Repository Index

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

Bootstrap Kubernetes the hard way. No scripts.

Python Data Science Handbook: full text in Jupyter Notebooks

• scikit-learn
• numpy
• python
• jupyter-notebook

Learn how to develop, deploy and iterate on production-grade ML applications.

• machine-learning
• deep-learning
• pytorch
• natural-language-processing

Manually curated collection of resources for frontend web developers.

• frontend
• awesome-list
• awesome
• list

Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼

• data-engineering
• kafka
• spark
• dbt

This is a repo with links to everything you'd ever want to learn about data engineering

• apachespark
• awesome
• bigdata
• data

Front End interview preparation materials for busy engineers (updated for 2026)

• front-end
• interview-questions
• html
• javascript

A golang ebook intro how to build a web with golang

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

• tensorflow
• tutorial
• examples
• deep-learning

TranslatedAiLearning: Data Analysis + Machine Learning in Action + Linear Algebra + PyTorch + NLTK + TF2

• fp-growth
• apriori
• mahchine-leaning
• naivebayes

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

• agents
• ai
• llms
• machine-learning

TranslatedFree downloads of English-language magazines such as The Economist (with audio), The New Yorker, The Guardian, Wired, and The Atlantic, available in epub, mobi, and pdf formats, updated weekly

• download
• ebooks
• economist
• economist-ebooks

Anthropic's Interactive Prompt Engineering Tutorial

Deep Learning Book Chinese Translation

10 Weeks, 20 Lessons, Data Science for All!

• data-science
• python
• data-visualization
• data-analysis

🤪 A list of funny and tricky JavaScript examples

• javascript
• specification
• handbook
• notes

Getting Started with Spring Boot 3:

TranslatedChinese translation of "The Way to Go", officially titled in Chinese 《Go 入门指南》 (Go Rùmén Zhǐnán, "Go Beginner's Guide")

• go
• tutorial
• book
• translation

Translated📚 Building large models from scratch

• agent
• llm
• rag

Translated🚀A project for in-depth learning and hands-on practice of Spring Boot.

• java
• in-action
• demo
• web

Translated✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% | LeetCode solutions

• leetcode
• golang
• go
• leetcode-golang

A book-in-progress about the Linux kernel and its insides.

• linux-kernel
• linux-insides
• linux

Translated"开源大模型食用指南" (Open-Source Large Model Usage Guide): a tutorial tailor-made for Chinese users on quickly fine-tuning (full-parameter/LoRA) and deploying domestic and international open-source large language models (LLM) and multimodal large models (MLLM) in a Linux environment

• llm
• chatglm
• internlm2
• llama3