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<a href="/dsblog/data-science-tutorial-video-resources" rel="permalink">DS, AI, ML Online Course, Tutorial, Videos </a>
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<p class="archive__item-excerpt" itemprop="description">
DS, AI, ML Online Course, Tutorial, Videos Courses
Machine Learning – Stanford by Andrew Ng in Coursera (2010-2014) Machine Learning – Caltech by Yase…</p>
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<a href="/dsblog/ds-ai-ml-books" rel="permalink">Data Science, AI, ML, eBooks, PDF Books </a>
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<p class="archive__item-excerpt" itemprop="description">
Online Data Science, AI, ML Content
Data Science, AI, Machine Learning, Books/ Guide/ Reports/ Presentations / Jupyter Notebook Available.
All these book…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Will-AI-Replace-Human" rel="permalink">Will AI Replace Human? </a>
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<p class="archive__item-excerpt" itemprop="description">
Artificial Intelligence can Replace Human?
The Success of ChatGPT has taken the world by storm. Unless you are not living in some cave you already know wh…</p>
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<a href="/dsblog/Types-of-Technologies" rel="permalink">Types of Technologies </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
How Many Types of Technologies?
Introduction Often we hear various jargon of different types of technologies and sometimes during the discussion, it becom…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Introduction-to-Perplexity-AI" rel="permalink">Introduction to Perplexity AI </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Introduction to Perplexity AI
What is Perplexity AI? Perplexity AI Founded in 2022 is based in San Francisco, California. Perplexity AI is an AI-powered s…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/AI-ML-With-Oracle-Cloud" rel="permalink">AI/ML with Oracle Cloud </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
AI/ML with Oracle Cloud
Oracle Infrastructure Services Register for Oracle Cloud Free Tier
Oracle AI Main services
Digital Assistant Document Unders…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/exploring-anythingllm" rel="permalink">Exploring AnythingLLM </a>
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<p class="archive__item-excerpt" itemprop="description">A comprehensive guide to understanding and implementing AnythingLLM, an open-source platform for creating personalized language models and knowledge databases.
</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/exploring-gguf-and-other-model-formats" rel="permalink">Exploring GGUF and Other Model Formats </a>
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<p class="archive__item-excerpt" itemprop="description">A comprehensive guide to understanding different machine learning model formats, with a special focus on GGUF and its advantages in model compression, deploy...</p>
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<a href="/dsblog/introduction-nvidia-products" rel="permalink">Introduction to NVIDIA and Products </a>
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<p class="archive__item-excerpt" itemprop="description">Overview of NVIDIA’s journey, history, DGX supercomputer series, key products, and emerging fields like generative AI.
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<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/google-ai-studio-vs-vertexai" rel="permalink">Google AI Studio vs Vertex AI </a>
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<p class="archive__item-excerpt" itemprop="description">The difference between Vertex AI and Google AI Studio lies in their scope, functionality, and target audiences within Google’s suite of AI tools.
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<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/serverless-llm-deployment" rel="permalink">Serverless LLM Deployment Platform </a>
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<p class="archive__item-excerpt" itemprop="description">Microsoft’s serverless LLM deployment platform using Azure OpenAI Service
</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/AI-Models-and-Creators" rel="permalink">AI Models and Creators </a>
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<p class="archive__item-excerpt" itemprop="description">Overview of popular AI models and their creators in industry.
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<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Exploring-GPUs" rel="permalink">Exploring Graphics Processing Units (GPUs) </a>
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<p class="archive__item-excerpt" itemprop="description">Exploring the journey, capabilities, architecture and components of Graphics Processing Units (GPUs)
</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Visualizing-transformers-and-attention" rel="permalink">Visualizing Transformers and Attention </a>
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<p class="archive__item-excerpt" itemprop="description">Visualizing transformers and attention - A summary note from Grant Sanderson’s talk at TNG Big Tech 2024
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<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/AI-Imperialism" rel="permalink">AI Imperialism: Western Dominance and the Future of Global Technology </a>
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<p class="archive__item-excerpt" itemprop="description">Exploring the Western dominance in AI development, its implications and the future of global technology.
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<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Framework-for-using-LLM" rel="permalink">Framework for using LLM </a>
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<p class="archive__item-excerpt" itemprop="description">A comprehensive guide to selecting the right model and prompt type for your LLM project.
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<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/OpenAI-12-Days-2024-Announcements" rel="permalink">OpenAI 12 Days 2024 Announcements </a>
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<p class="archive__item-excerpt" itemprop="description">OpenAI’s 12 Days of 2024 brought some exciting announcements. In this post, I provide a concise overview of the key updates.
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<a href="/dsblog/How-AlphaFold-is-Revolutionizing-Protein-Science" rel="permalink">How AlphaFold is Revolutionizing Protein Science </a>
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<p class="archive__item-excerpt" itemprop="description">AlphaFold is a powerful AI tool that has solved the protein folding problem. In this post, I explain how it works and the implications for the field of prote...</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/shaping-tomorrow-with-ai-nvidia" rel="permalink">Shaping Tomorrow with AI: Nvidia’s Innovations in Graphics, Robotics, and Intelligence </a>
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<p class="archive__item-excerpt" itemprop="description">Nvidia’s innovations in graphics, robotics, and intelligence, as shared in their CES 2025 keynote, will shape the future of AI and beyond.
</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/cloud-vs-on-premse-ai-solutions-and-infrastructures" rel="permalink">Rethinking AI Infrastructure: Advantages of On-Prem Over Cloud Solutions </a>
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<p class="archive__item-excerpt" itemprop="description">An overview of the key differences between cloud-based AI solutions and on-premises infrastructure, including the main advantages and disadvantages of each a...</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/navigating-open-source-licensing-in-the-age-of-ai" rel="permalink">Navigating Open-Source Licensing in the Age of AI: Challenges and Considerations </a>
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<p class="archive__item-excerpt" itemprop="description">An in-depth exploration of the challenges and considerations surrounding open-source licensing in the context of artificial intelligence, highlighting key is...</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/adapting-ai-models-to-the-latest-information" rel="permalink">Adapting AI Models to the Latest Information: Methods and Approaches </a>
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<p class="archive__item-excerpt" itemprop="description">This article explores the challenges of keeping AI models up-to-date with the latest information and presents various methods and approaches for adapting AI ...</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/ai-ml-blogs" rel="permalink">AI, ML, DL Blogs Sites </a>
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<p class="archive__item-excerpt" itemprop="description">
AI, ML, DL Blogs Sites
370+ blogs/website, who publishes articles, research, opinions, observations related to AI, ML, DL, Signal Processing, Computer Vis…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/ai-ml-dl-nlp-conferences" rel="permalink">AI, ML, Deep Learning, NLP Conferences & Journals </a>
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<p class="archive__item-excerpt" itemprop="description">
AI, ML, Deep Learning, NLP Conferences & Journals
Content on this page keeps changing. These links are taken from my chrome browser favorites.
A list…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Applications-of-GenAI" rel="permalink">Applications of GenAI </a>
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<p class="archive__item-excerpt" itemprop="description">
Application of Generative AI (GenAI)
Generative AI (GenAI) is transforming how we interact with technology by producing human-like text, images, audio, an…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Navigating-the-JavaScript-Ecosystem" rel="permalink">Navigating the JavaScript Ecosystem </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Navigating the JavaScript Ecosystem: npm, Yarn, unpkg, and More This article is trying to answer following questions.
Evoluation of Javascript and Rela…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Types-of-LLM" rel="permalink">Types of Large Language Models (LLM) </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Introduction: The world of Generative AI (GenAI) is expanding at an astonishing rate, with new models emerging almost daily, each sporting unique names, ca…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Transfer-Learning-Key-AI-Techniques-Explained" rel="permalink">Transfer Learning Key AI Techniques Explained </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Transfer Learning Key AI Techniques Explained In this article we will understand some important concepts used within machine learning.
What is in-contex…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Introduction-to-ML-Model-deployment" rel="permalink">Introduction to ML Model Deployment </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Introduction to AI Model deployment
Big Players
Amazon
Amazon has many products and one of their product is AWS Cloud. Under this product th...</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/AI-ML-Resources-from-My-Diary" rel="permalink">AI ML Resources from My Diary </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
AI ML Resources from My Diary
This is my personal diary which contains resources, which I know, learned or people have told me to experiment with. I start…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Responsible-AI" rel="permalink">Responsible AI </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Responsible AI
Introduction:
Artificial Intelligence (AI) is rapidly transforming the way we live, work, and interact with the world around us. As AI sys…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/ds-ai-ml-interview-resources" rel="permalink">Data Science Interview Question Answers </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Data Science Interview Question Answers
Thousands of interview questions on various topic related to Machine Learning, Deep Learning, Computer Vision, NLP…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/AI-Benchmarks-Explained" rel="permalink">AI Benchmarks Explained </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
AI Benchmarks Explained: Essential Components and Leading LLM Evaluation Techniques
What is a Benchmark in AI? A benchmark in AI is like a standard measur…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/rps-Pretrained-Language-Models-for-Text-Generation" rel="permalink">Paper-Summary- A Survey Paper# Pretrained Language Models for Text Generation </a>
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<p class="archive__item-excerpt" itemprop="description">
Paper Name :- Pretrained Language Models for Text Generation: A Survey
Typer of Paper:- Survey Paper
Paper URL
Paper title of the citations mentioned c…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Podcast-LexFridman-SamHarris-Consciousness-FreeWill-Psychedelics" rel="permalink">Podcast Lex Fridman Sam Harris Consciousness Free Will Psychedelics </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Podcast Summary: Lex Fridman Sam Harris Consciousness Free Will Psychedelics
This is an interesting and deepdive discussion between Lex Fridman and Sam Ha…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/AI-Product-and-Services-from-Google-Azure-and-AWS" rel="permalink">AI Product and Services from Google, Azure and AWS </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
AI Product and Services from Google, Azure and AWS
Sno
Azure
Google
AWS
1.
