Complete set of 7 books to start algorithmic trading with Python:

Trading Evolved by Andreas Clenow

Professional backtesting environment using Python, and provides strategies for trading both futures and equities.

• Professional backtesting with Python

• Source code and strategy explanation

• Focus on futures and equities trading

Algorithmic Trading with Interactive Brokers by Matthew Scarpino

Introduces readers to algorithmic trading through Interactive Brokers' Trader Workstation (TWS) programming interface.

• Guide to using IB TWS API

• Focuses on Python and C++

• No prior experience needed

Learn Algorithmic Trading by Sebastien Donadio and Sourav Ghosh

Covers the trading system lifecycle, from idea generation to performance evaluation.

• Covers the trading system lifecycle

• Systematic approach to algo trading

• Uses Python and data analysis methods

Algorithmic Trading with Python by Chris Conlan

Modern quant trading methods in Python, with focus on pandas, numpy, and scikit-learn.

• Guides to build trading simulator

• Focuses on pandas, numpy, scikit-learn

• Teaches strategy optimization and ML pipeline​1​​

Machine Learning for Algorithmic Trading by Stefan Jansen

Shows how machine learning can add value to algorithmic trading strategies in a practical way.

• Covers a broad range of ML

• Build, backtest, and evaluate strategies

• Demonstrates practical application of ML

Python for Algorithmic Trading Yves Hilpisch

Demystifies Python's role in algorithmic trading, enabling individual traders.

• Set up Python for trading

• Retrieve financial data effectively

• Master vectorized backtesting

Hands-On Financial Trading with Python by Jiri Pik and Sourav Ghosh

Guide to building and backtesting algorithmic trading strategies in Python.

• Understand quantitative analysis

• Access financial data in Python

• Implement effective data visualization​1​​2​.

Learn from the best in the business:

• Andreas Clenow

• Matthew Scarpino

• Sebastien Donadio

• Sourav Ghosh

• Stefan Jansen

• Yves Hilpisch

• Chris Conlan

• Jiri Pik