Data Science Blog
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Welcome to my Data Science Blog!
Understanding the Business of Marketplaces
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Business & Career
Web Development
E-Commerce
Digital Transformation
Business Models
Understanding the Business of Marketplaces: A Digital Economy Guide # Introduction # For a long …
Exploring GraphDB and Neo4j - A Guide to Graph Databases
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Databases
Data Science
Graph Databases
NoSQL Databases
RDBMS vs. Neo4j (Cypher) Command Comparison # Are GraphDB faster than RDBMS? # Graph databases …
Exploring and Evaluating Integrated Development Environments (IDEs)
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Development Environment & Tools
Software Development
Evaluation & Metrics
Developer Tools
Development Environment
Development Tools
Collaboration Tools
Exploring and Evaluating Integrated Development Environments (IDEs) # In this article we will …
Working with GitHub from WSL and Windows Folders
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Version Control
GitHub
Software Development
Development Environment & Tools
GitHub
Development Environment
Operating Systems
Version Control
Collaboration Tools
Problem Statement: # I have project in D:\github-blog\dasarpai-websitetest. This is also a github …
Why Use Offline AI Models?
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AI Hardware & Infrastructure
DevOps & MLOps
Artificial Intelligence (AI)
Edge AI
AI Research Tools
AI in Data Privacy
AI Output Control
AI Model Customization
AI Security
Why to use Offline AI Models? # There are dozens of AI companies offering cloud-based AI solutions, …
Online Coding Tools: Choosing the Right IDE for Your Project
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Development Environment & Tools
Programming
Learning Resources
Development Environment
Cloud Development
Coding Resources
AI Development Tools
Data Science Tools
Online Coding Tools # The main difference between various online coding tools lies in how these …
The Basics of Microprocessor and Microcontroller
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IT Infrastructure
Programming
Learning Resources
Computer Hardware
Embedded Systems
The Basics of Microprocessor and Microcontroller # What is a Microcontroller? # A microcontroller …
Exploring Reasoning Models in AI Marketplace, Feb 25
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Artificial Intelligence (AI)
AI/ML Models
Philosophy & Cognitive Science
AI Reasoning
AI Capabilities
AI Problem Solving
AI Model Deployment
AI Model Integration
Technology Concepts
Open Source AI
Exploring Reasoning Models in AI Marketplace - Feb'2025 # What Makes a Model a “Reasoning …
Exploring DeepSeek R1: The AI That Thinks Like a Human
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AI/ML Models
Language Models (LLMs)
Artificial Intelligence (AI)
Specific AI Models
AI Reasoning
AI Capabilities
AI Problem Solving
AI Model Deployment
AI Model Integration
Exploring DeepSeek R1: The AI That Thinks Like a Human # Artificial Intelligence (AI) has come a …
Integrating Ollama AI Models and Open WebUI with Docker: A Step-by-Step Guide
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AI Hardware & Infrastructure
Development Environment & Tools
AI/ML Models
Specific AI Models
Specific AI Tools
Docker
AI Model Deployment
AI Model Integration
Integrating Ollama AI Models and Open WebUI on Docker # Introduction # Ollama, Opensource LLM …
Unlocking the Power of Prompts: A Comprehensive Guide to Prompt Engineering
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Prompt Engineering
Artificial Intelligence (AI)
Natural Language Processing (NLP)
Prompt Engineering
AI Models
Cloud AI Services
Unlocking the Power of Prompts # Introduction # What can you do with Art of Prompting and powerful …
Exploring Reinforcement Learning Concepts: A Comprehensive Guide
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Machine Learning (ML)
Artificial Intelligence (AI)
Reinforcement Learning (RL)
Exploring Reinforcement Learning Concepts # Reinforcement Learning (RL) is a rich and complex field …
Bookmark Blog Articles from Browser
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Data Science Resources
Remove
Web Development Resources
Learning Resources
Research Resources
Data Science Resources
AI Resources
Bookmark Blog Articles from Browser # This web page serves as a continuation of the AI Resources …
AI Resources: Ultimate Collection of Cutting-Edge Tools for AI Enthusiasts
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Data Science Resources
AI Tools
AI Resources
AI Development
AI Job Search
AI Business Tools
AI Resources: Ultimate Collection of Cutting-Edge Tools for AI Enthusiasts # Introduction # In a …
Exploring Possibilities with CSS: A Comprehensive Guide to Advanced CSS Coding
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Web Development
Programming
Software Development
Frontend Development
Web Development
Web Design
Exploring Advance CSS Coding # HTML give the structure to any website, it is like bone strucutre of …
Setting Up a Development Environment with Windows 11, WSL2 and Docker
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Development Environment & Tools
Containerization
IT Infrastructure
Development Environment
Operating Systems
Docker
GitHub
Linux
