Reading List

1. Machine Learning

Step 1

• Hands-On Machine learning with Scikit-Learn and Tensorflow
• Python Machine Learning. Sebastian Raschka
• Introduction to Statistical Learning with R
• 【参考书】机器学习. 周志华

Step 2

• 训练平台：Kaggle，天池大数据竞赛
• Scikit-learn: machine learning in Python

Step 3

• Deeplearning.ai —— Coursera
• Deep learning - by Ian GoodFellow

Step 4

• Elements of Statistical Learning
• 统计学习基础
• 订阅arxiv
• 关注顶会：ICML/NIPS/KDD

2. Financial Engineering

金融工程专业需要哪些数学基础？ - 经管之家的回答 - 知乎