Tag: Machine Learning

All the articles with the tag "Machine Learning".

• What is MCP (Model Context Protocol)? Understanding the Differences

  Updated

  Updated: 11 Mar, 2026

  By Pratik Bhuite | 20 min read

  Series: AI Engineering & Machine Learning Series

  A comprehensive guide to understanding Model Context Protocol (MCP), how it differs from LLMs, AI agents, APIs, and other similar concepts in the AI ecosystem.

  • MCP
  • Model Context Protocol
  • AI

• XGBoost (eXtreme Gradient Boosting): A Complete Guide for Beginners

  29 Jan, 2026

  By Pratik Bhuite | 22 min read

  Series: AI Engineering & Machine Learning Series

  Learn XGBoost, the machine learning algorithm dominating Kaggle competitions. Real-world examples from Netflix, Airbnb, and fraud detection systems.

  • Machine Learning
  • XGBoost
  • Data Science

• Retrieval-Augmented Generation (RAG) for Beginners: A Complete Guide

  27 Jan, 2026

  By Pratik Bhuite | 16 min read

  Series: AI Engineering & Machine Learning Series

  Learn what Retrieval-Augmented Generation (RAG) is, how it works, and why it's revolutionizing AI applications in enterprise search and customer support.

  • AI
  • Machine Learning
  • RAG