Job-Ready Skills for the Real World
Learn to Build and Backtest LSTM-Based Trading Strategies Using Technical Indicators and Real Market Data
What you will learn
Understand how AI is transforming algorithmic trading
Create predictive trading features from stock data
Train LSTM models to predict buy, sell, or hold signals
Handle imbalanced financial data using oversampling and focal loss
Evaluate trading performance using accuracy, precision, recall, and confusion matrix
Visualize predicted trading signals on real stock charts
Backtest trading strategies using portfolio simulation
Calculate Sharpe Ratio, Drawdown, and Returns for risk analysis
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