Decoding the Quant Market: A Guide to Machine Learning in Trading
In the ever-changing world of finance and trading, the search for a competitive edge has been a constant driver of innov
282 87 376KB
English Pages 245 Year 2023
Table of contents :
Preface
1 Introduction
2 Financial Markets and Instruments
3 Basic Concepts in Quantitative Trading
4 Machine Learning Basics
5 Data Collection and Preprocessing
6 Feature Engineering for Trading
7 Building Machine Learning Models for Trading
8 Algorithmic Trading and Execution
9 Risk Management and Portfolio Optimization
10 Practical Considerations and Challenges
11 The Future of Quantitative Trading and Machine Learning
Preface
1 Introduction
2 Financial Markets and Instruments
3 Basic Concepts in Quantitative Trading
4 Machine Learning Basics
5 Data Collection and Preprocessing
6 Feature Engineering for Trading
7 Building Machine Learning Models for Trading
8 Algorithmic Trading and Execution
9 Risk Management and Portfolio Optimization
10 Practical Considerations and Challenges
11 The Future of Quantitative Trading and Machine Learning
- Author / Uploaded
- Gautier Marti
- Similar Topics
- Computers
- Algorithms and Data Structures: Pattern Recognition
