{"repo":"princepal9120/ai-learning","free":true,"listed":false,"github":"https://github.com/princepal9120/ai-learning","clone":"git clone https://github.com/princepal9120/ai-learning.git","description":"AI Learning: A comprehensive repository for Artificial Intelligence and Machine Learning resources, primarily using Jupyter Notebooks and Python. Explore tutorials, projects, and guides covering foundational to advanced concepts in AI, ML, DL and Gen/Agentic Ai.","language":"Jupyter Notebook","stars":26,"topics":["chatbot","crewai","fastapi","huggingface","langchain","langgraph","mcp","mcp-server","python","pytorch"],"license":null,"category":"ai-agents","readme_excerpt":"🚀 Complete AI Learning Roadmap Your comprehensive guide to mastering GenAI and Agentic AI — from fundamentals to advanced deployment --- 📋 Table of Contents Click to expand/collapse - 🔢 Math Foundations - 🐍 Python Basics - 🎨 Streamlit - ⚡ FastAPI - 🤖 Machine Learning — Core Basics - 📊 Machine Learning — Deep Dive - 📝 ML for NLP - 🧠 Deep Learning Basics - 🎯 Core Deep Learning - 🛠️ DL Frameworks - 🔧 MLOps - 🔄 Transformers - ✨ Introduction to Gen AI - 🦾 Large Language Models (LLMs) - Advanced - 🔗 Introduction to LangChain - 🔍 RAG (Retrieval Augmented Generation) - 💾 Vector Databases - 🤝 Agentic AI - 🧪 Harness Engineering - 📈 LangGraph & Advanced Agents - 🌐 Model Context Protocol (MCP) - 🚀 Fine-tuning - 🚀 LLMOps - 📚 Additional Agentic Framework - 📚 Additional Resources --- 0. Math Foundations S.No Topic Description Resources 0 Math for ML/DL Linear Algebra, Probability, Statistics, Calculus 🇮🇳 Hindi: - CampusX Mathematics 🌍 English: - 3Blue1Brown - Linear Algebra - Khan Academy - Statistics --- 1. Python Basics S.No Topic Description Resources 1 Python Fundamentals Basics, data structures, file handling, exception handling, OOP 🇮🇳 Hindi: - CampusX Python - Chaiaurcode Python 🌍 English: - FreeCodeCamp Python - Corey Schafer Python --- 2. Streamlit S.No Topic Description Resources 2 Streamlit Basics UI building, web apps for ML 🇮🇳 Hindi: - Chai aur Code Streamlit 🌍 English: - Official Streamlit Tutorial - Data Professor Streamlit --- 3. FastAPI S.N","default_branch":null,"files":null,"tree":[],"storefront":"/r/princepal9120","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/princepal9120/ai-learning/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}