Algo Trading Mastery with Python - A Comprehensive Guide for Analyst torrent

Algo Trading Mastery with Python: A Comprehensive Guide for Analyst



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English | March 3, 2025 | ASIN: B0DZ43MbQW | 459 pages | EPUB | 1.64 Mb

Are you ready to take your trading to the next level? Algo Trading Mastery with Python is your definitive guide to designing, backtesting, and deploying profitable algorithmic trading strategies. Whether you’re an experienced trader, a quant, or a Python programmer looking to break into finance, this book delivers a comprehensive roadmap to mastering algorithmic trading.

What You'll Learn
Core Concepts of Algorithmic Trading – Understand market structure, trading models, and execution techniques.
Python for Trading – Leverage powerful libraries like Pandas, NumPy, Scikit-Learn, and Backtrader for data analysis and strategy development.
Building & Backtesting Strategies – Learn how to code, test, and optimize trading strategies using historical data.
Machine Learning in Trading – Use AI-driven techniques to enhance predictive modeling and strategy performance.
High-Frequency Trading (HFT) & Execution – Discover how to optimize execution speed and minimize slippage.
Risk Management & Performance Optimization – Implement risk controls and position sizing techniques to maximize long-term profitability.
Deploying Trading Bots – Automate your strategies using APIs and cloud-based trading infrastructure.