Anomaly Detector: ...</p>
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<a href="/dsblog/20-Reasons-Why-AI-Project-Fails" rel="permalink">20 Reasons Why AI Project Fails </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">Contents
Why Does AI Project Fails?
Why Does AI Project Fails?
I have been in IT project management for 2+ decades. Being in the industry for quite a…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/DS-AI-Projects-Project-Ideas" rel="permalink">Data Science/AI Projects Project Ideas </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">AI Projects Project Ideas
AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas
Project Name/Idea
Type of Project
…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/paperwithcode-resources" rel="permalink">Paper with Code Resources </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Paper with Code Resources
Trending Papers of 2021
ADOP: Approximate Differentiable One-Pixel Point Rendering — Rückert et al — https://paperswithcode….</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/important-ai-research-papers" rel="permalink">Important AI Research Papers </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Important AI Research Papers
Content from this page is migrated to Link </p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/ds-ai-ml-researchers" rel="permalink">Data Scientists and AI, ML Researchers </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Data Scientists and AI, ML Researchers
For the initial list, I have taken content from github. I have expanded this and will keep updating this in the fut…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/all-resources-to-learn-data-science" rel="permalink">All Resources to Learn Data Science </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
All Resources to Learn Data Science
Introduction
Welcome to the AI ML Resources category page, where you’ll find a wealth of knowledge on various topics …</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Demystifying-DevOps-MLOps-and-DataOps" rel="permalink">Demystifying DevOps, MLOps, and DataOps </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Demystifying DevOps, MLOps, and DataOps:
Bridging the Gap between Software Development, Machine Learning, and Data Managemen
Introduction
What is DevOps…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Model-Garden-of-VertexAI" rel="permalink">Model Garden of VertexAI </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Model Garden of VertexAI: Unlocking the Power of Google’s VertexAI: Exploring the World of Pre-Built Models for AI Tasks Introduction:
Artificial Intellig…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/navigating-llm-infrastructure-landscape" rel="permalink">Navigating the LLM Infrastructure Landscape </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">A comprehensive exploration of the LLM infrastructure landscape, from cloud giants to specialized providers, helping organizations make informed decisions ab...</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/my-daily-tools" rel="permalink">My Daily Tools </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
My Daily Tools
[My Daily Tools]
Sno
Category
Subcategory
URL
Purpose/Remarks
1
General...</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/What-Are-Transformers-in-AI" rel="permalink">What Are Transformers in AI </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
What Are Transformers in AI
Transformer Architecture
Background Whether GPT, ChatGPT, DALL-E, Whisper, Satablity AI or whatever significant you see in t…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Capabilities-of-AI-Transformers" rel="permalink">Capabilities of AI Transformers </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Capabilities of AI Transformers
Background Whether GPT, ChatGPT, DALL-E, Whisper, Satablity AI or whatever significant you see in the AI worlds nowdays it…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Model-Fine-Tuning-with-OpenAI-API" rel="permalink">A Guide to Model Fine Tuning with OpenAI API </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
A Guide to Model Fine Tuning with OpenAI API
Account Setup and API Key Generation
Go to openai, sign up there and create your account. After than you nee…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/What-is-GAN-Architecture" rel="permalink">What is GAN Architecture? </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
What is GAN Architecture? Generative Adversarial Networks (GANs) are a powerful class of neural networks that are used for unsupervised learning. It was de…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/All-About-ai-Hype" rel="permalink">All About AI Hype </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
All About AI Hype
Artificial Intelligence (AI) is a buzzword that has permeated almost every aspect of modern life. From the way we work and communicate t…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/100+High-Level-AI-Usecases" rel="permalink">100+ High Level AI Usecases and Future Prediction for AI as on 2020 </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
150 High Level AI Usecases - 2020
Introduction Nowadays, we frequently hear and read about AI and its role in shaping both our present and future. However…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/AI-Use-Cases-in-Food-Processing" rel="permalink">AI Use Cases in Food Processing </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
AI Use Cases in Food Processing
Introduction The food processing industry is a vital sector in the global economy, responsible for providing safe and nutr…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/AI-usecases-in-Agriculture-Industry" rel="permalink">AI Usecases in Agriculture Industry </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
AI Usecases in Agriculture Industry
Introduction In the today world where energy saving, climate change, cost and process optimization, effectiveness is t…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Application-of-AI-in-BFSI" rel="permalink">Application of AI in BFSI </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Application of AI in Banking, Finance, Security and Insurance (BFSI)
Introduction
The banking, financial services, and insurance (BFSI) sector has been a…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/ai-predictions-for-2025" rel="permalink">AI Predictions for 2025 </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">Predictions about the advancements that will be made in the field of Artificial Intelligence in the year 2025.
</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/God-Fathers-of-AI" rel="permalink">God Fathers of AI </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
God Fathers of AI
In other fields of studies or in religion, there is only one god or only one godfather. But in the field of AI, that is not the case. Th…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/AI-in-Energy-Management" rel="permalink">AI in Energy Management </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
AI in Energy Management
Introduction
The application of AI in energy management is aimed at optimizing energy consumption and reducing waste in the energ…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/AI-in-School-Education" rel="permalink">AI in School Education </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
AI in School Education
Introduction In the ever-evolving landscape of education, a technological revolution is quietly reshaping the way students learn, t…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/AI-Usecases-in-Government" rel="permalink">AI Usecases in Government </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
AI Usecases in Government
Preliminary Work before any AI Project with Government Keeping technology evolution, cost of latest technologies, government exp…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/KM-Ganguli-Mahabharat-Corpus" rel="permalink">KM Ganguli Mahabharat Corpus </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
KM Ganguli Mahabharat Corpus
Adi Parva (The Book of the Beginning) Sabha Parva (The Book of the Assembly Hall) Vana Parva or Aranyaka-Parva (The Bo…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/manamath-nath-ramayana-corpus" rel="permalink">Manamath Nath - Ramayana Corpus </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Manmath Nath - Ramayana Corpus
Corpus Introduction Corpus License Bala Kanda Ayodhya Kanda Aranyaka Kanda Kishkinddha Kanda Sunder Kanda …</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/python-apis-for-data" rel="permalink">Python APIs for Data </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Python APIs for Data
Bing Bing is a search engine that brings together the best of search and people in your social networks to help you spend less time s…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Whatsapp-Integration" rel="permalink">WhatsApp Integration: Webhooks, Messaging, and Architecture Design </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">Comprehensive guide covering WhatsApp integration essentials, from compliance and messaging capabilities to tools and implementation strategies.
</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Google-Cloud-APIS" rel="permalink">Google Cloud APIs </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Google Cloud APIs
Introduction Hundreds of services from Google are available to consumers as API. Every API has a specific purpose. Over a period of time…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/types-of-questions" rel="permalink">Types of Questions </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Types of Questions
Introduction Question-Answering task is one of the tasks in NLP-Task. To create a high-performing AI system that can understand the que…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/AWS-Cloud-Service-Catalog" rel="permalink">A Comprehensive Guide to 210+ AWS Services </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
A Comprehensive Guide to 210+ AWS Services Exploring 210+ Cloud Services and Their Purposes All these services are availalbe at Link
Introduction Amazon …</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/AI-Product-and-Services-from-Google-Azure-and-AWS" rel="permalink">AI Product and Services from Google, Azure and AWS </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
AI Product and Services from Google, Azure and AWS
Sno
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</h2>
<p class="archive__item-excerpt" itemprop="description">
If you are like me then you must have struggled enough to understand the confusion matrix or still struggling to understand the metrics of this confusion m…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Podcast-LexFridman-SamHarris-Consciousness-FreeWill-Psychedelics" rel="permalink">Podcast Lex Fridman Sam Harris Consciousness Free Will Psychedelics </a>
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<p class="archive__item-excerpt" itemprop="description">
Podcast Summary: Lex Fridman Sam Harris Consciousness Free Will Psychedelics
This is an interesting and deepdive discussion between Lex Fridman and Sam Ha…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Introduction-to-Container-Registry" rel="permalink">Introduction to Container Registry </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Introduction to Container Registry
What is Container Registry?
A container registry is a central store or service where container images are stored, mana…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Introduction-to-Container-Registry" rel="permalink">Introduction to Container Registry </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Introduction to Container Registry
What is Container Registry?
A container registry is a central store or service where container images are stored, mana…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Exploring-Docker-and-VS-Code-Integration" rel="permalink">Exploring Docker and VS Code Integration </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Exploring Docker and VS Code Integration
Is this article for me? If you are interested in docker, containers, VS Code and development and looking answers …</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Applications-of-GenAI" rel="permalink">Applications of GenAI </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Application of Generative AI (GenAI)
Generative AI (GenAI) is transforming how we interact with technology by producing human-like text, images, audio, an…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Navigating-the-JavaScript-Ecosystem" rel="permalink">Navigating the JavaScript Ecosystem </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Navigating the JavaScript Ecosystem: npm, Yarn, unpkg, and More This article is trying to answer following questions.
