Machine Learning with Python Cookbook

Chris Albon

9 ratings by Goodreads

Language: English

Published by O'reilly Media Sep 2023, 2023

1098135725 / 9781098135720

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Seller: Rheinberg-Buch Andreas Meier eK, Bergisch Gladbach, GermanyRheinberg-Buch Andreas Meier eK

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Neuware -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. You'll find recipes for: - Vectors, matrices, and arrays - Working with data from CSV, JSON, SQL, databases, cloud storage, and other sources - Handling numerical and categorical data, text, images, and dates and times - Dimensionality reduction using feature extraction or feature selection - Model evaluation and selection - Linear and logical regression, trees and forests, and k-nearest neighbors - Supporting vector machines (SVM), naäve Bayes, clustering, and tree-based models - Saving, loading, and serving trained models from multiple frameworks Englisch. …

Seller Inventory # 9781098135720

Title
Machine Learning with Python Cookbook
Author
Chris Albon
Publisher
O'reilly Media Sep 2023
Publication year
2023
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1098135725
ISBN 13
9781098135720
Edition
2nd Edition
Item weight
732 grams
Dimensions
229x175x24 mm

Rheinberg-Buch Andreas Meier eK

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since November 17, 2008

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Rheinberg-Buch Andreas Meier eK

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