{"product_id":"building-machine-learning-systems-with-willi-richert-9781784392772","title":"Building Machine Learning Systems with Python - Second Edition: Get more from your data through creating practical machine learning systems with Pytho","description":"\u003cp\u003e\u003cstrong\u003eGet more from your data with the power of Python machine learning systems\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\u003eBuild your own Python-based machine learning systems tailored to solve any problem\u003c\/li\u003e\n\u003cli\u003eDiscover how Python offers a multiple context solution for create machine learning systems\u003c\/li\u003e\n\u003cli\u003ePractical scenarios using the key Python machine learning libraries to successfully implement in your 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\u003eUsing machine learning to gain deeper insights from data is a key skill required by modern application developers and analysts alike. Python is a wonderful language to develop machine learning applications. As a dynamic language, it allows for fast exploration and experimentation. With its excellent collection of open source machine learning libraries you can focus on the task at hand while being able to quickly try out many ideas.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis book shows you exactly how to find patterns in your raw data. You will start by brushing up on your Python machine learning knowledge and introducing libraries. You'll quickly get to grips with serious, real-world projects on datasets, using modeling, creating recommendation systems. Later on, the book covers advanced topics such as topic modeling, basket analysis, and cloud computing. These will extend your abilities and enable you to create large complex systems.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eWith this book, you gain the tools and understanding required to build your own systems, tailored to solve your real-world data analysis problems.\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 NumPy, SciPy, scikit-learn - scientific Python open source libraries for scientific computing and 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 for the whole of Wikipedia\u003c\/li\u003e\n\u003cli\u003eEmploy Amazon Web Services to run analysis on the cloud\u003c\/li\u003e\n\u003cli\u003eDebug machine learning problems\u003c\/li\u003e\n\u003cli\u003eGet to grips with recommendations using basket analysis\u003c\/li\u003e\n\u003cli\u003eRecommend products to users based on past purchases\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Willi Richert\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1784392774\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781784392772\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Packt Publishing\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 03\/26\/2015\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 326\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.24lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 0.68d","brand":"Willi Richert","offers":[{"title":"Paperback","offer_id":48136892645631,"sku":"9781784392772","price":49.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_524a2e05-b9c7-4aae-8cb8-8f1c1f705847.jpg?v=1770165154","url":"https:\/\/www.whiterainbookhouse.com\/products\/building-machine-learning-systems-with-willi-richert-9781784392772","provider":"WR Book House","version":"1.0","type":"link"}