Algorithmic Trading with Real Python Hands-On Examples

🚀 Course Title: Algorithmic Trading with Real Python Hands-On Examples 🧠

Headline: Master the Art of Backtesting, Optimization, Quantitative Trading Simulation, and Screening Systems from Scratch!

🎓 Course Description:

Embark on a comprehensive journey into the world of algorithmic trading with our hands-on course designed for traders and Python enthusiasts alike. Led by the experienced Theepob Lertsansan, you'll dive deep into building a robust backtesting system from the ground up, using practical examples and the powerful Plotly library to visualize your strategies.

What You'll Learn:

• Backtesting Fundamentals: 🕰️ Master the creation of a backtesting system using Python, focusing on key technical indicators like Exponential Moving Average (EMA), Moving Average Convergence Divergence (MACD), Bollinger Bands, and Bollinger Band + ADX with 3 EMA channels.

• Data Manipulation Skills: 📊 Harness the full potential of pandas and DataFrame to manage large time-series datasets effectively.

• Performance Measurement Techniques: 📈 Learn to evaluate your strategies using critical metrics such as win rate, compound annual growth rate (CAGR), expected returns, and maximum drawdown.

• Parameter Optimization: 🔬 Discover the art of parameter optimization and how it impacts your trading strategy's performance.

• Strategies Simulation: 💫 Simulate your trading strategies using stocks from NASDAQ100 and incorporate factors like position sizing, ranking stocks, cutting loss, taking profit, transaction costs, and other conditions into your trading plan.

• Screening System Creation: 🎯 Build your own screening system to find potential buy signals in stocks every day. The course will guide you through two screening systems: for oversold stocks and strong uptrend stocks.

• Real Python Coding: 🐍 Start from scratch and advance your coding skills, with opportunities to further develop your techniques independently.

Why This Course?

• Hands-On Learning: Engage with real-world examples and build practical trading systems.

• Expert Guidance: Learn from Theepob Lertsansan's extensive experience in algorithmic trading and Python development.

• Interactive Visualizations: Utilize the Plotly library to create stunning, insightful charts that bring your data to life.

• Comprehensive Curriculum: From understanding indicators to developing a complete trading strategy, this course covers it all.

• Flexible Learning: Learn at your own pace and apply your newfound knowledge directly to your trading endeavors.

Enroll now to transform your coding skills into profitable algorithmic trading strategies! 🏆