AI Agent Building - Learning Resources

A curated, link-checked list of free courses, guides, and repositories for learning large language models, AI agents, and production ML.

  • My Books
  • Federated Learning
  • Data Science
  • Python Language
  • Software Frameworks
  • 1Hands-On Large Language Models

    Your complete LLM playground — from basics to fine-tuning.

  • 2AI Agents for Beginners

    11-part step-by-step guide to building your first agent.

  • 3GenAI Agents

    Learn to build real generative agents from scratch.

  • 4Made With ML

    Production-grade ML concepts — think and ship like an engineer.

  • 5Prompt Engineering Guide

    All major prompting techniques, frameworks, and papers in one place.

  • 6Hands-On AI Engineering

    Practical code examples and real-world agent architectures.

  • 7Awesome Generative AI Guide

    A curated collection of top GenAI tools and resources.

  • 8Designing Machine Learning Systems

    System design made simple, with key insights and chapter summaries.

  • 9Machine Learning for Beginners

    Microsoft's free ML course — beginner-friendly and accessible.

  • 10LLM Course

    Build end-to-end LLM applications with clear roadmaps and demos.

  • Digital Technologies
  • Software Types
  • Software Engineering
  • Reinforcement Learning - A Guide