Python Machine Learning

Python Machine Learning Author : Sebastian Raschka
Publisher : Packt Publishing Ltd
Pub Date : 2015-09-23
Page : 454
Language : en
Rating :



Here is Python Machine Learning eBook or ePub.

Unlock deeper insights into Machine Leaning with this vital guide to cutting-edge predictive analytics

About This Book

  • Leverage Python’s most powerful open-source libraries for deep learning, data wrangling, and data visualization
  • Learn effective strategies and best practices to improve and optimize machine learning systems and algorithms
  • Ask – and answer – tough questions of your data with robust statistical models, built for a range of datasets

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 Keras 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

In Detail

Machine learning and predictive analytics are transforming the way businesses and other organizations operate. Being able to understand trends and patterns in complex data is critical to success, becoming one of the key strategies for unlocking growth in a challenging contemporary marketplace. Python can help you deliver key insights into your data – its unique capabilities as a language let you build sophisticated algorithms and statistical models that can reveal new perspectives and answer key questions that are vital for success.

Python Machine Learning gives you access to the world of predictive analytics and demonstrates why Python is one of the world’s leading data science languages. If you want to ask better questions of data, or need to improve and extend the capabilities of your machine learning systems, this practical data science book is invaluable. Covering a wide range of powerful Python libraries, including scikit-learn, Theano, and Keras, and featuring guidance and tips on everything from sentiment analysis to neural networks, you’ll soon be able to answer some of the most important questions facing you and your organization.

Style and approach

Python Machine Learning connects the fundamental theoretical principles behind machine learning to their practical application in a way that focuses you on asking and answering the right questions. It walks you through the key elements of Python and its powerful machine learning libraries, while demonstrating how to get to grips with a range of statistical models.

Python Machine Learning Download Link

Python Machine Learning

Total Download : 3988 | Total Read : 4720 | Total Likes: 6088


Author by : Sebastian Raschka
Languange Used : English
Release Date : 2015-09-23
Publisher by : Packt Publishing - ebooks Account






Hands On Machine Learning With Scikit Learn And Tensorflow Concepts Tools And Techniques To Build Intelligent Systems

Total Download : 6192 | Total Read : 1905 | Total Likes: 6957


Author by : Aurélien Géron
Languange Used : English
Release Date :
Publisher by : O'Reilly Media






Introduction To Machine Learning With Python A Guide For Data Scientists

Total Download : 3128 | Total Read : 2038 | Total Likes: 5276


Author by : Andreas C. Müller
Languange Used : English
Release Date :
Publisher by : O'Reilly Media






Machine Learning With Random Forests And Decision Trees A Visual Guide For Beginners

Total Download : 2936 | Total Read : 4710 | Total Likes: 6525


Author by : Scott Hartshorn
Languange Used : English
Release Date : 2016-08-12
Publisher by :






Python Machine Learning Cookbook

Total Download : 4402 | Total Read : 2547 | Total Likes: 5920


Author by : Prateek Joshi
Languange Used : English
Release Date : 2016-06-23
Publisher by : Packt Publishing - ebooks Account






Machine Learning A Visual Starter Course For Beginner S Only

Total Download : 5692 | Total Read : 9457 | Total Likes: 7162


Author by : O. Theobald
Languange Used : English
Release Date : 2017-06-21
Publisher by :






Data Science From Scratch First Principles With Python

Total Download : 7310 | Total Read : 5405 | Total Likes: 3603


Author by : Joel Grus
Languange Used : English
Release Date :
Publisher by : O'Reilly Media






Machine Learning With Python Understanding Machine Learning With Python In The World Of Data Science

Total Download : 1018 | Total Read : 9017 | Total Likes: 7507


Author by : Robert Wilson
Languange Used : English
Release Date :
Publisher by : CreateSpace Independent Publishing Platform






Python Machine Learning By Example

Total Download : 7170 | Total Read : 1924 | Total Likes: 4957


Author by : Yuxi (Hayden) Liu
Languange Used : English
Release Date : 2017-05-31
Publisher by : Packt Publishing - ebooks Account






Python For Everybody Exploring Data In Python 3

Total Download : 6490 | Total Read : 4425 | Total Likes: 3227


Author by : Dr. Charles Russell Severance
Languange Used : English
Release Date :
Publisher by : CreateSpace Independent Publishing Platform






Leave a Reply

Your email address will not be published. Required fields are marked *