AI-Powered Algorithmic Trading: Build using LSTM Model

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Learn to Build and Backtest LSTM-Based Trading Strategies Using Technical Indicators and Real Market Data

What you will learn

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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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