Tag: Data Analysis
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Tesla Stock Prediction: LSTM vs ARIMA (32% Difference)
LSTM beat ARIMA by 32% on Tesla prediction, but even the winner had 6-12% error. Here's what worked, what failed, and why timing beats models.
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Part 2: Statistical Rigor: Why Your Correlation Might Be Spurious
Catch 4 statistical traps that make correlations spurious: Simpson's Paradox, p-hacking, confounders. Includes bootstrap tests you can run today.
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Getting Started with Quantitative Investment in Python
Build a quant trading infrastructure in Python: data pipelines, log return calculations, and backtesting that includes transaction costs.