learn-ai-engineering
github.com/ashishps1/learn-ai-engineering ↗Learn AI and LLMs from scratch using free resources
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113
Curated Resources
17
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Mathematical FoundationsPythonAI & ML FundamentalsDeep LearningDeep Learning SpecializationsGenerative AILarge Language Models (LLMs)Prompt EngineeringRetrieval-Augmented Generation (RAG)AI AgentsModel Context Protocol (MCP)MLOps & DeploymentGuidesBooksYouTube ChannelsOther ResourcesMust-Read AI Papers
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me llm apis resources from learn-ai-engineering"
Installation instructions →What's inside
YouTube Channels
Prompt Engineering
AI Agents
- Agents - Chip Huyen
Chip Huyen
- AI Agents Course - Hugging Face
Hugging Face
- A Visual Guide to LLM Agents
- Building AI Browser Agents - Deeplearning.ai
Deeplearning.ai
- GenAI Agents - Github
Github
Books
AI & ML Fundamentals
- AI for Beginners – Microsoft
- CatBoostMachine Learning Frameworks
- Elements of AI – University of Helsinki
- LightGBMMachine Learning Frameworks
- Machine Learning Crash Course - Google
Google
- Machine Learning Playlist - Josh Strarmer
Josh Strarmer
Python
- AI Python for Beginners - Deeplearning.ai
Deeplearning.ai
Large Language Models (LLMs)
- AnthropicLLM APIs
- A Visual Guide to Mixture of Experts (MoE)
- A Visual Guide to Reasoning LLMs
- Awesome LLM Apps - GitHub
GitHub
- Building GPT from scratch - Andrej Karpathy
Andrej Karpathy
- ChatGPTLLM Chatbots
Showing a sample of 113 resources. View the full list on GitHub →