rohitg00 / ai-engineering-from-scratch
A free, MIT-licensed course of 542 lessons on AI engineering, implementing model internals, retrieval, and agent runtimes from scratch.
rohitg00 / ai-engineering-from-scratch
luongnv89 / claude-howto
A structured, example-driven tutorial and template collection for learning Claude Code features from basic commands to agents, hooks, and MCP servers.
ashishps1 / awesome-system-design-resources
A curated list of free system design learning materials and interview preparation problems and concepts.
byoungd / up
An open, bilingual Chinese-language book-guide on lifelong learning in the AI era, covering English study, AI learning, real projects, and personal recovery.
exacity / deeplearningbook-chinese
Chinese translation of the Deep Learning textbook by Goodfellow, Bengio, and Courville, with community proofreading.
CarterPerez-dev / Cybersecurity-Projects
A collection of 70 cybersecurity projects with source code, certification roadmaps, and learning resources, organized from foundations to advanced.
microsoft / AI-For-Beginners
A 12-week, 24-lesson beginner curriculum covering AI fundamentals, neural networks, computer vision, NLP, and AI ethics with TensorFlow and PyTorch labs.
mrdbourke / zero-to-mastery-ml
Course materials, code, notebooks and datasets for the Zero to Mastery Machine Learning and Data Science course.
microsoft / ML-For-Beginners
A 12-week, 26-lesson beginner curriculum on classic machine learning using Scikit-learn, with quizzes and projects in Python and R.
yvoronoy / awesome-english
A curated list of resources for learning English across listening, speaking, reading, writing, grammar, and vocabulary.
google-research / google-research
Monorepo of research code and datasets released by Google Research, spanning many subprojects.
NirDiamant / RAG_Techniques
A collection of 42+ runnable Jupyter notebooks, each tutorial covering an advanced technique for Retrieval-Augmented Generation systems.
GokuMohandas / Made-With-ML
A free course teaching how to design, develop, deploy, and iterate on production-grade machine learning applications in Python.
xiaolai / the-craft-of-selfteaching
A Chinese-language book by Li Xiaolai teaching self-learning skills through a Python programming curriculum, delivered as Jupyter notebooks.
udlbook / udlbook
Source repository for Simon Prince's textbook Understanding Deep Learning, with LaTeX sources, figures, and Jupyter notebooks.
alirezadir / AIMLInterviews
A study guide and interview-prep curriculum for AI/ML technical roles at big tech, covering coding, ML breadth, system design, and behavioral rounds.
patchy631 / ai-engineering-hub
A curated collection of tutorials and hands-on projects covering LLMs, RAG, and AI agent applications, organized by difficulty.
vulhub / vulhub
Collection of ready-to-run vulnerable Docker Compose environments for security research, learning, and demonstration.
DataTalksClub / machine-learning-zoomcamp
A free, cohort-based course teaching ML engineering: training models, exposing them via APIs, and deploying with Docker, Kubernetes, and AWS Lambda.
NVIDIA-NeMo / Nemotron
Developer hub with training recipes, cookbooks, datasets, and end-to-end examples for building with NVIDIA's open Nemotron models.
NixOS / nix.dev
Official documentation site with tutorials and how-to guides for using the Nix package manager and NixOS.
cirosantilli / x86-bare-metal-examples
Collection of dozens of minimal bare-metal x86 operating system examples for learning low-level system programming, tested in QEMU and on real hardware.
iggredible / Learn-Vim
A free online book teaching Vim and Vimscript, covering core editing concepts from beginner basics to advanced features and plugin writing.
SkipToTheEndpoint / OpenIntuneBaseline
Community-maintained set of Microsoft Intune configuration baselines for Windows devices, built from CIS, NCSC, ACSC and Microsoft guidance.
mhinz / vim-galore
A curated guide collecting tips, tricks, and reference material for learning and using Vim.