Lucas Inglese – Alpha Quant Program

Lucas Inglese – Alpha Quant Program | 6.66 GB

Course OverviewSection 1: Trading Strategy Building ProcessE-Learning (Videos)

• Data Import & Management: Understanding OHLCV data is just the start’. You need to create new features to enhance your strategies with more information.
• Trading Strategies Structure: A mere strategy snippet and a simple backtest won’t suffice’. You need clear, approved processes to establish a robust trading strategy framework.
• Event-Based Backtest: A solid backtest framework is fundamental to any successful trading strategy’. Without it, you can’t fully comprehend your strategies!

Includes 3 Templates!

• Templates for data preprocessing, strategy building, and backtesting to accelerate your project creation.

Section 2: Walk-Forward Optimization & Robustness TestsE-Learning (Videos)

• Optimize Trading Strategy Parameters: Perfect for optimizing take profit, stop loss thresholds, technical indicator windows, or machine learning hyperparameters.
• Walk Forward Optimization: Backtesting is good; backtesting over multiple periods to reduce overfitting is even better.
• Robustness Tests: While backtests and walk-forwards show historical performance, robustness tests determine the reliability of these results.

Includes 3 Templates!

• Templates for walk-forward optimization, Monte Carlo simulations, and robustness testing to quickly evaluate any strategy.

Section 3: Metatrader 5 Live TradingE-Learning (Videos)

• Import Data from Metatrader 5: Use a reliable data provider broker and extract data directly using Python’ and Metatrader 5 to avoid false results.
• Personal MT5 Library: Develop custom functions based on the official MT5 library to assist in live trading.
• Live Trading: Backtesting and strategy building are essentia’l, but the ultimate goal is live trading with our trading bots.

Includes 7 Templates!

• One live trading template for each strategy covered in the application section.

Section 4: 7 Trading Strategies IncludedE-Learning (Videos)

• Technical Indicators Based Strategies: Learn from real-life examples with 3 technical indicator-based trading strategies to create your own.
• Machine Learning Based Strategies: AI is becoming crucial in trading’. This course includes 3 detailed machine learning model-based strategies.

Includes 6 Templates!

• One for each strategy, allowing you to test them on any asset.