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Advanced Time Series Forecasting using Scikit-Learn – TimeSeriesSplit & Feature Engineering
In this chapter, we step into Advanced Time Series Forecasting using Scikit-Learn. Unlike regular machine learning problems, time series data has order — and that changes everything. You will learn: Why traditional train_test_split does NOT work for time series How TimeSeriesSplit properly validates time-based data The concept of data leakage ...
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