My stars

An index page for my starred repos that worth reading.

Languages

• Scala
  • Scala Best Practices
  • Twitter's Effective Scala Guide
  • Jargon from the functional programming world in simple terms

Machine Learning

• General
  • Summaries and notes on Deep Learning research papers
  • Deep Learning Book Chinese Translation
  • Stanford Machine Learning course exercises
  • Hands-on Machine Learning with Scikit-Learn and TensorFlow
  • Essential Cheat Sheets for deep learning and machine learning researchers
  • A complete daily plan for studying to become a machine learning engineer
• Tensorflow
  • Tensorflow Tutorials
  • Code repository for Machine Learning with TensorFlow
  • Code for Tensorflow Machine Learning Cookbook
  • Go throuht code of Tensorflow
  • TensorFlow tutorials and best practices
  • Simple and ready-to-use tutorials for TensorFlow
• Mxnet
  • Use MXNet/Gluon to learn deep learning

Algorithm

• Algorithm Visualizer
• 100 days of algorithms

DataBase

• Readings in Databases

Distributed System

• System Design Primer
• Collection of tech talks, papers and web links on Distributed Systems

Frontend

• Roadmap to becoming a web developer in 2017

General

• Today I Learned
• Curated list of awesome lists
• A curated list of engineering blogs
• A curated list of awesome streaming frameworks
• Everything you need to know to get the job
• A collection of (mostly) technical things every software developer should know
• Papers from the computer science community to read and discuss
• Some useful websites for programmers
• A curated list of awesome GitHub guides
• A list of amazing Newsletters