High Frequency AI Trading: Proven Strategies with Step-by-Step Python Code for Algorithmic Trading, Machine Learning, Reinforcement Learning, and Quan

Amatsuki, Kaito

ISBN 13: 9798315823575

Published by Independently published, 2025

About this Item

Seller Inventory # 50045667-n

Bibliographic Details

• Title: High Frequency AI Trading: Proven Strategies with Step-by-Step Python Code for Algorithmic Trading, Machine Learning, Reinforcement Learning, and Quan
• Publisher: Independently published
• Publication Date: 2025
• Language: English
• ISBN 13: 9798315823575
• Binding: Soft cover
• Condition: New

About this title

Synopsis

Unlock the Power of Artificial Intelligence in Lightning-Fast Trading—Step-by-Step Strategies with Real Python Code!

In the fast-paced world of algorithmic trading, opportunities appear and vanish in milliseconds. To conquer these markets, you must leverage the cutting-edge power of Artificial Intelligence. This comprehensive hands-on guide provides everything you need—clearly illustrated strategies, real use-cases, and complete Python code ready for deployment.

Inside you'll discover:

• Statistical Arbitrage using AI: Master the secrets of exploiting rapid market inefficiencies with real-time statistical arbitrage models.
• AI-driven Market-Making: Deploy neural networks to anticipate order flow, manage risk, and optimize spreads instantly.
• Reinforcement Learning for Order Execution: Learn step-by-step to utilize Deep RL agents that dynamically adjust execution strategies, minimizing market impact.
• LSTM Networks for Price Forecasting: Predict short-term price movements accurately with advanced LSTM techniques and integrate them immediately into your trading workflow.
• Pattern Recognition in Order Books: Identify profitable micro-structure opportunities hidden in huge volumes of tick data.
• Event-Driven AI Trading: Capitalize on market-moving events almost instantaneously through innovative algorithms that interpret news releases and sentiment shifts automatically.
• Exploiting Volatile Market Regimes: Detect and profit from regime shifts using AI-driven regime-switching models that help adapt your strategy on-the-fly.

Designed explicitly for actionable, practical learning—every chapter provides concise explanations, clear examples, and fully-tested Python scripts. Whether you're an algorithmic trading expert aiming to elevate your systems or a newcomer looking for precise guidance, this book offers powerful strategies aligned with industry best practices to maximize your trading effectiveness.

Stop waiting. Start trading smarter—Take your trading profits and strategies to the next level today!