Evoluation of Javascript and Rela…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Types-of-LLM" rel="permalink">Types of Large Language Models (LLM) </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Introduction: The world of Generative AI (GenAI) is expanding at an astonishing rate, with new models emerging almost daily, each sporting unique names, ca…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/data-science-cheatsheets" rel="permalink">Data Science Cheatsheets </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Data Science Cheatsheets
Introduction
All these cheat sheets are kept at my google drive link. 180+ cheatsheet on ML, DL, DE, DA, NLP, Algorithms, Pandas…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/rl-git-repo" rel="permalink">Reinforcement Learning Git Repositories </a>
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<p class="archive__item-excerpt" itemprop="description">
Reinforcement Learning Git Repositories
Sno.
URL
Description
1
https://github.com/openai/baselines ...</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/ds-ai-ml-interview-resources" rel="permalink">Data Science Interview Question Answers </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Data Science Interview Question Answers
Thousands of interview questions on various topic related to Machine Learning, Deep Learning, Computer Vision, NLP…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/data-science-tutorial-video-resources" rel="permalink">DS, AI, ML Online Course, Tutorial, Videos </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
DS, AI, ML Online Course, Tutorial, Videos Courses
Machine Learning – Stanford by Andrew Ng in Coursera (2010-2014) Machine Learning – Caltech by Yase…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/maths-for-ds" rel="permalink">Mathematics for Data Scientist </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Mathematics for Data Scientist
To excel in the field of data science, especially as a data scientist, I would recommend you have good command over the top…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/important-ai-research-papers" rel="permalink">Important AI Research Papers </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Important AI Research Papers
Content from this page is migrated to Link </p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/high-school-maths-for-ds" rel="permalink">High School Maths for Data Science </a>
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<p class="archive__item-excerpt" itemprop="description">
High School Maths for Data Science
Algebra I
How to graph an ordered pair How to find the equation of a circle How to find the equation of a curve …</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/best-youtube-channels-for-ds" rel="permalink">Best YouTube Channels to Learn Data Science </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Best YouTube Channels to Learn Data Science
Introduction The way we are learning new technologies has hugely changed in the last 5 years. Many educators, …</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/ai-ml-dl-nlp-conferences" rel="permalink">AI, ML, Deep Learning, NLP Conferences & Journals </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
AI, ML, Deep Learning, NLP Conferences & Journals
Content on this page keeps changing. These links are taken from my chrome browser favorites.
A list…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/best-resources-to-learn-python" rel="permalink">Best Resources to Learn Python </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Best Resources to Learn Python
Best Python Resources
Learn Python the Hard Way Python Practice Book — Python Practice Book Making Games with Python…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/myfab-chrome-extensions" rel="permalink">My Favorite Chrome Extensions </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
My Favorite Chrome Extensions
#
Name
Purpose
1
Application Launcher For Drive (by Google) ...</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/ai-ml-blogs" rel="permalink">AI, ML, DL Blogs Sites </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
AI, ML, DL Blogs Sites
370+ blogs/website, who publishes articles, research, opinions, observations related to AI, ML, DL, Signal Processing, Computer Vis…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/my-daily-tools" rel="permalink">My Daily Tools </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
My Daily Tools
[My Daily Tools]
Sno
Category
Subcategory
URL
Purpose/Remarks
1
General...</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/ml-frameworks-libraries-tools" rel="permalink">Machine Learning Framework, Library, Tools </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Machine Learning Framework, Library, Tools
Introduction
As of 2022, Data Science, AI, and Machine Learning are very fast-evolving domains. In the last 5 …</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/ml-tasks-and-model-evaluation" rel="permalink">Machine Learning Tasks and Model Evaluation </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Machine Learning Tasks and Model Evaluation
Introduction Machine learning is a subject where we study how to create & evaluate machine learning models…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/datasets" rel="permalink">Thousands of Machine Learning Datasets </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Thousands of Machine Learning Datasets
Introduction:
Without Data there is no Machine Learning, no AI, no Deep Learning. Because of heavy automation, IOT…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/navigating-the-data=landscape" rel="permalink">Navigating the Data Landscape: Exploring Data Sources, Databases, and ETL Tools for Machine Learning Projects </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Navigating the Data Landscape: Exploring Data Sources, Databases, and ETL Tools for Machine Learning Projects
Introduction
Data sources: Data sources ref…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/ds-ai-ml-researchers" rel="permalink">Data Scientists and AI, ML Researchers </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Data Scientists and AI, ML Researchers
For the initial list, I have taken content from github. I have expanded this and will keep updating this in the fut…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/basic-statistics-for-data-science" rel="permalink">Basic Statistics for Data Science </a>
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<p class="archive__item-excerpt" itemprop="description">
Basic Statistics for Data Science
Important Webpages on Statistics
Statistical Inference – an overview - ScienceDirect Topics Welcome – The Data Jou…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/AI-ML-Resources-from-My-Diary" rel="permalink">AI ML Resources from My Diary </a>
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<p class="archive__item-excerpt" itemprop="description">
AI ML Resources from My Diary
This is my personal diary which contains resources, which I know, learned or people have told me to experiment with. I start…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Github-Repos-for-DataScience" rel="permalink">Github Repos for Data Science </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Github-Repos-for-DataScience
Sno.
Repo Name
Repo Description
Language
Starred
Fork
1 ...</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/data-science-cheatsheets" rel="permalink">Data Science Cheatsheets </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Data Science Cheatsheets
Introduction
All these cheat sheets are kept at my google drive link. 180+ cheatsheet on ML, DL, DE, DA, NLP, Algorithms, Pandas…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/ds-ai-ml-books" rel="permalink">Data Science, AI, ML, eBooks, PDF Books </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Online Data Science, AI, ML Content
Data Science, AI, Machine Learning, Books/ Guide/ Reports/ Presentations / Jupyter Notebook Available.
All these book…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/my-daily-tools" rel="permalink">My Daily Tools </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
My Daily Tools
[My Daily Tools]
Sno
Category
Subcategory
URL
Purpose/Remarks
1
General...</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/python-apis-for-data" rel="permalink">Python APIs for Data </a>
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<p class="archive__item-excerpt" itemprop="description">
Python APIs for Data
Bing Bing is a search engine that brings together the best of search and people in your social networks to help you spend less time s…</p>
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<a href="/dsblog/EDA-Feature-Engineering-101" rel="permalink">EDA & Feature Engineering 101 </a>
</h2>
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What is EDA?
EDA means Exploratory Data Analysis. The purpose of data analysis is to explore. Exploration means try to understand what kind of data I have…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Database-and-Analytics-Product-Services-from-Google-Azure-AWS" rel="permalink">Database and Analytics Product Services from Google Azure AWS </a>
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Database and Analytics Product Services from Google Azure AWS
Database Tools/Services
Sno
Amazon
Azure
Microsoft
…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Exploring-Synthetic-Data-Generation-Capabilities" rel="permalink">Exploring Synthetic Data Generation Capabilities </a>
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<p class="archive__item-excerpt" itemprop="description">
Exploring Synthetic Data Generation Capabilities
Is this article for me? Are you looking answers to these questions?
What is Synthetic Data? What is …</p>
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<a href="/dsblog/introduction-nvidia-products" rel="permalink">Introduction to NVIDIA and Products </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">Overview of NVIDIA’s journey, history, DGX supercomputer series, key products, and emerging fields like generative AI.
</p>
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<a href="/dsblog/File-Formats-in-Machine-Learning" rel="permalink">The Interconnectedness of Life and Data </a>
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<p class="archive__item-excerpt" itemprop="description">
The Interconnectedness of Life and Data
Introduction
While reading below keep your mind open. If you can keep your religious or even scientific informati…</p>
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<a href="/dsblog/Exploring-Synthetic-Data-Generation-Capabilities" rel="permalink">Exploring Synthetic Data Generation Capabilities </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Exploring Synthetic Data Generation Capabilities
Is this article for me? Are you looking answers to these questions?
What is Synthetic Data? What is …</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/data-science-tutorial-video-resources" rel="permalink">DS, AI, ML Online Course, Tutorial, Videos </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
DS, AI, ML Online Course, Tutorial, Videos Courses
Machine Learning – Stanford by Andrew Ng in Coursera (2010-2014) Machine Learning – Caltech by Yase…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/ds-ai-ml-books" rel="permalink">Data Science, AI, ML, eBooks, PDF Books </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Online Data Science, AI, ML Content
Data Science, AI, Machine Learning, Books/ Guide/ Reports/ Presentations / Jupyter Notebook Available.
All these book…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Basics-of-Astrology" rel="permalink">Data Science and Basics of Astrology </a>
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<p class="archive__item-excerpt" itemprop="description">
Basics of Jyotish Introduction In this article I am going to discuss the basics of astrology and the data science aspect of astrology. I am defending here …</p>
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<a href="/dsblog/shazam-features" rel="permalink">Features ofShazam Econometrics Software </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">Overview of Shazam’s features in econometrics, statistics, and data science.
