Python Feature Engineering Cookbook (eBook, ePUB)

Over 70 recipes for creating, engineering, and transforming features to build machine learning models

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Extract accurate information from data to train and improve machine learning models using NumPy, SciPy, pandas, and scikit-learn libraries Key Features Discover solutions for feature generation, feature extraction, and feature selection Uncover the end-to-end feature engineering process across continuous, discrete, and unstructured datasets Implement modern feature extraction techniques using Python's pandas, scikit-learn, SciPy and NumPy libraries Book DescriptionFeature engineering is invaluable for developing and enriching your machine learning models. In this cookbook, you will work wi...

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