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Generative AI:

Courses

General

βœ… GenAI Generative AI for Everyone 3hr course by Andrew Ng Google Calendar
πŸ“‹ RAG Knowledge Graphs for RAG short course by DeepLearningAI Google Calendar
πŸ“‹ GenAI Neural Networks: Zero to Hero by Andrej Karpathy Google Calendar
⏳ GenAI LLM Bootcamp by The Full Stack Google Calendar

Development

βœ… Agent Multi AI Agent Systems with crewAI 3hr course by CrewAI Google Calendar
⏳ Agent Introduction to LangGraph 4hr course by LangChain Google Calendar
πŸ“‹ Dev Introduction to LangSmith 4hr course by LangChain Google Calendar

Videos

βœ… GenAI Intro To Large Languge Models 1hr video by Andrej Karpathy Google Calendar

Articles

⏳ GenAI Article: A Survey of Large Language Models by Zeng et al. Google Calendar
⏳ GenAI Presentation: A little guide to building Large Language Models in 2024 by Thomas Wolf from HuggingFace Google Calendar
⏳ Agent Article: Agentic Mesh: Patterns for an Agent Ecosystem Google Calendar

Books

⏳ GenAI AI Engineering: Building Applications with Foundation Models by Chip Huyen Google Calendar
πŸ“‹ GenAI LLM Engineer's Handbook by Paul Iusztin and Maxime Labonne Google Calendar
⏳ GenAI Hands-On Large Language Models: Language Understanding and Generation by Jay Alammar and Maarten Grootendorst Google Calendar
⏳ GenAI The Hundred-Page Language Models Book by Andriy Burkov Google Calendar First chapters available
⏳ GenAI Build LLM Applications (from Scratch) by Hamza Farooq Google Calendar First chapters available
πŸ“‹ ML Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications by Chip Huyen Google Calendar
πŸ“‹ ML The Machine Learning Solutions Architect Handbook by David Ping Google Calendar
⏳ ML The Hundred-Page Machine Learning Book by Andriy Burkov Google Calendar

Repos

GenAI⭐⭐⭐ Cool LLM repos by Chip Huyen
RAG LlamaIndex workshop Google Calendar
Dev Open-Source AI Cookbook by HugginFace
Agent GenAI_Agents by Nir Diamant

History + Other thoughts

βœ… AI8 Google Employees Invented Modern AI. Here’s the Inside Story Google Calendar

Newletters

MLGenAI True Positive Weekly by Andriy Burkov

Status:
βœ… Completed | ⏳ In Progress | πŸ“‹ Not Started

Topics:
RAG GenAI Agent Dev ML AI

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