</p>
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<a href="/dsblog/bookreview-data-science-for-marketing-analytics" rel="permalink">Book Review - Data Science in Marketing Analysis </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">Book Review - Data Science in Marketing Analysis
BOOK REVIEW TITLE OF THE BOOK: Data Science in Marketing Analysis
AUTHOR: Mirza Rahim Baig, Gururajan Govi…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/ds-ai-ml-books" rel="permalink">Data Science, AI, ML, eBooks, PDF Books </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Online Data Science, AI, ML Content
Data Science, AI, Machine Learning, Books/ Guide/ Reports/ Presentations / Jupyter Notebook Available.
All these book…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/datasets" rel="permalink">Thousands of Machine Learning Datasets </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Thousands of Machine Learning Datasets
Introduction:
Without Data there is no Machine Learning, no AI, no Deep Learning. Because of heavy automation, IOT…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/ds-ai-ml-interview-resources" rel="permalink">Data Science Interview Question Answers </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Data Science Interview Question Answers
Thousands of interview questions on various topic related to Machine Learning, Deep Learning, Computer Vision, NLP…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/DS-AI-Projects-Project-Ideas" rel="permalink">Data Science/AI Projects Project Ideas </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">AI Projects Project Ideas
AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas
Project Name/Idea
Type of Project
…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/navigating-the-data=landscape" rel="permalink">Navigating the Data Landscape: Exploring Data Sources, Databases, and ETL Tools for Machine Learning Projects </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Navigating the Data Landscape: Exploring Data Sources, Databases, and ETL Tools for Machine Learning Projects
Introduction
Data sources: Data sources ref…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Datalake-vs-Data-Warehouse" rel="permalink">Data Lake vs Data Warehouse vs Data Mart </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
What is the difference between Data Lake and Data Warehouse?
Introduction A data warehouse is a system used for reporting and data analysis, and is consid…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Type-of-Databases" rel="permalink">Type of Databases </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
What are the various types of databases?
Introduction
In the 21st Century, Data is the real oil of machines. There are different kinds of oils and there …</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/relational-algebra" rel="permalink">SQL and Relational Algebra </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
SQL and Relational Algebra
Relational algebra (RA) is considered as a procedural query language where the user tells the system to carry out a set of oper…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/navigating-the-data=landscape" rel="permalink">Navigating the Data Landscape: Exploring Data Sources, Databases, and ETL Tools for Machine Learning Projects </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Navigating the Data Landscape: Exploring Data Sources, Databases, and ETL Tools for Machine Learning Projects
Introduction
Data sources: Data sources ref…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Database-and-Analytics-Product-Services-from-Google-Azure-AWS" rel="permalink">Database and Analytics Product Services from Google Azure AWS </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Database and Analytics Product Services from Google Azure AWS
Database Tools/Services
Sno
Amazon
Azure
Microsoft
…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Comprehensive-Glossary-of-LLM" rel="permalink">Comprehensive Glossary of LLM, Deep Learning, NLP, and CV Terminology </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Comprehensive Glossary of LLM I am developing this Glossary slowly at my own pace. Content on this page keep changing. Better definition, better explainati…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/select-ai-papers" rel="permalink">Important AI Paper List </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Important AI Paper List
Introduciton
In almost all citations it becomes very difficult to read the title of research papers. Why? Because the contributor…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/What-Are-Transformers-in-AI" rel="permalink">What Are Transformers in AI </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
What Are Transformers in AI
Transformer Architecture
Background Whether GPT, ChatGPT, DALL-E, Whisper, Satablity AI or whatever significant you see in t…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/GPU-for-Data-Science-Work" rel="permalink">GPU for Data Science Work </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
GPU for Data Science Work What is the difference between microprocessor (CPU) and GPU?
A microprocessor and a GPU (graphics processing unit) are both type…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/cognitive-biases" rel="permalink">Cognitive Biases </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Cognitive Biases
Introduction Cognitive biases are the systematic errors that occur when individuals deviate from rational decision-making. These biases a…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Business-Usecases-of-GPT" rel="permalink">Business Usecases of GPT </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Business-Usecases-of-GPT
Introduction
You will not lose your job because of AI, but you may lose it because you didn’t learn how to use AI in your job.
…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Capabilities-of-AI-Transformers" rel="permalink">Capabilities of AI Transformers </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Capabilities of AI Transformers
Background Whether GPT, ChatGPT, DALL-E, Whisper, Satablity AI or whatever significant you see in the AI worlds nowdays it…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Model-Fine-Tuning-with-OpenAI-API" rel="permalink">A Guide to Model Fine Tuning with OpenAI API </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
A Guide to Model Fine Tuning with OpenAI API
Account Setup and API Key Generation
Go to openai, sign up there and create your account. After than you nee…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/What-is-GAN-Architecture" rel="permalink">What is GAN Architecture? </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
What is GAN Architecture? Generative Adversarial Networks (GANs) are a powerful class of neural networks that are used for unsupervised learning. It was de…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/paperwithcode-resources" rel="permalink">Paper with Code Resources </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Paper with Code Resources
Trending Papers of 2021
ADOP: Approximate Differentiable One-Pixel Point Rendering — Rückert et al — https://paperswithcode….</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/ML-Model-Repository-from-Pinto0309" rel="permalink">ML Model Respository from Pinto0309 </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
ML Model Repository from Pinto0309
Introduction Using AI we can solve many kinds of tasks for this input can be text, structured data, image, video, audio…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/ML-Model-Development-Framework" rel="permalink">ML Model Development Framework </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
ML Model Development Framework & Model Repositories
Introduction There are hundreds of machine learning tasks. To do these tasks there are thousands o…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Tensorflow-gpu-setup-on-local-machine" rel="permalink">Tensorflow GPU Setup on Local Machine </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Tensorflow GPU Setup on Local Machine
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Tensorflow, pytorch are deep learning libraries or packages. Tensorflow is developed by google and pyt…</p>
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A list…</p>
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Project Name/Idea
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[My Daily Tools]
Sno
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Subcategory
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1
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Sno.
Repo Name
Repo Description
Language
Starred
Fork
1 ...</p>
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Google Cloud Service Catalog A Comprehensive Overview of 250+ Google Cloud Services All these services are availalbe at Link
Introduction
In the ever-ev…</p>
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AI Product and Services from Google, Azure and AWS
Sno
Azure
Google
AWS
1.
Anomaly Detector: ...</p>
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Database and Analytics Product Services from Google Azure AWS
Database Tools/Services
Sno
Amazon
Azure
Microsoft
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Introduction to Prompt Best Engineering
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<p class="archive__item-excerpt" itemprop="description">
Google Cloud APIs
Introduction Hundreds of services from Google are available to consumers as API. Every API has a specific purpose. Over a period of time…</p>
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<a href="/dsblog/types-of-questions" rel="permalink">Types of Questions </a>
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Types of Questions
Introduction Question-Answering task is one of the tasks in NLP-Task. To create a high-performing AI system that can understand the que…</p>
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<a href="/dsblog/Exploring-Firebase" rel="permalink">Exploring Google Firebase </a>
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Exploring Firebase
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AI Usecases in Government
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KM Ganguli Mahabharat Corpus
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Manmath Nath - Ramayana Corpus
Corpus Introduction Corpus License Bala Kanda Ayodhya Kanda Aranyaka Kanda Kishkinddha Kanda Sunder Kanda …</p>
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<p class="archive__item-excerpt" itemprop="description">Visualizing transformers and attention - A summary note from Grant Sanderson’s talk at TNG Big Tech 2024
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Exploring SQL and GraphQL Commands
What is SQL? SQL, or Structured Query Language, is a standardized programming language used for managing and manipulati…</p>
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<a href="/dsblog/Understanding-HTML-Templating-with-Python-Ruby-PHP" rel="permalink">Understanding HTML Templating with Python, Ruby, and PHP </a>
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What are HTML Processors? HTML processors (or preprocessors) extend HTML functionality by adding new features like te…</p>
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150 High Level AI Usecases - 2020
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<a href="/dsblog/Exploring-Apache-Hive" rel="permalink">Exploring Apache Hive </a>
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Exploring Apache Hive: Capabilities and Scalability for Big Data Processing
What is Hive? Apache Hive is a data warehousing and SQL-like query engine buil…</p>
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<a href="/dsblog/Selecting-Database-for-Project" rel="permalink">Selecting Database for Project </a>
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Essential Database Selection Criteria for Modern Applications
Is this article for me? If you are looking answer for these questions then “Yes”.
What pa…</p>
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<a href="/dsblog/Exploring-Docker-and-VS-Code-Integration" rel="permalink">Exploring Docker and VS Code Integration </a>
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Exploring Docker and VS Code Integration
Is this article for me? If you are interested in docker, containers, VS Code and development and looking answers …</p>
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<a href="/dsblog/Google-Cloud-Security-Components" rel="permalink">Navigating Google Cloud Security: Key Components, Roles, and Best Practices </a>
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Is this article for me? If you are looking answers of these questions then continue reading.
What are various compone…</p>
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Is this article for me? If you are looking answers of these questions then continue reading.
