Hands-On Machine Learning for Algorithmic Trading
Design and implement investment strategies based on smart algorithms that learn from data using Python
Publisher:Packt Publishing Limited
By: Stefan Jansen
Paid access
|Dec 2018
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
PDF ISBN: 978-1-78934-271-0
Publisher: Packt Publishing Limited
Copyright owner: © 2018 Packt Publishing Limited
Publication date: 2018
Language: English
Pages: 684
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