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Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning

Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning

by Chris Albon

Editorial: O'Reilly Media, Incorporated
ISBN: 9781491989388
Número de páginas: 358
Formatos: pdf, ePub, mobi, fb2
Tamaño de archivo: 9 Mb
Fecha de publicación: 2020-08-07
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Descripción

Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning by Chris Albon The Python programming language and its libraries, including pandas and scikit-learn, provide a production-grade environment to help you accomplish a broad range of machine-learning tasks. With this comprehensive cookbook, data scientists and software engineers familiar with Python will benefit from almost 200 practical recipes for building a comprehensive machine-learning pipeline—everything from data preprocessing and feature engineering to model evaluation and deep learning. Learn from author Chris Albon, a data scientist who has written more than 500 tutorials on Python, data science, and machine learning. Each recipe in this practical cookbook includes code solutions that you can put to work right away, along with a discussion of how and why they work—making it ideal as a learning tool and reference book.