What are various compone…</p>
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Is this article for me? If you are you confused about a term “console” which you heard at many places and in man…</p>
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What is in-contex…</p>
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<a href="/dsblog/cloud-vs-on-premse-ai-solutions-and-infrastructures" rel="permalink">Rethinking AI Infrastructure: Advantages of On-Prem Over Cloud Solutions </a>
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Programming Resources
Programming
Learning with Others
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<a href="/dsblog/Linear-Regression-Interview-Questions" rel="permalink">Linear Regression Interview Questions </a>
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In this question-answer article, I will try that the start of every answer from example rather than t…</p>
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<a href="/dsblog/ds-ai-ml-interview-resources" rel="permalink">Data Science Interview Question Answers </a>
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Thousands of interview questions on various topic related to Machine Learning, Deep Learning, Computer Vision, NLP…</p>
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What are the characterstics of time series data? Time series data is a series of data points collected over time. Some cha…</p>
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<a href="/dsblog/Processors-for-HTML-CSS-JS-Code" rel="permalink">Processors for HTML CSS JS Code </a>
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<p class="archive__item-excerpt" itemprop="description"> Processors for HTML, CSS, and JS Code
What are HTML Processors? HTML processors (or preprocessors) extend HTML functionality by adding new features like te…</p>
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<a href="/dsblog/Navigating-Python-Ecosystem" rel="permalink">Navigating Python Ecosystem </a>
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What is Jekyll?
Jekyll is a popular static site generator that transforms plain text into static websites and blogs. It’s …</p>
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Programming Resources
Programming
Learning with Others
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SEO Keyword Planning
Free tools for SEO Keyword Planning To improve the search engine ranking of your blogs, you can leverage several free tools and strat…</p>
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Introduction to Container Registry
What is Container Registry?
A container registry is a central store or service where container images are stored, mana…</p>
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Major LLM Developers Shaping the AI Landscape
From Text to Intelligence: Major LLM Developers Shaping the AI Landscape
Introduction:
The world of Artifi…</p>
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<a href="/dsblog/Introduction-to-Prompt-Engineering" rel="permalink">Introduction to Prompt Engineering </a>
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Introduction to Prompt Best Engineering
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<a href="/dsblog/Model-Tuning-with-VertexAI" rel="permalink">Model Tuning with VertexAI </a>
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What is Large Language Model
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Important AI Paper List
Introduciton
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Is this article for me? If you are looking answers to following question then “Yes”
What is LLM compression? Why is …</p>
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Graph of Thoughts
This is a valuable resource for learning Graph of Thoughts (GoT) concepts. The YouTube video is from code_your_own_AI. I’m utilizing the…</p>
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Topic Modeling with BERT
Key steps in BERTopic modelling are as following.
Use “Sentence Embedding” models to embed the sentences of the article Red…</p>
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Empowering-Language-with-AI-NLP-Capabilities
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Transformers Demystified A Step-by-Step Guide
All modern Transformers are based on a paper “Attention is all you need”
Introduction This was the mother p…</p>
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<p class="archive__item-excerpt" itemprop="description">
What is Unicode and how does it works?
What is Unicode: A Universal Character Set
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Finetuning, Fewshot Learning, Why and How?
Why to finetune a LLM?
Fine-tuning a large language model (LLM) can provide several benefits, depending on you…</p>
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Is this article for me? If you are looking answers to the following questions, then this article is for you:
Question…</p>
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Introduction to Perplexity AI
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Exploring All Dimensions of Application Development
These aspects highlight the diverse areas involved in application development beyond just frontend, ba…</p>
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AI Benchmarks Explained: Essential Components and Leading LLM Evaluation Techniques
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Oracle AI Main services
Digital Assistant Document Unders…</p>
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Paper with Code Resources
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In Machine Learning projects whether classical machine learning, deep learning, computer vision, speech processing,…</p>
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Type of Project
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Introduction In Python projects, certain folders and files serve specific …</p>
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Cognitive Biases
Introduction Cognitive biases are the systematic errors that occur when individuals deviate from rational decision-making. These biases a…</p>
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<p class="archive__item-excerpt" itemprop="description">
Introduction to AI Model deployment
Big Players
Amazon
Amazon has many products and one of their product is AWS Cloud. Under this product th...</p>
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Online Data Science, AI, ML Content
Data Science, AI, Machine Learning, Books/ Guide/ Reports/ Presentations / Jupyter Notebook Available.
All these book…</p>
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<p class="archive__item-excerpt" itemprop="description">
Major LLM Developers Shaping the AI Landscape
From Text to Intelligence: Major LLM Developers Shaping the AI Landscape
Introduction:
The world of Artifi…</p>
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What is Large Language Model
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Machine Learning Metrics
Introduction
In Machine Learning projects whether classical machine learning, deep learning, computer vision, speech processing,…</p>
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Important AI Paper List
Introduciton
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Distances in Machine Learning
Every sample, record, word, sentence, object, image etc in the Machine learning language is called vector. If we want to mea…</p>
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Is this article for me? If you are looking answers of these questions then continue reading.
What are various compone…</p>
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Automated Machine Learning
Is this article for me? This is article is for you, if you know
About Machine learning, ML models building That machines a…</p>
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AI/ML with Oracle Cloud
Oracle Infrastructure Services Register for Oracle Cloud Free Tier
Oracle AI Main services
Digital Assistant Document Unders…</p>
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<p class="archive__item-excerpt" itemprop="description">
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<p class="archive__item-excerpt" itemprop="description">
AI, ML, Deep Learning, NLP Conferences & Journals
Content on this page keeps changing. These links are taken from my chrome browser favorites.
A list…</p>
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Introduction
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<p class="archive__item-excerpt" itemprop="description">
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Thousands of interview questions on various topic related to Machine Learning, Deep Learning, Computer Vision, NLP…</p>
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<p class="archive__item-excerpt" itemprop="description">AI Projects Project Ideas
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Project Name/Idea
Type of Project
…</p>
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<p class="archive__item-excerpt" itemprop="description">
Machine Learning Tasks and Model Evaluation
Introduction Machine learning is a subject where we study how to create & evaluate machine learning models…</p>
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<a href="/dsblog/Types-of-Machine-Learning" rel="permalink">Types of Machine Learning </a>
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<p class="archive__item-excerpt" itemprop="description">
Types of Machine Learning
Introduction Machine learning is a field of artificial intelligence that focuses on developing algorithms that can learn from da…</p>
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BOOK REVIEW TITLE OF THE BOOK: Data Science in Marketing Analysis
AUTHOR: Mirza Rahim Baig, Gururajan Govi…</p>
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<a href="/dsblog/maths-for-ds" rel="permalink">Mathematics for Data Scientist </a>
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<p class="archive__item-excerpt" itemprop="description">
Mathematics for Data Scientist
To excel in the field of data science, especially as a data scientist, I would recommend you have good command over the top…</p>
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<a href="/dsblog/high-school-maths-for-ds" rel="permalink">High School Maths for Data Science </a>
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<p class="archive__item-excerpt" itemprop="description">
High School Maths for Data Science
Algebra I
How to graph an ordered pair How to find the equation of a circle How to find the equation of a curve …</p>
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<a href="/dsblog/Statistics-Interview-Question-for-Data-Scientist" rel="permalink">Statistics Interview Question for Data Scientist </a>
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<p class="archive__item-excerpt" itemprop="description">
Statistics Interview Question for Data Scientist
In this question-answer blog, I will try to answer that every question starts with an example rather t…</p>
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<a href="/dsblog/Distances-in-Machine-Learning" rel="permalink">Distances in Machine Learning </a>
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<p class="archive__item-excerpt" itemprop="description">
Distances in Machine Learning
Every sample, record, word, sentence, object, image etc in the Machine learning language is called vector. If we want to mea…</p>
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<p class="archive__item-excerpt" itemprop="description">
Exploring Ollama & LM Studio
Is this article for me? If you are looking answers to the following questions, then this article is for you:
Question…</p>
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<p class="archive__item-excerpt" itemprop="description">
Compressing Large Language Model
Is this article for me? If you are looking answers to following question then “Yes”
What is LLM compression? Why is …</p>
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<a href="/dsblog/AI-Models-and-Creators" rel="permalink">AI Models and Creators </a>
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<p class="archive__item-excerpt" itemprop="description">Overview of popular AI models and their creators in industry.
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<a href="/dsblog/Introduction-to-ML-Model-deployment" rel="permalink">Introduction to ML Model Deployment </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Introduction to AI Model deployment
Big Players
Amazon
Amazon has many products and one of their product is AWS Cloud. Under this product th...</p>
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<a href="/dsblog/navigating-llm-infrastructure-landscape" rel="permalink">Navigating the LLM Infrastructure Landscape </a>
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<p class="archive__item-excerpt" itemprop="description">A comprehensive exploration of the LLM infrastructure landscape, from cloud giants to specialized providers, helping organizations make informed decisions ab...</p>
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<a href="/dsblog/ml-tasks-and-model-evaluation" rel="permalink">Machine Learning Tasks and Model Evaluation </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Machine Learning Tasks and Model Evaluation
Introduction Machine learning is a subject where we study how to create & evaluate machine learning models…</p>
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<a href="/dsblog/Machine-Learning-Metrics" rel="permalink">Machine Learning Metrics </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Machine Learning Metrics
Introduction
In Machine Learning projects whether classical machine learning, deep learning, computer vision, speech processing,…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/exploring-gguf-and-other-model-formats" rel="permalink">Exploring GGUF and Other Model Formats </a>
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<p class="archive__item-excerpt" itemprop="description">A comprehensive guide to understanding different machine learning model formats, with a special focus on GGUF and its advantages in model compression, deploy...</p>
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<a href="/dsblog/exploring-gguf-and-other-model-formats" rel="permalink">Exploring GGUF and Other Model Formats </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">A comprehensive guide to understanding different machine learning model formats, with a special focus on GGUF and its advantages in model compression, deploy...</p>
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<a href="/dsblog/AI-Models-and-Creators" rel="permalink">AI Models and Creators </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">Overview of popular AI models and their creators in industry.