Setting Development Environment with WSL2, Docker and Github # This quick tutorial is about setting …
Exploring Shell Scripting and Batch Files
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Programming
System Administration
Development Environment & Tools
Scripting
Operating Systems
Linux
Exploring Shell Scripting and Batch Files # Batch files are scripts that contain a series of …
Exploring the Local Location of Ollama Models on WSL2
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DevOps & MLOps
Development Environment & Tools
AI/ML Models
AI Platforms
Operating Systems
Exploring the Location of Ollama Models on Local Machine # Objective # Many times you may have a …
State of the Art Image Generation Models in Computer Vision: A Comprehensive Overview
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Computer Vision (CV)
AI/ML Models
Artificial Intelligence (AI)
Computer Vision
Generative AI
Language Models (LLMs)
AI Trends
State of the Art Computer Vision Models # What are the different methods of Image generation? # …
The Road to Bharat LLMs Goes Via Sanskrit
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Language Models (LLMs)
Interdisciplinary Topics
Artificial Intelligence (AI)
Sanskrit
AI Language
NLP Concepts
Specific AI Models
The Road to Bharat LLMs Goes Via Sanskrit # The Case for Sanskrit as India’s AI Language
The …
Exploring the Energy Demand and Supply of India
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Industry Applications
Technology Trends & Future
Interdisciplinary Topics
Energy
Exploring the Energy Demand and Supply of India # Introduction # When India talks about becoming a …
Demystifying NVIDIA GPUs
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AI Hardware & Infrastructure
IT Infrastructure
AI Hardware
Deep Learning (DL)
Demystifying NVIDIA GPUs # Introduction # NVIDIA has been in the GPU manufacturing business since …
Exploring Tokenization and Embedding in NLP
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Natural Language Processing (NLP)
AI/ML Models
Data Science
NLP Concepts
Machine Learning Concepts
Natural Language Processing (NLP)
Exploring Tokenization and Embedding in NLP # Tokenization and embedding are key components of …
Understanding Contextual Embedding in Transformers
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Natural Language Processing (NLP)
AI/ML Models
Artificial Intelligence (AI)
Transformer Models
Machine Learning Concepts
Deep Learning (DL)
Introduction # Embedding can be confusing for many people, and contextual embedding performed by …
Understanding the Working of CNN
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Computer Vision (CV)
AI/ML Models
Artificial Intelligence (AI)
Neural Networks
Deep Learning (DL)
Artificial Intelligence (AI)
Understanding the Working of CNN # In this article, we aim to delve deeper into the working of …
Power of Chinese AI Models
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AI/ML Models
Technology Trends & Future
Artificial Intelligence (AI)
AI Models
AI Industry
Research Methods
Power of Chinese AI Models # Introduction # After the Deepseek R1 turmoil in the market, there has …
Computer Vision Research Work
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Computer Vision (CV)
Research & Academia
AI/ML Research & Evaluation
Computer Vision
Research Methods
Artificial Intelligence (AI)
Computer Vision Research Work # When we talk about “vision” capabilities, most people …
Exploring AI Benchmarks & Leaderboards
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Artificial Intelligence (AI)
AI/ML Research & Evaluation
Evaluation & Metrics
Artificial Intelligence (AI)
AI Benchmarks
Exploring AI Benchmarks & Leaderboards # Introduction # A benchmark is a standardized test or …
Exploring Types of Models
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Artificial Intelligence (AI)
Machine Learning (ML)
AI/ML Models
AI Models
Software Design
Artificial Intelligence (AI)
Understanding Different Types of Models # Introduction # A model is a simplified representation or …
Understanding Callbacks
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Programming
Software Development
Programming Concepts
Software Design
Understanding Callbacks # In the software solution design sometime people find callback confusing …
Exploring AI Agents
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Artificial Intelligence (AI)
AI/ML Models
AI Applications
Artificial Intelligence (AI)
AI Agents
Automation
Systems Thinking
Exploring AI Agents # Introduction # As of the start of 2025, we are hearing a lot of buzz around …
AI Product Ideas 2025
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Artificial Intelligence (AI)
Business & Career
Technology Trends & Future
Artificial Intelligence (AI)
Product Development
Innovation
Technology Trends
AI Product Ideas # Introduction # There is a flood of AI products in the market, yet some people …
AI ML Project Ideas
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Artificial Intelligence (AI)
Machine Learning (ML)
Business & Career
Artificial Intelligence (AI)
Project Management
Innovation
Technology Trends
AI Project Ideas # Introduction # In your journey of learning and practicing AI project you may …
WhatsApp Integration: Webhooks, Messaging, and Architecture Design
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API Development
Web Development
Mobile Development
API Integration
