Tag: Algorithmic Trading
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Why Backtesting Returns Lie: 5 Overfitting Traps
Your 47% backtest return probably measures noise. Five overfitting traps that turn algo strategies into expensive lessonsโwith fixes.
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Deep Learning for Algorithmic Trading: From LSTM to Transformers
Compare LSTM vs Transformer for stock prediction: 2-year backtest on S&P 500 with Sharpe ratios. Complete training and signal generation code.
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Real-Time Trading Systems and Deployment Best Practices
Your backtest won't survive production. Latency budgets, order rejection handling, kill switches, and monitoring that catches bugs before losses.