</p>
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<a href="/dsblog/adapting-ai-models-to-the-latest-information" rel="permalink">Adapting AI Models to the Latest Information: Methods and Approaches </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">This article explores the challenges of keeping AI models up-to-date with the latest information and presents various methods and approaches for adapting AI ...</p>
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<a href="/dsblog/What-Are-Transformers-in-AI" rel="permalink">What Are Transformers in AI </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
What Are Transformers in AI
Transformer Architecture
Background Whether GPT, ChatGPT, DALL-E, Whisper, Satablity AI or whatever significant you see in t…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/chatgpt-usecases" rel="permalink">ChatGPT Usecases </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
What is ChatGPT? ChatGPT is general purpose - “chat model” from OpenAI. It is a language model, which means if you type some text then it can understand an…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/gpt-usecases" rel="permalink">GPT Usecases </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
What is GPT?
GPT is a transformer. Don’t confuse it with your electricity transformer! In Artificial Intelligence there are different kinds of neural netw…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Introduction-to-Neural-Network" rel="permalink">Introduction to Neural Network </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Introduction to Neural Network
Introduction to a Perceptron
A perceptron is a type of artificial neural network that can be used for binary classificatio…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/What-is-GAN" rel="permalink">What is GAN? </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
What is GAN?
What is GAN (Generative Adversarial Network)? Generative adversarial networks (GANs) are besing used to generate images, videos, text, audio …</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/AI-Use-Cases-in-Food-Processing" rel="permalink">AI Use Cases in Food Processing </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
AI Use Cases in Food Processing
Introduction The food processing industry is a vital sector in the global economy, responsible for providing safe and nutr…</p>
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<a href="/dsblog/AI-usecases-in-Agriculture-Industry" rel="permalink">AI Usecases in Agriculture Industry </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
AI Usecases in Agriculture Industry
Introduction In the today world where energy saving, climate change, cost and process optimization, effectiveness is t…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Cost-Functions-and-Optimizers-in-Machine-Learning" rel="permalink">Cost Functions and Optimizers in Machine Learning </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Cost-Functions-and-Optimizers-in-Machine-Learning
What is machine learning? Machine learning is a subfield of artificial intelligence that focuses on the …</p>
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<a href="/dsblog/Books-on-Conciousness" rel="permalink">Books on Conciousness </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Books on Conciousness
Introduction
If you are from the software industry and especially in a data scientist role on day to day basis. Then there are high…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/cognitive-biases" rel="permalink">Cognitive Biases </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Cognitive Biases
Introduction Cognitive biases are the systematic errors that occur when individuals deviate from rational decision-making. These biases a…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/File-Formats-in-Machine-Learning" rel="permalink">The Interconnectedness of Life and Data </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
The Interconnectedness of Life and Data
Introduction
While reading below keep your mind open. If you can keep your religious or even scientific informati…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Business-Usecases-of-GPT" rel="permalink">Business Usecases of GPT </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Business-Usecases-of-GPT
Introduction
You will not lose your job because of AI, but you may lose it because you didn’t learn how to use AI in your job.
…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Capabilities-of-AI-Transformers" rel="permalink">Capabilities of AI Transformers </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Capabilities of AI Transformers
Background Whether GPT, ChatGPT, DALL-E, Whisper, Satablity AI or whatever significant you see in the AI worlds nowdays it…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Model-Fine-Tuning-with-OpenAI-API" rel="permalink">A Guide to Model Fine Tuning with OpenAI API </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
A Guide to Model Fine Tuning with OpenAI API
Account Setup and API Key Generation
Go to openai, sign up there and create your account. After than you nee…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/What-is-GAN-Architecture" rel="permalink">What is GAN Architecture? </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
What is GAN Architecture? Generative Adversarial Networks (GANs) are a powerful class of neural networks that are used for unsupervised learning. It was de…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Embedding-with-FastText" rel="permalink">Embedding with FastText </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Embedding with FastText
What is Embedding?
What are Different Types of Embedding
What is FastText? FastText is an open-source library for efficient lea…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Major-LLM-Developers-Reshaping-NLP-Advancements" rel="permalink">Major LLM Developers Shaping the AI Landscape </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Major LLM Developers Shaping the AI Landscape
From Text to Intelligence: Major LLM Developers Shaping the AI Landscape
Introduction:
The world of Artifi…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/nlp-tasks" rel="permalink">NLP Tasks </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
NLP Tasks
Introduction Processing words of any language and driving some meaning from these is as old as the human language. Recently, AI momentum is taki…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/what-is-llm" rel="permalink">What is LLM </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
What is Large Language Model
Introduction LLM stands for Large Language Model. It is a type of artificial intelligence (AI) model that is trained on a mas…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/rps-Pretrained-Language-Models-for-Text-Generation" rel="permalink">Paper-Summary- A Survey Paper# Pretrained Language Models for Text Generation </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Paper Name :- Pretrained Language Models for Text Generation: A Survey
Typer of Paper:- Survey Paper
Paper URL
Paper title of the citations mentioned c…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
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</h2>
<p class="archive__item-excerpt" itemprop="description">
Comprehensive Glossary of LLM I am developing this Glossary slowly at my own pace. Content on this page keep changing. Better definition, better explainati…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Machine-Learning-Metrics" rel="permalink">Machine Learning Metrics </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Machine Learning Metrics
Introduction
In Machine Learning projects whether classical machine learning, deep learning, computer vision, speech processing,…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/select-ai-papers" rel="permalink">Important AI Paper List </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Important AI Paper List
Introduciton
In almost all citations it becomes very difficult to read the title of research papers. Why? Because the contributor…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/paperwithcode-resources" rel="permalink">Paper with Code Resources </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Paper with Code Resources
Trending Papers of 2021
ADOP: Approximate Differentiable One-Pixel Point Rendering — Rückert et al — https://paperswithcode….</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/ML-Model-Repository-from-Pinto0309" rel="permalink">ML Model Respository from Pinto0309 </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
ML Model Repository from Pinto0309
Introduction Using AI we can solve many kinds of tasks for this input can be text, structured data, image, video, audio…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/ML-Model-Development-Framework" rel="permalink">ML Model Development Framework </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
ML Model Development Framework & Model Repositories
Introduction There are hundreds of machine learning tasks. To do these tasks there are thousands o…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/basics-of-word-embedding" rel="permalink">Basics of Word Embedding </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Basics of Word Embedding
What is Context, target and window?
The “context” word is the surrounding word. The “target” word is the middle word. The …</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/graph-of-thoughts" rel="permalink">Graph of Thoughts </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Graph of Thoughts
This is a valuable resource for learning Graph of Thoughts (GoT) concepts. The YouTube video is from code_your_own_AI. I’m utilizing the…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/topic-modeling-with-bert" rel="permalink">Topic Modeling with BERT </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Topic Modeling with BERT
Key steps in BERTopic modelling are as following.
Use “Sentence Embedding” models to embed the sentences of the article Red…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/empowering-language-with-ainlp-capabilities" rel="permalink">Empowering Language with AI NLP Capabilities </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Empowering-Language-with-AI-NLP-Capabilities
Introduction When envisioning artificial intelligence (AI), the initial images that often come to mind are hu…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/transformers-demystified-a-step-by-step-guide" rel="permalink">Transformers Demystified A Step-by-Step Guide </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Transformers Demystified A Step-by-Step Guide
All modern Transformers are based on a paper “Attention is all you need”
Introduction This was the mother p…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/what-is-unicode-and-how-does-it-works" rel="permalink">What is Unicode and how does it works? </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
What is Unicode and how does it works?
What is Unicode: A Universal Character Set
Unicode is a standard that assigns a unique number to every character, …</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/why-to-finetune-llm" rel="permalink">Why to Finetune LLM? </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Finetuning, Fewshot Learning, Why and How?
Why to finetune a LLM?
Fine-tuning a large language model (LLM) can provide several benefits, depending on you…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Visualizing-transformers-and-attention" rel="permalink">Visualizing Transformers and Attention </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">Visualizing transformers and attention - A summary note from Grant Sanderson’s talk at TNG Big Tech 2024
</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/AI-Imperialism" rel="permalink">AI Imperialism: Western Dominance and the Future of Global Technology </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">Exploring the Western dominance in AI development, its implications and the future of global technology.
</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Framework-for-using-LLM" rel="permalink">Framework for using LLM </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">A comprehensive guide to selecting the right model and prompt type for your LLM project.
</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/OpenAI-12-Days-2024-Announcements" rel="permalink">OpenAI 12 Days 2024 Announcements </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">OpenAI’s 12 Days of 2024 brought some exciting announcements. In this post, I provide a concise overview of the key updates.
</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/ai-ml-dl-nlp-conferences" rel="permalink">AI, ML, Deep Learning, NLP Conferences & Journals </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
AI, ML, Deep Learning, NLP Conferences & Journals
Content on this page keeps changing. These links are taken from my chrome browser favorites.
