Learn AI Engineering
Curated video tutorials, playlists, and courses to help you master AI development.
2024-03-15•
LangChain Full Course: Build LLM Apps from Scratch
Comprehensive tutorial on LangChain. Learn to build RAG pipelines, conversational AI, autonomous agents, and production LLM applications using Python. Covers chains, memory, tools, and vector databases end-to-end.
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2024-07-10•
Build a RAG Application from Scratch (Python)
Learn how to build production-ready Retrieval Augmented Generation (RAG) systems that let LLMs answer questions based on your own documents, codebase, or knowledge base. Covers embeddings, vector databases (Chroma, Pinecone), chunking strategies, and query optimization.
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2024-05-01•
Run Any LLM Locally for Free with Ollama
Complete guide to running powerful AI models — Llama 3, DeepSeek, Mistral, Phi-4 — on your own hardware using Ollama. Covers installation on Mac/Windows/Linux, model management, performance tuning, and integrating local models with VS Code extensions like Continue.
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2024-02-20•
OpenAI API Complete Beginner Guide (Python)
Learn to use the OpenAI API from scratch. Covers text completions, function calling, embeddings, streaming responses, image generation with DALL-E, and speech-to-text with Whisper. Build three real projects by the end.
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