Download Ebook Python Machine Learning

Download Ebook Python Machine Learning

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Unlock deeper insights into Machine Leaning with this vital guide to cutting-edge predictive analyticsAbout This BookLeverage Python's most powerful open-source libraries for deep learning, data wrangling, and data visualizationLearn effective strategies and best practices to improve and optimize machine learning systems and algorithmsAsk and answer tough questions of your data with robust statistical models, built for a range of datasetsWho This Book Is ForIf 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 LearnExplore how to use different machine learning models to ask different questions of your dataLearn how to build neural networks using Pylearn 2 and TheanoFind out how to write clean and elegant Python code that will optimize the strength of your algorithmsDiscover how to embed your machine learning model in a web application for increased accessibilityPredict continuous target outcomes using regression analysisUncover hidden patterns and structures in data with clusteringOrganize data using effective pre-processing techniquesGet to grips with sentiment analysis to delve deeper into textual and social media dataIn DetailMachine 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 Pylearn2, 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 approachPython 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. Top 20 Python Machine Learning Open Source Projects We examine top Python Machine learning open source projects on Github both in terms of contributors and commits and identify most popular and most active ones Machine Learning Exercises In Python Part 1 This post is part of a series covering the exercises from Andrew Ng's machine learning class on Coursera The original code exercise text and data files for this Applied Machine Learning in Python Coursera Applied Machine Learning in Python from University of Michigan This course will introduce the learner to applied machine learning focusing more on the techniques Machine Learning A-Z: Hands-On Python & R In Data Science Learn to create Machine Learning Algorithms in Python and R from two Data Science experts Code templates included Python Machine Learning - Python Machine Learning [Sebastian Raschka] on *FREE* shipping on qualifying offers Unlock deeper insights into Machine Leaning with this vital guide to 7 Steps to Mastering Machine Learning With Python There are many Python machine learning resources freely available online Where to begin? How to proceed? Go from zero to Python machine learning hero in 7 steps! How to Setup a Python Environment for Machine Learning and It can be difficult to install a Python machine learning environment on some platforms Python itself must be installed first and then there are many packages to Python Machine Learning PACKT Books Learn how to build powerful Python machine learning algorithms to generate useful data insights with this data analysis tutorial Building Machine Learning Systems with Python Building Machine Learning Systems with Python Master the art of machine learning with Python and build effective machine learning systems with this Feature Selection For Machine Learning in Python Feature Selection for Machine Learning This section lists 4 feature selection recipes for machine learning in Python This post contains recipes for feature
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