A list…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/ml-tasks-and-model-evaluation" rel="permalink">Machine Learning Tasks and Model Evaluation </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Machine Learning Tasks and Model Evaluation
Introduction Machine learning is a subject where we study how to create & evaluate machine learning models…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/DS-AI-Projects-Project-Ideas" rel="permalink">Data Science/AI Projects Project Ideas </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">AI Projects Project Ideas
AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas
Project Name/Idea
Type of Project
…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/DS-AI-Projects-Project-Ideas" rel="permalink">Data Science/AI Projects Project Ideas </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">AI Projects Project Ideas
AI, Data Science, Machine Learning, Deep Learning, NLP Project Ideas
Project Name/Idea
Type of Project
…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/ds-ai-ml-researchers" rel="permalink">Data Scientists and AI, ML Researchers </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Data Scientists and AI, ML Researchers
For the initial list, I have taken content from github. I have expanded this and will keep updating this in the fut…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/ml-tasks-and-model-evaluation" rel="permalink">Machine Learning Tasks and Model Evaluation </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Machine Learning Tasks and Model Evaluation
Introduction Machine learning is a subject where we study how to create & evaluate machine learning models…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/nlp-tasks" rel="permalink">NLP Tasks </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
NLP Tasks
Introduction Processing words of any language and driving some meaning from these is as old as the human language. Recently, AI momentum is taki…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/graph-of-thoughts" rel="permalink">Graph of Thoughts </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Graph of Thoughts
This is a valuable resource for learning Graph of Thoughts (GoT) concepts. The YouTube video is from code_your_own_AI. I’m utilizing the…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/topic-modeling-with-bert" rel="permalink">Topic Modeling with BERT </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Topic Modeling with BERT
Key steps in BERTopic modelling are as following.
Use “Sentence Embedding” models to embed the sentences of the article Red…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/empowering-language-with-ainlp-capabilities" rel="permalink">Empowering Language with AI NLP Capabilities </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Empowering-Language-with-AI-NLP-Capabilities
Introduction When envisioning artificial intelligence (AI), the initial images that often come to mind are hu…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/transformers-demystified-a-step-by-step-guide" rel="permalink">Transformers Demystified A Step-by-Step Guide </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Transformers Demystified A Step-by-Step Guide
All modern Transformers are based on a paper “Attention is all you need”
Introduction This was the mother p…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/what-is-unicode-and-how-does-it-works" rel="permalink">What is Unicode and how does it works? </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
What is Unicode and how does it works?
What is Unicode: A Universal Character Set
Unicode is a standard that assigns a unique number to every character, …</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/why-to-finetune-llm" rel="permalink">Why to Finetune LLM? </a>
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Introduction In Python projects, certain folders and files serve specific …</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Python-Code-Snippnet-from-Colab" rel="permalink">Python Code Snippnet from Colab </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Python Code Snippnet from Colab
What is snippet? A snippet is a small, reusable piece of code designed to perform a specific task or solve a particular pr…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Exploring-Docker-and-VS-Code-Integration" rel="permalink">Exploring Docker and VS Code Integration </a>
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<p class="archive__item-excerpt" itemprop="description">
Exploring Docker and VS Code Integration
Is this article for me? If you are interested in docker, containers, VS Code and development and looking answers …</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Exploring-Python-Package-Manager" rel="permalink">Exploring Python Package Manager </a>
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<p class="archive__item-excerpt" itemprop="description">
Exploring Python Package Managers
What is Package Manager?
A package manager is a tool that automates the process of installing, upgrading, configuring, …</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Understanding-HTML-Templating-with-Python-Ruby-PHP" rel="permalink">Understanding HTML Templating with Python, Ruby, and PHP </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Understanding HTML Templating with Python, Ruby, and PHP
What is HTML Templating? This concept is widely used across different frameworks and languages to…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Python-Code-Snippnet-from-Colab" rel="permalink">Python Code Snippnet from Colab </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Python Code Snippnet from Colab
What is snippet? A snippet is a small, reusable piece of code designed to perform a specific task or solve a particular pr…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/best-resources-to-learn-python" rel="permalink">Best Resources to Learn Python </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Best Resources to Learn Python
Best Python Resources
Learn Python the Hard Way Python Practice Book — Python Practice Book Making Games with Python…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Python-Software-Development-and-Distribution" rel="permalink">Python Software Development and Distribution </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">Contents
Introduction Data Science and Exploration The different names for software piece Why different names for the software? Why update your so…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/journey-from-master-to-phd" rel="permalink">My Journey from Master to PhD in Data Science and AI </a>
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<p class="archive__item-excerpt" itemprop="description">
My Journey from Master to PhD in Data Science and AI
I have been in software development between 1993 to 2009. Some of these years were in senior leadersh…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/exploring-anythingllm" rel="permalink">Exploring AnythingLLM </a>
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<p class="archive__item-excerpt" itemprop="description">A comprehensive guide to understanding and implementing AnythingLLM, an open-source platform for creating personalized language models and knowledge databases.
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<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/navigating-llm-infrastructure-landscape" rel="permalink">Navigating the LLM Infrastructure Landscape </a>
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<p class="archive__item-excerpt" itemprop="description">A comprehensive exploration of the LLM infrastructure landscape, from cloud giants to specialized providers, helping organizations make informed decisions ab...</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/relational-algebra" rel="permalink">SQL and Relational Algebra </a>
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<p class="archive__item-excerpt" itemprop="description">
SQL and Relational Algebra
Relational algebra (RA) is considered as a procedural query language where the user tells the system to carry out a set of oper…</p>
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<a href="/dsblog/rl-git-repo" rel="permalink">Reinforcement Learning Git Repositories </a>
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Reinforcement Learning Git Repositories
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<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Confusion-Matrix-Bayesian-Theorem" rel="permalink">Confusion Matrix Bayesian Theorem </a>
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<p class="archive__item-excerpt" itemprop="description">
If you are like me then you must have struggled enough to understand the confusion matrix or still struggling to understand the metrics of this confusion m…</p>
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<a href="/dsblog/How-Naive-Bayes-Classifier-Works" rel="permalink">How Naive Bayes Classifier Works </a>
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<p class="archive__item-excerpt" itemprop="description">
How Naive Bayes Classifier Works?
Naive Bayes classifier example
In this presentation, I am not going into the depth of the Naive Bayes algorithm. I am a…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/rl-git-repo" rel="permalink">Reinforcement Learning Git Repositories </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Reinforcement Learning Git Repositories
Sno.
URL
Description
1
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<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/latex-capabilities" rel="permalink">LaTeX Capabilities </a>
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<p class="archive__item-excerpt" itemprop="description">
In the realm of document typesetting and preparation, LaTeX stands as a timeless giant, revered by professionals, researchers, students, and publishers ali…</p>
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<a href="/dsblog/How-To-Do-Literature-Review" rel="permalink">How to do Literature Review </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
How to Conduct Literature Review?
Introduction Literature Review (LR) or Literature Survey (LS) is a process that helps you to browse the libraries, liter…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/best-resources-to-learn-python" rel="permalink">Best Resources to Learn Python </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Best Resources to Learn Python
Best Python Resources
Learn Python the Hard Way Python Practice Book — Python Practice Book Making Games with Python…</p>
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<a href="/dsblog/Programming-Resources" rel="permalink">Programming Resources </a>
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Programming Resources
Programming
Learning with Others
Codementor : A mentorship community to learn from fellow developers via live 1:1 help and more….</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Understanding-HTML-Templating-with-Python-Ruby-PHP" rel="permalink">Understanding HTML Templating with Python, Ruby, and PHP </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Understanding HTML Templating with Python, Ruby, and PHP
What is HTML Templating? This concept is widely used across different frameworks and languages to…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/the-complete-ecosystem-of-software-development" rel="permalink">The Complete Ecosystem of Software Development </a>
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<a href="/dsblog/SEO-Keyword-Planning" rel="permalink">SEO Keyword Planning </a>
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SEO Keyword Planning
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<a href="/dsblog/my-daily-tools" rel="permalink">My Daily Tools </a>
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<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Exploring-Apache-Hive" rel="permalink">Exploring Apache Hive </a>
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<p class="archive__item-excerpt" itemprop="description">
Exploring Apache Hive: Capabilities and Scalability for Big Data Processing
What is Hive? Apache Hive is a data warehousing and SQL-like query engine buil…</p>
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<a href="/dsblog/Selecting-Database-for-Project" rel="permalink">Selecting Database for Project </a>
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Essential Database Selection Criteria for Modern Applications
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What pa…</p>
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<a href="/dsblog/Exploring-SQL-and-GraphQL-Commands" rel="permalink">Exploring SQL and GraphQL Commands </a>
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<p class="archive__item-excerpt" itemprop="description">
Exploring SQL and GraphQL Commands
What is SQL? SQL, or Structured Query Language, is a standardized programming language used for managing and manipulati…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Introduction-to-Perplexity-AI" rel="permalink">Introduction to Perplexity AI </a>
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Introduction to Perplexity AI
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<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/SEO-Keyword-Planning" rel="permalink">SEO Keyword Planning </a>
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<p class="archive__item-excerpt" itemprop="description">
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<a href="/dsblog/summary-of-life-changing-selfhelp-books" rel="permalink">Summary of Life Changing Selfhelp Books </a>
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<p class="archive__item-excerpt" itemprop="description">
Download Link to this Diary
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<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Confusion-Matrix-Bayesian-Theorem" rel="permalink">Confusion Matrix Bayesian Theorem </a>
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<a href="/dsblog/google-ai-studio-vs-vertexai" rel="permalink">Google AI Studio vs Vertex AI </a>
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<p class="archive__item-excerpt" itemprop="description">The difference between Vertex AI and Google AI Studio lies in their scope, functionality, and target audiences within Google’s suite of AI tools.
