Repository Index

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

Python best practices guidebook, written for humans.

• python
• guide
• book

100+ Python challenging programming exercises

Course Files for Complete Python 3 Bootcamp Course on Udemy

500 Lines or Less

If you want to become good at AI engineering & system design, join this newsletter 👇

• computer-science
• interview-questions
• software-engineering
• system-design

A set of best practices for JavaScript projects

• best-practices
• maintainability
• guidelines
• javascript

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

• python
• machine-learning
• deep-learning
• data-science

30 Day Vanilla JS Challenge

🎨 A curated list of delightful VS Code packages and resources.

• visual-studio
• vscode
• vscode-theme
• vscode-extension

A curated list of awesome Deep Learning tutorials, projects and communities.

• deep-learning
• neural-network
• machine-learning
• awesome

Algorithms and data structures in Swift, with explanations!

• swift
• data-structures
• algorithms

Overview of ECMAScript 6 features

Helping you select a JavaScript framework - Todo apps for React.js, Angular, Vue and many more

TranslatedLearn step by step: Spring Boot, Spring Boot & Shiro, Spring Batch, Spring Cloud, Spring Cloud Alibaba, Spring Security & Spring Security OAuth2. Source code for the blog's Spring series: https://mrbird.cc

• spring-boot
• springboot
• learning
• shiro

A complete daily plan for studying to become a machine learning engineer.

• machine-learning
• deep-learning
• artificial-intelligence
• software-engineer

TranslatedQiangu's illustrated front-end tutorials, an extremely detailed knowledge base from beginner to advanced front-end. Learn front-end from scratch and become a refined and elegant front-end engineer.

• front-end
• html
• css
• javascript

Questions to ask the company during your interview

:snowman: Possibly the smallest compiler ever

A curated list of awesome actions to use on GitHub

• awesome
• github
• github-actions
• actions

Translated:see_no_evil: Programmer job-hunting blacklist: be careful when changing jobs or becoming a technical co-founder. Updated with 有赞 (Youzan)

TranslatedResume template for Chinese programmers. A series of programmer resume templates, including PHP programmer resume template, iOS programmer resume template, Android programmer resume template, Web front-end programmer resume template, Java programmer resume template, C/C++ programmer resume template, NodeJS programmer resume template, architect resume template, and general programmer resume template

Extensive Open-Source Guides for Android Developers

• android
• guides
• tutorials
• codepath

Curated list of Go design patterns, recipes and idioms

• go
• idioms
• patterns
• awesome