courseZeroGoogle
Google
High-signal introduction to supervised learning, feature engineering, evaluation, and modern ML workflow.
courseFoundationfast.ai
fast.ai
Best practical route from beginner coder to shipping models quickly.
courseFoundationGoogle
Google
Focused module on large language model concepts, training, context, self-attention, and fine-tuning basics.
courseFoundationHugging Face
Hugging Face
Covers transformers, LLMs, agents, CV, audio, RL, and more with modern tooling.
courseFoundationHugging Face
Hugging Face
Hands-on route into NLP and large language models using the Hugging Face ecosystem.
courseFoundationPyTorch
PyTorch
Official tutorials spanning beginner fundamentals through deployment and advanced workflows.
courseFoundationPyTorch
PyTorch
Best starting point for custom training, experiments, and research code.
courseFoundationscikit-learn
scikit-learn
Still the fastest way to build strong baselines and classical ML systems.
courseFoundationscikit-learn
scikit-learn
Shortest path into classical ML workflows for fitting, evaluating, and preprocessing models.
courseBuildHugging Face
Hugging Face
Beginner-to-expert course on understanding, using, and building AI agents.
courseBuildStanford
Stanford
Solid mathematical and algorithmic treatment of core ML.
courseBuildStanford
Stanford
Still one of the best deep learning for vision courses.
courseBuildStanford
Stanford
Strong sequence-modeling and language modeling foundation.
courseAdvancedGoodfellow, Bengio, Courville
Goodfellow, Bengio, Courville
Canonical deeper reference once you have basic practice.
courseAdvancedHugging Face
Hugging Face
Completely free and open deep reinforcement learning course with practical labs.
courseAdvancedOpenAI
OpenAI
High-quality RL theory-to-implementation bridge.
courseAdvancedOpenAI
OpenAI
Educational package for becoming a practitioner in deep reinforcement learning.
courseAdvancedscikit-learn
scikit-learn
Reference-quality guide for algorithms, model selection, pipelines, clustering, and deployment concerns.
videonanAndrej Karpathy
Andrej Karpathy
Model intuition, transformers, tokenization, and high-level deep learning reasoning.
videonanDeepLearning.AI
DeepLearning.AI
Modern AI short courses and lecture-style refreshers across LLMs, agents, CV, and production AI.
videonanSentdex
Sentdex
Applied Python, ML, DL, data, and practical project walkthroughs.
AI Power Progress iA