Machine Learning with Python Cookbook
Practical Solutions from Preprocessing to Deep Learning
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ISBN-13:
9781098135720
Veröffentl:
2023
Erscheinungsdatum:
01.09.2023
Seiten:
398
Autor:
Kyle Gallatin
Gewicht:
732 g
Format:
229x175x24 mm
Sprache:
Englisch
Beschreibung:
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. From there, you can adapt these recipes according to your use case or application. Recipes include a discussion that explains the solution and provides meaningful context. Go beyond theory and concepts by learning the nuts and bolts you need to construct working machine learning applications.
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