Business Communication
Chatbots
WhatsApp Integration: Webhooks, Messaging, and Architecture Design # Introduction # When evaluating …
Unraveling Wireless Communication: Key Protocols and Technologies
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IT Infrastructure
Programming
Networking
Unraveling Wireless Communication # Introduction # Wireless communication is at the heart of modern …
Adapting AI Models to the Latest Information: Methods and Approaches
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Artificial Intelligence (AI)
AI/ML Models
Data Science
Artificial Intelligence (AI)
AI Models
Adapting AI Models to the Latest Information: Methods and Approaches # Introduction # Artificial …
Navigating Open-Source Licensing in the Age of AI: Challenges and Considerations
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AI Ethics & Governance
Software Development
Technology Trends & Future
Open Source
Software Licensing
Artificial Intelligence (AI)
Navigating Open-Source Licensing in the Age of AI: Challenges and Considerations # Introduction # …
Exploring Make.com: A Comprehensive Guide to Automation and Its Alternatives
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DevOps & MLOps
Business & Career
Learning Resources
Automation Tools
Automation
Application Integration
Exploring Make.com - A Comprehensive Guide to Automation and Its Alternatives # Make.com is an …
Rethinking AI Infrastructure: Advantages of On-Prem Over Cloud Solutions
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AI Hardware & Infrastructure
Cloud Computing
IT Infrastructure
Artificial Intelligence (AI)
Cloud Computing
Computing Infrastructure
Rethinking AI Infrastructure: Advantages of On-Prem Over Cloud Solutions # Why Not to Use Cloud AI …
Shaping Tomorrow with AI: Nvidia’s Innovations in Graphics, Robotics, and Intelligence
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Artificial Intelligence (AI)
AI Hardware & Infrastructure
Industry Applications
Artificial Intelligence (AI)
AI Hardware
Innovation
Shaping Tomorrow with AI: Nvidia’s Innovations in Graphics, Robotics, and Intelligence # This …
AI Predictions for 2025
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Artificial Intelligence (AI)
Technology Trends & Future
AI Trends
Software Development
Artificial Intelligence (AI)
Major AI Predictions for 2025 # Listen Summary of this in Podcast Format # Your browser does not …
The Complete Ecosystem of Software Development
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Software Development
Technology Trends & Future
Business & Career
Software Development
Software Development Lifecycle (SDLC)
Software Engineering
The Complete Ecosystem of Software Development # Software processes are a fascinating area because …
curl Commands
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Development Environment & Tools
Programming
IT Infrastructure
Networking Tools
Command Line Interface (CLI)
Web Development
! What is curl command? # The curl command is a versatile command-line tool for transferring data to …
How AlphaFold is Revolutionizing Protein Science
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AI Applications
Interdisciplinary Topics
Research & Academia
Artificial Intelligence (AI)
Biology
AI in Biology
How AlphaFold is Revolutionizing Protein Science: Answering Big Questions with AI # Introduction # …
OpenAI 12 Days 2024 Announcements
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Artificial Intelligence (AI)
Technology Trends & Future
AI Hardware & Infrastructure
Artificial Intelligence (AI)
Natural Language Processing (NLP)
Language Models (LLMs)
OpenAI 12 Days 2024 Announcements # Day 1- Announcements # Launch of o1 Full Version: This is an …
Framework for using LLM
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Language Models (LLMs)
Software Development
Programming
Artificial Intelligence (AI)
Natural Language Processing (NLP)
Language Models (LLMs)
Maximizing Your LLM Project: A Comprehensive Guide to Effective Prompt Types # When working on a …
AI Imperialism: Western Dominance and the Future of Global Technology
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AI Ethics & Governance
Societal Impact
Technology Trends & Future
Artificial Intelligence (AI)
Natural Language Processing (NLP)
Transformer Models
Transformer Architecture
AI Imperialism: Western Dominance and the Future of Global Technology # In the rapidly evolving …
Visualizing Transformers and Attention
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AI/ML Models
Artificial Intelligence (AI)
Artificial Intelligence (AI)
Natural Language Processing (NLP)
Transformer Models
Transformer Architecture
Remove
Visualizing Transformers and Attention # This is the summary note from Grant Sanderson’s talk …
Exploring Graphics Processing Units (GPUs)
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AI Hardware & Infrastructure
IT Infrastructure
Artificial Intelligence (AI)
Machine Learning (ML)
AI Hardware
Exploring Graphics Processing Units (GPUs) # Overall Computational Power of GPUs # ⚡ Incredible …
AI Models and Creators
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Artificial Intelligence (AI)
AI/ML Models
Technology Trends & Future
Artificial Intelligence (AI)
Machine Learning (ML)
Language Models (LLMs)
Generative AI
AI Models
AI Industry
AI Models and Creators # Popular Models and Their Creator # Nova - Amazon Gemini, Gemma - Google …