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<a href="/dsblog/serverless-llm-deployment" rel="permalink">Serverless LLM Deployment Platform </a>
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<a href="/dsblog/shazam-features" rel="permalink">Features ofShazam Econometrics Software </a>
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</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Exploring-Linux-Distributions" rel="permalink">Understanding Linux Distributions </a>
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<p class="archive__item-excerpt" itemprop="description">
Understanding Linux Distributions
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<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/my-daily-tools" rel="permalink">My Daily Tools </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
My Daily Tools
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<a href="/dsblog/Python-Software-Development-and-Distribution" rel="permalink">Python Software Development and Distribution </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">Contents
Introduction Data Science and Exploration The different names for software piece Why different names for the software? Why update your so…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/What-is-Package-Manager" rel="permalink">What is Package Manager? </a>
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<p class="archive__item-excerpt" itemprop="description">
Question: What is Package Manager?
Package managers help simplify the process of software installation, updating, and dependency management on their respe…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Exploring-Github" rel="permalink">Exploring Github </a>
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<p class="archive__item-excerpt" itemprop="description">
Exploring Github
Question: What is github package and what can I do with this? GitHub Packages is a service that allows you to host and manage packages (e…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Understanding-Jekyll-Framework" rel="permalink">Understanding Jekyll Framework </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Understanding Jekyll Framework
What is Jekyll?
Jekyll is a popular static site generator that transforms plain text into static websites and blogs. It’s …</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/300-Important-Statistical-Terms" rel="permalink">300 Important Statistical Terms </a>
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<p class="archive__item-excerpt" itemprop="description">Important Statistical Terms
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See transfor...</p>
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<a href="/dsblog/300-Important-Statistical-Terms" rel="permalink">300 Important Statistical Terms </a>
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<p class="archive__item-excerpt" itemprop="description">Important Statistical Terms
Sno
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Affine transformation.
See transfor...</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Statistics-Interview-Question-for-Data-Scientist" rel="permalink">Statistics Interview Question for Data Scientist </a>
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<p class="archive__item-excerpt" itemprop="description">
Statistics Interview Question for Data Scientist
In this question-answer blog, I will try to answer that every question starts with an example rather t…</p>
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<a href="/dsblog/shazam-features" rel="permalink">Features ofShazam Econometrics Software </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">Overview of Shazam’s features in econometrics, statistics, and data science.
</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/basic-statistics-for-data-science" rel="permalink">Basic Statistics for Data Science </a>
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<p class="archive__item-excerpt" itemprop="description">
Basic Statistics for Data Science
Important Webpages on Statistics
Statistical Inference – an overview - ScienceDirect Topics Welcome – The Data Jou…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/300-Important-Statistical-Terms" rel="permalink">300 Important Statistical Terms </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">Important Statistical Terms
Sno
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Definition
1
Affine transformation.
See transfor...</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Statistics-Interview-Question-for-Data-Scientist" rel="permalink">Statistics Interview Question for Data Scientist </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Statistics Interview Question for Data Scientist
In this question-answer blog, I will try to answer that every question starts with an example rather t…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Exploring-Synthetic-Data-Generation-Capabilities" rel="permalink">Exploring Synthetic Data Generation Capabilities </a>
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<p class="archive__item-excerpt" itemprop="description">
Exploring Synthetic Data Generation Capabilities
Is this article for me? Are you looking answers to these questions?
What is Synthetic Data? What is …</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Types-of-Technologies" rel="permalink">Types of Technologies </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
How Many Types of Technologies?
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<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Understanding-HTML-Templating-with-Python-Ruby-PHP" rel="permalink">Understanding HTML Templating with Python, Ruby, and PHP </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Understanding HTML Templating with Python, Ruby, and PHP
What is HTML Templating? This concept is widely used across different frameworks and languages to…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Understanding-Jekyll-Framework" rel="permalink">Understanding Jekyll Framework </a>
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<p class="archive__item-excerpt" itemprop="description">
Understanding Jekyll Framework
What is Jekyll?
Jekyll is a popular static site generator that transforms plain text into static websites and blogs. It’s …</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/exploring-gguf-and-other-model-formats" rel="permalink">Exploring GGUF and Other Model Formats </a>
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<p class="archive__item-excerpt" itemprop="description">A comprehensive guide to understanding different machine learning model formats, with a special focus on GGUF and its advantages in model compression, deploy...</p>
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<a href="/dsblog/Tensorflow-gpu-setup-on-local-machine" rel="permalink">Tensorflow GPU Setup on Local Machine </a>
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<p class="archive__item-excerpt" itemprop="description">
Tensorflow GPU Setup on Local Machine
Introduction
Tensorflow, pytorch are deep learning libraries or packages. Tensorflow is developed by google and pyt…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Applications-of-GenAI" rel="permalink">Applications of GenAI </a>
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<p class="archive__item-excerpt" itemprop="description">
Application of Generative AI (GenAI)
Generative AI (GenAI) is transforming how we interact with technology by producing human-like text, images, audio, an…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Navigating-the-JavaScript-Ecosystem" rel="permalink">Navigating the JavaScript Ecosystem </a>
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<p class="archive__item-excerpt" itemprop="description">
Navigating the JavaScript Ecosystem: npm, Yarn, unpkg, and More This article is trying to answer following questions.
Evoluation of Javascript and Rela…</p>
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<a href="/dsblog/Types-of-LLM" rel="permalink">Types of Large Language Models (LLM) </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Introduction: The world of Generative AI (GenAI) is expanding at an astonishing rate, with new models emerging almost daily, each sporting unique names, ca…</p>
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<a href="/dsblog/Transfer-Learning-Key-AI-Techniques-Explained" rel="permalink">Transfer Learning Key AI Techniques Explained </a>
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<p class="archive__item-excerpt" itemprop="description">
Transfer Learning Key AI Techniques Explained In this article we will understand some important concepts used within machine learning.
What is in-contex…</p>
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<a href="/dsblog/AI-Benchmarks-Explained" rel="permalink">AI Benchmarks Explained </a>
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<p class="archive__item-excerpt" itemprop="description">
AI Benchmarks Explained: Essential Components and Leading LLM Evaluation Techniques
What is a Benchmark in AI? A benchmark in AI is like a standard measur…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Exploring-LLM-App-Development" rel="permalink">Exploring LLM Application Development </a>
</h2>
<p class="archive__item-excerpt" itemprop="description">
Exploring LLM Application Development
What is LLM Application Development? Large Language Model (LLM) application development involves creating applicatio…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Exploring-All-Dimensions-of-Application-Development" rel="permalink">Exploring All Dimensions of Application Development </a>
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Exploring All Dimensions of Application Development
These aspects highlight the diverse areas involved in application development beyond just frontend, ba…</p>
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<a href="/dsblog/Timeseries-Interview-Questions" rel="permalink">Timeseries Interview Questions </a>
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Timeseries Interview Questions
What are the characterstics of time series data? Time series data is a series of data points collected over time. Some cha…</p>
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<a href="/dsblog/Timeseries-Interview-Questions" rel="permalink">Timeseries Interview Questions </a>
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Timeseries Interview Questions
What are the characterstics of time series data? Time series data is a series of data points collected over time. Some cha…</p>
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<a href="/dsblog/Timeseries-Interview-Questions" rel="permalink">Timeseries Interview Questions </a>
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Timeseries Interview Questions
What are the characterstics of time series data? Time series data is a series of data points collected over time. Some cha…</p>
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<a href="/dsblog/Timeseries-Interview-Questions" rel="permalink">Timeseries Interview Questions </a>
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<p class="archive__item-excerpt" itemprop="description">
Timeseries Interview Questions
What are the characterstics of time series data? Time series data is a series of data points collected over time. Some cha…</p>
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<a href="/dsblog/Timeseries-Interview-Questions" rel="permalink">Timeseries Interview Questions </a>
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Timeseries Interview Questions
What are the characterstics of time series data? Time series data is a series of data points collected over time. Some cha…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/ml-frameworks-libraries-tools" rel="permalink">Machine Learning Framework, Library, Tools </a>
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Machine Learning Framework, Library, Tools
Introduction
As of 2022, Data Science, AI, and Machine Learning are very fast-evolving domains. In the last 5 …</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/topic-modeling-with-bert" rel="permalink">Topic Modeling with BERT </a>
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Topic Modeling with BERT
Key steps in BERTopic modelling are as following.
Use “Sentence Embedding” models to embed the sentences of the article Red…</p>
<h2 class="archive__item-title no_toc" itemprop="headline">
<a href="/dsblog/Comprehensive-Glossary-of-LLM" rel="permalink">Comprehensive Glossary of LLM, Deep Learning, NLP, and CV Terminology </a>
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Comprehensive Glossary of LLM I am developing this Glossary slowly at my own pace. Content on this page keep changing. Better definition, better explainati…</p>
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Important AI Paper List
Introduciton
In almost all citations it becomes very difficult to read the title of research papers. Why? Because the contributor…</p>
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