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Python Machine Learning

Published: 01 September 2015

Who This Book Is For
If you want to find out how to use Python to start answering critical questions of your data, pick up Python Machine Learning - whether you want to get started from scratch or want to extend your data science knowledge, this is an essential and unmissable resource.

What You Will Learn

  • Explore how to use different machine learning models to ask different questions of your data

  • Learn how to build neural networks using Pylearn 2 and Theano

  • Find out how to write clean and elegant Python code that will optimize the strength of your algorithms

  • Discover how to embed your machine learning model in a web application for increased accessibility

  • Predict continuous target outcomes using regression analysis

  • Uncover hidden patterns and structures in data with clustering

  • Organize data using effective pre-processing techniques

  • Get to grips with sentiment analysis to delve deeper into textual and social media data

Pages: 454
ISBN: 1783555130
ISBN-13: 978-1783555130
Language: English
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