Data Science Blog

NVIDIA Timeline # NVIDIA Corporation has an illustrious history since its founding in 1993. It started as a graphics processing pioneer and has grown into a global leader in AI, gaming, data center …

Navigating the LLM Infrastructure Landscape: From Cloud Giants to Specialized Providers # 1. Introduction # The rapid advancement of Large Language Models (LLMs) has revolutionized a wide range of …

Understanding GGUF and Other Model Formats in Machine Learning # As machine learning models continue to grow in complexity, the need for efficient, flexible, and versatile model formats becomes more …

Exploring AnythingLLM # What is AnythingLLM? # AnythingLLM is an open-source project developed by Mintplex Labs that offers a highly flexible platform for creating personalized language models and …

Navigating Python Ecosystem # 1. History of Python Development # Python was created by Guido van Rossum and was first released in 1991. Its design philosophy emphasizes code readability, and its …

Processors for HTML, CSS, and JS Code # What are HTML Processors? # HTML processors (or preprocessors) extend HTML functionality by adding new features like templating, reusable components, loops, …

Exploring Popular Web Server # What is Webserver? # A web server is software or hardware that serves web content to users over the internet. It hosts, processes, and delivers web pages to clients, …

Exploring All Dimensions of Application Development # These aspects highlight the diverse areas involved in application development beyond just frontend, backend, or mobile/desktop apps. Each plays a …

Exploring LLM Application Development # What is LLM Application Development? # Large Language Model (LLM) application development involves creating applications that leverage pretrained large …

AI Benchmarks Explained: Essential Components and Leading LLM Evaluation Techniques # What is a Benchmark in AI? # A benchmark in AI is like a standard measurement tool that helps researchers and …

Transfer Learning Key AI Techniques Explained # In this article we will understand some important concepts used within machine learning. What is in-context Learning? What is Prompt-Engineering? What …

Introduction: # The world of Generative AI (GenAI) is expanding at an astonishing rate, with new models emerging almost daily, each sporting unique names, capabilities, versions, and sizes. For AI …

Navigating the JavaScript Ecosystem: npm, Yarn, unpkg, and More # This article is trying to answer following questions. Evoluation of Javascript and Relationship with Java. What are popular …

Application of Generative AI (GenAI) # Generative AI (GenAI) is transforming how we interact with technology by producing human-like text, images, audio, and even code. Leveraging advanced models, …

Understanding Jekyll Framework # What is Jekyll? # Jekyll is a popular static site generator that transforms plain text into static websites and blogs. It’s built with Ruby and designed to be …

Introduction to Container Registry # What is Container Registry? # A container registry is a central store or service where container images are stored, managed and distributed. Container images are …

AI/ML with Oracle Cloud # Oracle Infrastructure Services # Register for Oracle Cloud Free Tier Oracle AI Main services # Digital Assistant Document Understanding Language Vision Speech Stream Cloud …

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 strategies. Here’s a guide to help you …

Understanding HTML Templating with Python, Ruby, and PHP # What is HTML Templating? # This concept is widely used across different frameworks and languages to build dynamic, server-rendered web …

Exploring Synthetic Data Generation Capabilities # Is this article for me? # Are you looking answers to these questions? What is Synthetic Data? What is data anonymization? What are different …

Exploring SQL and GraphQL Commands # What is SQL? # SQL, or Structured Query Language, is a standardized programming language used for managing and manipulating relational databases. It allows users …

Exploring Python Package Managers # What is Package Manager? # A package manager is a tool that automates the process of installing, upgrading, configuring, and removing software packages (libraries, …

Understanding Linux Distributions # What are Linux Distributions? # A Linux distribution (often abbreviated as “distro”) is a version of the Linux operating system that includes the Linux …

Exploring Firebase # What is Firebase? # Originally, Firebase started as a product called Envolve in 2011, which was a real-time chat service. It was co-founded by James Tamplin and Andrew Lee. While …

What is Bundler? # Bundler is a dependency management tool for Ruby applications. It ensures that the right versions of gems (libraries) are installed and used in a project. Ruby packages are called …

What is dense embedding in AI? # Dense embeddings are critical in many AI applications, particularly in deep learning, where they help reduce data complexity and enhance the model’s ability to …

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 search engine that uses a large language …

Comprehensive Guide to Git Commands # Is this article for me? # If you are a developer and you want to learn Git commands and their usage, this article is for you. If you are a data scientist and you …

Essential Database Selection Criteria for Modern Applications # Is this article for me? # If you are looking answer for these questions then “Yes”. What parameters should you consider to …

Exploring Apache Hive: Capabilities and Scalability for Big Data Processing # What is Hive? # Apache Hive is a data warehousing and SQL-like query engine built on top of Hadoop. It provides a …

Machine Learning Key Concepts # In this article Essential Machine Learning Techniques/Concepts are Explained, some of them are are Cross-Validation, Hyperparameter Optimization, Machine learning …

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 for the following questions then keep …

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 are capable of building these models …

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 problem. It’s often just a few lines long …

Console Types Every Programmer Should Know # Is this article for me? # If you are you confused about a term “console” which you heard at many places and in many context, and you want to …

Navigating Google Cloud Security # Is this article for me? # If you are looking answers of these questions then continue reading. What are various components of GCP security architecture? What is …

Building AI-Powered Flutter Apps: Best Practices for Folder Structure # Is this article for you? # You want to create a Flutter application but are unsure of which folders should be part of your …

Understanding Python Project Folder Structures: Essential Directories Explained # Introduction # In Python projects, certain folders and files serve specific purposes to help with organizing code, …

The Battle for AI Supremacy: GenAI Capabilities from AWS, Azure, and Google Cloud # Is this Article for me? # If you are looking for answer of following questions then this article is for you, else …

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: What is Ollama? Is it like Docker? …

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.g., code libraries, Docker containers) …

Question: What is Package Manager? # Package managers help simplify the process of software installation, updating, and dependency management on their respective platforms. Question: Why are there so …

Tensorflow GPU Setup on Local Machine # Introduction # Tensorflow, pytorch are deep learning libraries or packages. Tensorflow is developed by google and pytorch is developed by Meta. There are some …

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 to how we manage our environment and …

Variations of Language Model in Huggingface # What the Model variable in Huggingface? # We know base moels like BERT, T5, GPT2, GPT3 etc are developed by researchers working with different companies. …

MLOps Tools # MLOps (Machine Learning Operations) is a set of practices and tools designed to streamline and automate the deployment, monitoring, and management of machine learning models in …

Programming Resources # Programming # Learning with Others # Codementor : A mentorship community to learn from fellow developers via live 1:1 help and more. devRant : Community where you can rant and …

AI Usecases in Cybersecurity # AI in Cyber Security, Ethics Related Challenges and Usecases # AI Usecases in Cyber Security # Threat Detection and Response AI can enhance the detection and response …

Open Source AI vs Closed Source AI # Major players in the AI industry, such as Google, Microsoft, IBM, Salesforce, etc each have their own proprietary models and infrastructure to host these models. …

How Much Memory Needed for LLM? # What is LLM? # LLM stands for Large Language Model. These are machine learning models that are trained on massive amounts of text data to understand, generate, and …