{"product_id":"python-sebastian-raschka-9781787128576","title":"Python: Deeper Insights into Machine Learning: Leverage benefits of machine learning techniques using Python","description":"\u003cp\u003e\u003cstrong\u003eLeverage benefits of machine learning techniques using Python.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eImprove and optimise machine learning systems using effective strategies.\u003c\/li\u003e \u003cli\u003eDevelop a strategy to deal with a large amount of data.\u003c\/li\u003e \u003cli\u003eUse of Python code for implementing a range of machine learning algorithms and techniques.\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eMachine learning and predictive analytics are becoming one of the key strategies for unlocking growth in a challenging contemporary marketplace. It is one of the fastest growing trends in modern computing, and everyone wants to get into the field of machine learning. In order to obtain sufficient recognition in this field, one must be able to understand and design a machine learning system that serves the needs of a project.\u003c\/p\u003e \u003cp\u003eThe idea is to prepare a learning path that will help you to tackle the real-world complexities of modern machine learning with innovative and cutting-edge techniques. Also, it will give you a solid foundation in the machine learning design process, and enable you to build customized machine learning models to solve unique problems.\u003c\/p\u003e \u003cp\u003eThe course begins with getting your Python fundamentals nailed down. It focuses on answering the right questions that cove a wide range of powerful Python libraries, including scikit-learn Theano and Keras.After getting familiar with Python core concepts, it's time to dive into the field of data science. You will further gain a solid foundation on the machine learning design and also learn to customize models for solving problems.\u003c\/p\u003e \u003cp\u003eAt a later stage, you will get a grip on more advanced techniques and acquire a broad set of powerful skills in the area of feature selection and feature engineering.\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eLearn to write clean and elegant Python code that will optimize the strength of your algorithms\u003c\/li\u003e \u003cli\u003eUncover hidden patterns and structures in data with clustering\u003c\/li\u003e \u003cli\u003eImprove accuracy and consistency of results using powerful feature engineering techniques\u003c\/li\u003e \u003cli\u003eGain practical and theoretical understanding of cutting-edge deep learning algorithms\u003c\/li\u003e \u003cli\u003eSolve unique tasks by building models\u003c\/li\u003e \u003cli\u003eGet grips on the machine learning design process\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eWho this book is for\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eThis title is for data scientist and researchers who are already into the field of data science and want to see machine learning in action and explore its real-world application. Prior knowledge of Python programming and mathematics is must with basic knowledge of machine learning concepts.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Sebastian Raschka, David Julian, John Hearty\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1787128571\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781787128576\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Packt Publishing\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/29\/2017\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 916\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 3.40lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 1.81d","brand":"Sebastian Raschka","offers":[{"title":"Paperback","offer_id":44540610248959,"sku":"9781787128576","price":89.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_57d60d97-45f3-4d1b-a8d3-19059aad689f.jpg?v=1700588872","url":"https:\/\/www.whiterainbookhouse.com\/products\/python-sebastian-raschka-9781787128576","provider":"WR Book House","version":"1.0","type":"link"}