AI Learning Resources

AnthropicLLMs & NLP

Anthropic Academy

Official Anthropic courses on using Claude — prompt engineering, tool use, RAG, and building with the Claude API.

claudeprompt-engineeringapi

Fundamentals

CS229: Machine Learning

machine-learningandrew-nguniversity

StanfordFundamentals

CS229: Machine Learning

Andrew Ng Stanford course covering supervised learning, unsupervised learning, and learning theory — the gold standard ML course.

Advanced

CS50's Introduction to Artificial Intelligence with Python

DeepLearning.AIFundamentals

HarvardFundamentals

CS50's Introduction to Artificial Intelligence with Python

Harvard introduction to AI with Python — covers search, knowledge, uncertainty, optimization, learning, and neural networks.

DeepLearning.AI

Learn AI with DeepLearning.AI

deep-learningandrew-ngspecialization

DeepLearning.AILLMs & NLP

DeepLearning.AI

Learn AI with DeepLearning.AI

MicrosoftFundamentals

Generative AI for Beginners | Microsoft Learn

Learn the fundamentals of building Generative AI applications with our 18-lesson comprehensive course by Microsoft Cloud Advocates. Recommended resources Generative AI for Beginners GitHub repo

generative-aibeginnerfree-course

All Resources

71 resources found

LLMs & NLP

Anthropic Academy

AnthropicLLMs & NLP

Anthropic Academy

Official Anthropic courses on using Claude — prompt engineering, tool use, RAG, and building with the Claude API.

claudeprompt-engineeringapi

Fundamentals

CS229: Machine Learning

machine-learningandrew-nguniversity

StanfordFundamentals

CS229: Machine Learning

Andrew Ng Stanford course covering supervised learning, unsupervised learning, and learning theory — the gold standard ML course.

Advanced

DeepLearning.AIFundamentals

HarvardFundamentals

CS50's Introduction to Artificial Intelligence with Python

Harvard introduction to AI with Python — covers search, knowledge, uncertainty, optimization, learning, and neural networks.

DeepLearning.AI

Learn AI with DeepLearning.AI

deep-learningandrew-ngspecialization

DeepLearning.AILLMs & NLP

DeepLearning.AI

Learn AI with DeepLearning.AI

MicrosoftFundamentals

Generative AI for Beginners | Microsoft Learn

Learn the fundamentals of building Generative AI applications with our 18-lesson comprehensive course by Microsoft Cloud Advocates. Recommended resources Generative AI for Beginners GitHub repo

generative-aibeginnerfree-course

LLMs & NLP

GitHub

guide

DAIR.AILLMs & NLP

GitHub

Comprehensive guide to prompt engineering — techniques, applications, and best practices for LLMs.

prompt-engineeringtechniquesguide

GitHub - rasbt/LLMs-from-scratch: Implement a ChatGPT-like LLM in PyTorch from scratch, step by step · GitHub

repository

Sebastian RaschkaLLMs & NLP

GitHub - rasbt/LLMs-from-scratch: Implement a ChatGPT-like LLM in PyTorch from scratch, step by step · GitHub

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step - rasbt/LLMs-from-scratch

Advanced

llmfrom-scratchpretraining

Hugging FaceLLMs & NLP

Hugging Face - Learn

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

nlptransformersdeep-learning

LLMs & NLP

Jay Alammar – Visualizing machine learning one concept at a time.

blog

Jay AlammarLLMs & NLP

Jay Alammar – Visualizing machine learning one concept at a time.

Visualizing machine learning one concept at a time.

visualtransformersexplainer

KaggleFundamentals

Learn Python, Data Viz, Pandas & More | Tutorials | Kaggle

Practical data skills you can apply immediately: that's what you'll learn in these no-cost courses. They're the fastest (and most fun) way to become a data scientist or improve your current skills.

micro-courseshands-onfree

Machine Learning | Google for Developers

GoogleFundamentals

Machine Learning | Google for Developers

Google self-study guide for aspiring ML practitioners with video lectures, real-world case studies, and hands-on exercises.