AI Bible: From Beginner to Builder in 100 Projects

About this course

Welcome to the AI Bible — your ultimate, hands-on guide to mastering artificial intelligence through 100 real-world projects. This isn’t just another theory-heavy AI course. It’s a practical, immersive journey designed to help you learn AI by building, from day one.

Whether you’re a beginner, a self-taught developer, or a seasoned engineer looking to pivot into the AI space, this course gives you the tools, confidence, and structure to go from zero to building production-ready AI applications. You’ll not only gain an understanding of core concepts like machine learning, deep learning, natural language processing, and computer vision, but you’ll actually use them to create projects that solve real problems.

Over 100 days, you’ll work on 100 standalone projects that cover everything from basic AI models to cutting-edge systems involving LLMs, agents, tool use, voice processing, search, memory, and multi-agent orchestration. Each project comes with clear code, explanations, and ideas for customization—making it the perfect resource for portfolio building, interviews, or startups.

You’ll explore and integrate powerful open-source tools including:

• LangChain, for chaining together LLM prompts and tools
• Ollama, to run local LLMs like LLaMA 3, Mistral, and Phi-2Streamlit and Gradio, for building interactive AI-powered web apps
• ChromaDB, for local vector search and RAG (Retrieval-Augmented Generation)

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