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Python Machine Learning book download for Linux

Free download Python Machine Learning book Linux app to run online in Ubuntu online, Fedora online or Debian online

This is the Linux app named Python Machine Learning book whose latest release can be downloaded as v1.3.zip. It can be run online in the free hosting provider OnWorks for workstations.

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Python Machine Learning book


DESCRIPTION

What you can expect are 400 pages rich in useful material just about everything you need to know to get started with machine learning. From theory to the actual code that you can directly put into action! This is not yet just another "this is how scikit-learn works" book. I aim to explain all the underlying concepts, tell you everything you need to know in terms of best practices and caveats, and we will put those concepts into action mainly using NumPy, scikit-learn, and Theano. This is not yet just another "this is how scikit-learn works" book. its aim is to explain how Machine Learning works, tell you everything you need to know in terms of best practices and caveats, and then we will learn how to put those concepts into action using NumPy, scikit-learn, Theano and so on. Many parts of this book will provide examples in scikit-learn, the most beautiful and practical machine learning library.



Features

  • Learn about giving computers the ability to learn from data
  • Learn about training machine learning algorithms for classification
  • Learn about building good training sets
  • Learn about compressing data via dimensionality reduction
  • Learn about combining different models for ensemble learning
  • Learn about applying machine learning to sentiment analysis



Categories

Education, Machine Learning

This is an application that can also be fetched from https://sourceforge.net/projects/python-ml-book.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.


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