Free learning resources
Every resource curated across all roadmaps, in one searchable place. 22 shown.
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docs · 2595
article · 1099
course · 754
opensource · 445
video · 364
practice · 255
tool · 236
book · 172
docs
LangChain RAG Docs
Artificial Intelligence / Artificial Intelligence · Retrieval-Augmented Generation
course
CS231n: CNNs for Visual Recognition
Artificial Intelligence / Artificial Intelligence · Convolutional Neural Networks
docs
Hugging Face PEFT (LoRA)
Artificial Intelligence / Artificial Intelligence · Fine-tuning and Instruction Tuning
docs
NumPy Linear Algebra
Artificial Intelligence / Artificial Intelligence · Vectors and Matrices
docs
OpenCV Documentation
Artificial Intelligence / Artificial Intelligence · Image Processing Basics
docs
MLflow Documentation
Artificial Intelligence / Artificial Intelligence · ML Infrastructure and Serving
docs
NumPy Documentation
Artificial Intelligence / Artificial Intelligence · NumPy
book
Sutton and Barto: Reinforcement Learning
Artificial Intelligence / Artificial Intelligence · Reinforcement Learning Foundations
article
Attention Is All You Need (paper)
Artificial Intelligence / Artificial Intelligence · Transformers and Attention
docs
SHAP Documentation
Artificial Intelligence / Artificial Intelligence · Fairness and Explainability
docs
Stable Diffusion Docs
Artificial Intelligence / Artificial Intelligence · Generative AI Foundations
course
MIT 18.06 Linear Algebra (OCW)
Artificial Intelligence / Artificial Intelligence · Vectors and Matrices
docs
Prompt Engineering Guide
Artificial Intelligence / Artificial Intelligence · LLM Applications and Deployment
book
Deep Learning Book (Goodfellow et al.)
Artificial Intelligence / Artificial Intelligence · Neural Network Fundamentals
docs
Scikit-learn: Linear Models
Artificial Intelligence / Artificial Intelligence · Regression
article
The Illustrated Transformer
Artificial Intelligence / Artificial Intelligence · Transformers and Attention
docs
XGBoost Documentation
Artificial Intelligence / Artificial Intelligence · Ensemble Methods (Bagging, Boosting, Stacking)
docs
OpenAI Cookbook
Artificial Intelligence / Artificial Intelligence · Generative AI Foundations
video
3Blue1Brown: Essence of Linear Algebra
Artificial Intelligence / Artificial Intelligence · Vectors and Matrices
course
Hugging Face NLP Course
Artificial Intelligence / Artificial Intelligence · LLM Applications and Deployment
docs
Kubernetes Documentation
Artificial Intelligence / Artificial Intelligence · ML Infrastructure and Serving
docs
Pandas Documentation
Artificial Intelligence / Artificial Intelligence · Pandas for Data Manipulation