Successful Algorithmic Trading Book
In addition to the books mentioned above beginners can refer to the following free resources to learn algorithmic trading. Winning Strategies and Their Rationale book by Dr.

Smart Algo Algo Trading Software Automated Trading Trading Bridge Support
It covers a broad range of ML techniques from linear regression to deep reinforcement learning and demonstrates how to build backtest and evaluate a trading strategy driven by model predictions.

Successful algorithmic trading book. This book aims to show how ML can add value to algorithmic trading strategies in a practical yet comprehensive way. For algorithmic trading one can read the Algorithmic Trading. ML for Trading - 2 nd Edition.
Free resources to learn Algorithmic Trading.

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