Machine Learning with Python Cookbook

Machine Learning with Python Cookbook

This practical guide provides nearly 200 self-contained recipes to help you solve machine learning challenges you may encounter in your daily work. If you’re comfortable with Python and its libraries, including pandas and scikit-learn, you’ll be able to address specific problems such as loading data, handling text or numerical data, model selection, and dimensionality reduction and many other topics.

Each recipe includes code that you can copy and paste into a toy dataset to ensure that it actually works. From there, you can insert, combine, or adapt the code to help construct your application. Recipes also include a discussion that explains the solution and provides meaningful context. This cookbook takes you beyond theory and concepts by providing the nuts and bolts you need to construct working machine learning applications.

You’ll find recipes for:
Vectors, matrices, and arraysHandling numerical and categorical data, text, images, and dates and timesDimensionality reduction using feature extraction or feature selectionModel evaluation and selectionLinear and logical regression, trees and forests, and k-nearest neighborsSupport vector machines (SVM), naïve Bayes, clustering, and neural networksSaving and loading trained models

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Machine Learning With Python Cookbook


Machine Learning With Python Cookbook Download Now Read Online

Author by : Chris Albon
Languange Used : en
Release Date : 2018-03-09
Publisher by : "O'Reilly Media, Inc."






Python Machine Learning Cookbook


Python Machine Learning Cookbook Download Now Read Online

Author by : Giuseppe Ciaburro
Languange Used : en
Release Date : 2019-03-30
Publisher by : Packt Publishing Ltd






Python Machine Learning Cookbook


Python Machine Learning Cookbook Download Now Read Online

Author by : Prateek Joshi
Languange Used : en
Release Date : 2016-06-23
Publisher by : Packt Publishing Ltd






Python Deep Learning Cookbook


Python Deep Learning Cookbook Download Now Read Online

Author by : Indra den Bakker
Languange Used : en
Release Date : 2017-10-27
Publisher by : Packt Publishing Ltd






Deep Learning Cookbook


Deep Learning Cookbook Download Now Read Online

Author by : Douwe Osinga
Languange Used : en
Release Date : 2018-06-05
Publisher by : "O'Reilly Media, Inc."






Tensorflow Machine Learning Cookbook


Tensorflow Machine Learning Cookbook Download Now Read Online

Author by : Nick McClure
Languange Used : en
Release Date : 2017-02-14
Publisher by : Packt Publishing Ltd






Machine Learning For Cybersecurity Cookbook


Machine Learning For Cybersecurity Cookbook Download Now Read Online

Author by : Emmanuel Tsukerman
Languange Used : en
Release Date : 2019-11-25
Publisher by : Packt Publishing Ltd






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