Algo Fundamentals: With Python: A Comprehensive Guide for 2024 9781234567890, 1477123456
Unlock the Power of Algorithms with Python! Dive into the dynamic world of algorithms with "Algo Fundamentals with
195 80 2MB
English Pages 318 Year 2024
- Author / Uploaded
- Schwartz
- Alice; Van Der Post
- Hayden
- Categories
- Computers
- Programming: Programming Languages
Table of contents :
Title Page
Copyright
Dedication
Contents
Chapter 1: Introduction to Algorithmic Trading
1.1 Definition of Algorithmic Trading
1.2 Key Benefits of Algorithmic Trading
1.3 Fundamentals of Algorithm Design
1.4 Regulatory and Ethical Considerations
Chapter 2: Understanding Financial Markets
2.1 Market Structure and Microstructure
2.2 Asset Classes and Instruments
2.3 Fundamental and Technical Analysis
2.4 Trading Economics
Chapter 3: Python for Finance
3.1 Basics of Python Programming
3.2 Data Handling and Manipulation
3.3 API Integration for Market Data
3.4 Performance and Scalability
Chapter 4: Quantitative Analysis and Modeling
4.1 Statistical Foundations
4.2 Portfolio Theory
4.3 Value at Risk (VaR)
4.4 Algorithm Evaluation Metrics
Epilogue
