Python Feature Engineering Cookbook: Over 70 recipes for creating, engineering, and transforming features to build machine learning models loose_leaf before embarking on this book

before embarking on this book

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Python Feature Engineering Cookbook: Over 70 recipes for creating, engineering, and transforming features to build machine learning models loose_leaf before embarking on this bookExtract 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