This git project collects my favorite links.
- [WHY UBER ENGINEERING SWITCHED FROM POSTGRES TO MYSQL] (https://eng.uber.com/mysql-migration/)
- On Uber’s Choice of Databases
- Data Infrastructure at Airbnb
- O'reilly Book
- structured-text-tools
- Engineers Shouldn’t Write ETL: A Guide to Building a High Functioning Data Science Department
- Gitbook - Mastering Apache Spark
- TensorFlow Playground
- 关于点击率模型,你知道这三点就够了
- Singular Value Decomposition Part 2: Theorem, Proof, Algorithm
- An overview of gradient descent optimization algorithms
- Rules of Machine Learning: Best Practices for ML Engineering