Gallatin K., Albon C. Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning

O’Reilly, 2023. — 360 p. — Second Edition.This practical guide provides more than 200 self-contained recipes to help you solve machine learning challenges you may encounter in your work. If you're comfortable with Python and its libraries, including pandas and scikit-learn, you'll be able to address specific problems, from loading data to training models and leveraging neural networks. Each recipe in this updated edition includes code that you can copy, paste, and run with a toy dataset to ensure that it works.