Ai Education

Prompt Engineering GuideMDX

A comprehensive open-source guide covering prompt engineering techniques, papers, notebooks, and resources for LLMs, RAG, and AI agents.

TensorFlow Python NotebooksJupyter Notebook

A comprehensive collection of TensorFlow tutorials and examples for beginners, covering both TF v1 and v2 with clear explanations.

Deep Learning Reading RoadmapPython

A curated reading roadmap of foundational and state-of-the-art deep learning papers for newcomers and researchers.

Awesome deep learning

A curated list of awesome deep learning tutorials, projects, and communities.

Awesome Deep Learning

A curated list of awesome deep learning tutorials, projects, and communities.

fastbookJupyter Notebook

The fastai book, published as Jupyter Notebooks, provides an introduction to deep learning, fastai, and PyTorch.

Anthropic coursesJupyter Notebook

A collection of five educational courses from Anthropic covering Claude API fundamentals, prompt engineering, evaluations, and tool use.

Awesome reinforcement learning

A curated list of reinforcement learning resources including theory, applications, code libraries, tutorials, and platforms.

cnn-explainerJavaScript

An interactive visualization system for learning how Convolutional Neural Networks work through hands-on exploration.

Andrew-NG-NotesJupyter Notebook

A collection of handwritten notes, notebooks, and resources for Andrew Ng's Deep Learning Specialization on Coursera.

NLP Roadmap

A visual roadmap and keyword mind map for students learning Natural Language Processing, from basics to SOTA models.