Quantitative Trading with Python
The Ultimate Guide to Algorithmic Trading, Data Analysis, and Machine Learning for Financial Markets
Unlock the power of Python for algorithmic trading with this beginner-friendly yet in-depth guide. This book covers essential topics such as data analysis, machine learning, factor investing, and financial modeling, enabling you to build and implement automated trading strategies with real-world datasets. Learn how to fetch financial data, develop trading signals, and execute trades programmatically on platforms like Interactive Brokers and Binance.
? Key Topics:
? Basics of algorithmic trading and Python programming
? Data acquisition from Yahoo Finance, Alpha Vantage, and Quandl
? Statistical analysis, probability models, and risk management
? Developing automated trading bots and backtesting strategies
? Implementing AI and machine learning in trading
? Why This Book?
"Quantitative Trading with Python" is the ultimate hands-on guide for traders, quants, and data analysts looking to build automated trading systems using Python. Whether you're a beginner or an experienced trader, this book provides step-by-step tutorials, practical examples, and real-world trading applications to help you develop profitable trading strategies.
? What You Will Learn
? How to collect, clean, and analyze market data with Python
? How to develop, backtest, and optimize trading algorithms
? How to implement machine learning techniques for algorithmic trading
? How to execute real-time trades using broker APIs
? How to manage risk and maximize profitability
? Who Is This Book For?
? Beginner and Intermediate Algorithmic Traders
? Python Developers Interested in Financial Markets
? Quantitative Analysts and Data Scientists
? Hedge Fund and Proprietary Trading Professionals
? Start Your Journey to Algorithmic Trading Mastery Today! ? Grab Your Copy Now!
