Enroll Course: https://www.udemy.com/course/algorithmic-trading-with-python/
Are you eager to dive into the world of algorithmic trading and want to build your own backtesting system from scratch? The ‘Algorithmic Trading with Real Python Hands-On Examples’ course on Udemy is an excellent choice for both beginners and intermediate traders looking to enhance their trading strategies with Python. This course offers a comprehensive, practical approach to developing, testing, and optimizing trading algorithms using real-world data.
Throughout the course, you’ll learn how to construct a robust backtesting system leveraging popular Python libraries such as pandas, plotly, and more. The focus is on technical indicators like Exponential Moving Average (EMA), MACD, Bollinger Bands, and ADX, which are essential tools for traders. You’ll also gain skills in analyzing large time-series data efficiently and creating visualizations that make your results easy to interpret.
One of the standout features of this course is its emphasis on performance measurement. You’ll explore various metrics like win rate, CAGR, expected returns, and maximum drawdown, enabling you to evaluate and refine your strategies effectively. The course also covers parameter optimization, allowing you to fine-tune your models for better outcomes.
Additionally, you’ll learn to simulate trading strategies using NASDAQ 100 stocks and incorporate factors like position sizing, stop-loss, take-profit, and transaction costs. The course even guides you in building stock screening systems, such as identifying oversold stocks or stocks in strong uptrends, which can be tailored to your individual trading ideas.
The course is perfect for those starting with Python and looking to apply their skills to trading. It provides a solid foundation and encourages further development and customization of your trading strategies. With clear, hands-on examples and a focus on real-world application, this course is highly recommended for aspiring algorithmic traders.
Whether you want to automate your trading or simply understand how quantitative trading works, this course will equip you with the necessary tools and knowledge to succeed in the fast-paced world of algorithmic trading.
Enroll Course: https://www.udemy.com/course/algorithmic-trading-with-python/