{"product_id":"building-machine-learning-systems-with-willi-richert-9781782161400","title":"Building Machine Learning Systems with Python: Expand your Python knowledge and learn all about machine-learning libraries in this user-friendly manua","description":"\u003cp\u003e\u003cstrong\u003eExpand your Python knowledge and learn all about machine-learning libraries in this user-friendly manual. ML is the next big breakthrough in technology and this book will give you the head-start you need.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eMaster Machine Learning using a broad set of Python libraries and start building your own Python-based ML systems\u003c\/li\u003e\n\u003cli\u003eCovers classification, regression, feature engineering, and much more guided by practical examples\u003c\/li\u003e\n\u003cli\u003eA scenario-based tutorial to get into the right mind-set of a machine learner (data exploration) and successfully implement this in your new or existing projects\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eMachine learning, the field of building systems that learn from data, is exploding on the Web and elsewhere. Python is a wonderful language in which to develop machine learning applications. As a dynamic language, it allows for fast exploration and experimentation and an increasing number of machine learning libraries are developed for Python.Building Machine Learning system with Python shows you exactly how to find patterns through raw data. The book starts by brushing up on your Python ML knowledge and introducing libraries, and then moves on to more serious projects on datasets, Modelling, Recommendations, improving recommendations through examples and sailing through sound and image processing in detail. Using open-source tools and libraries, readers will learn how to apply methods to text, images, and sounds. You will also learn how to evaluate, compare, and choose machine learning techniques. Written for Python programmers, Building Machine Learning Systems with Python teaches you how to use open-source libraries to solve real problems with machine learning. The book is based on real-world examples that the user can build on.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eReaders will learn how to write programs that classify the quality of StackOverflow answers or whether a music file is Jazz or Metal. They will learn regression, which is demonstrated on how to recommend movies to users. Advanced topics such as topic modeling (finding a text's most important topics), basket analysis, and cloud computing are covered as well as many other interesting aspects.Building Machine Learning Systems with Python will give you the tools and understanding required to build your own systems, which are tailored to solve your problems.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eBuild a classification system that can be applied to text, images, or sounds\u003c\/li\u003e\n\u003cli\u003eUse scikit-learn, a Python open-source library for machine learning\u003c\/li\u003e\n\u003cli\u003eExplore the mahotas library for image processing and computer vision\u003c\/li\u003e\n\u003cli\u003eBuild a topic model of the whole of Wikipedia\u003c\/li\u003e\n\u003cli\u003eGet to grips with recommendations using the basket analysis\u003c\/li\u003e\n\u003cli\u003eUse the Jug package for data analysis\u003c\/li\u003e\n\u003cli\u003eEmploy Amazon Web Services to run analyses on the cloud\u003c\/li\u003e\n\u003cli\u003eRecommend products to users based on past purchases\u003c\/li\u003e\n\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Willi Richert, Luis Pedro Coelho\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1782161406\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781782161400\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Packt Publishing\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/26\/2013\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 290\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.11lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 0.61d\u003c\/ul\u003e","brand":"Willi Richert","offers":[{"title":"Paperback","offer_id":44169908224255,"sku":"9781782161400","price":54.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_2eee2d66-1e2a-4325-b9d5-b67e054f97bc.jpg?v=1689655622","url":"https:\/\/www.whiterainbookhouse.com\/products\/building-machine-learning-systems-with-willi-richert-9781782161400","provider":"WR Book House","version":"1.0","type":"link"}