Stars
Curated list of project-based tutorials
This is the companion curriculum to my guide to becoming a data scientist.
免费学代码系列:小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战
All Algorithms implemented in Python
Your new Mentor for Data Science E-Learning.
清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University
One has no future if one couldn't teach themself.
100+ Python challenging programming exercises
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(2000+页)和视频链接
TensorFlow 最佳学习资源大全(含课程、书籍、博客、公开课等内容)
坚持分享 GitHub 上高质量、有趣实用的开源技术教程、开发者工具、编程网站、技术资讯。A list cool, interesting projects of GitHub.
ai challenger 2018细粒度情感分类第一名解决方案, A training framework itegrating tensorflow and pytorch
中文整理的强化学习资料(Reinforcement Learning)
A curated list of AutoML papers/tutorials/slides etc.
Data competition Top Solution 数据竞赛top解决方案开源整理
Learn how to design, develop, deploy and iterate on production-grade ML applications.
Describe past Kaggle solutions
Companion webpage to the book "Mathematics For Machine Learning"
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!