Table of Contents
- Machine Learning for Trading
- Market and Fundamental Data
- Alternative Data for Finance
- Alpha Factor Research
- Strategy Evaluation
- The Machine Learning Process
- Linear Models
- Time Series Models
- Bayesian Machine Learning
- Decision Trees and Random Forests
- Gradient Boosting Machines
- Unsupervised Learning
- Working with Text Data
- Topic Modeling
- Word Embeddings
- Next Steps
