Sep 17, 2025 · 3 min read · When you start working with machine learning pipelines, one of the first things you’ll notice is that we often write code like this: from sklearn.preprocessing import StandardScaler scaler = StandardScaler() # Training set X_train_scaled = scaler...
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Apr 22, 2023 · 3 min read · Machine learning models are trained on data to make predictions or classifications on new data. However, if the same data is used for training and testing the model, the model will memorize the data and perform poorly on new data. To avoid this probl...
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