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Grokking Machine Learning

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Publisher	Manning Publications
ISBN 10	1617295914
Book Format	Paperback
Book Description	It's time to dispel the myth that machine learning is difficult. Grokking Machine Learning teaches you how to apply ML to your projects using only standard Python code and high school-level math. No specialist knowledge is required to tackle the hands-on exercises using readily available machine learning tools!Â In Grokking Machine Learning, expert machine learning engineer Luis Serrano introduces the most valuable ML techniques and teaches you how to make them work for you. Practical examples illustrate each new concept to ensure youâ€™re grokking as you go. Youâ€™ll build models for spam detection, language analysis, and image recognition as you lock in each carefully-selected skill. Packed with easy-to-followPython-based exercises and mini-projects, this book sets you on the path to becoming a machine learning expert.Â Key FeaturesÂ· Â Different types of machine learning, including supervised and unsupervised learningÂ· Â Algorithms for simplifying, classifying, and splitting dataÂ· Â Machine learning packages and toolsÂ· Â Hands-on exercises with fully-explained Python code samplesÂ For readers with intermediate programming knowledge in Python or a similar language.Â About the technology Machine learning is a collection of mathematically-based techniques and algorithms that enable computers to identify patterns and generate predictions from data. This revolutionary data analysis approach is behind everything from recommendation systems to self-driving cars, and is transforming industries from finance to art.Â Luis G. Serrano has worked as the Head of Content for Artificial Intelligence at Udacity and as a Machine Learning Engineer at Google, where he worked on the YouTube recommendations system. He holds a PhD in mathematics from the University of Michigan, a Bachelor and Masters from the University of Waterloo, and worked as a postdoctoral researcher at the University of Quebec at Montreal. He shares his machine learning expertise on a YouTube channel with over 2 million views and 35 thousand subscribers, and is a frequent speaker at artificial intelligence and data science conferences.
Publication Date	44580

ISBN 13	9781617295911
Author	Luis Serrano
Language	English
About the Author	Luis G. Serrano has worked as the Head of Content for Artificial Intelligence at Udacity and as a Machine Learning Engineer at Google, where he worked on the YouTube recommendations system. He holds a PhD in mathematics from the University of Michigan, a Bachelor and Masters from the University of Waterloo, and worked as a postdoctoral researcher at the University of Quebec at Montreal. He shares his machine learning expertise on a YouTube channel with over 2 million views and 35 thousand subscribers, and is a frequent speaker at artificial intelligence and data science conferences.
Number of Pages	350 pages

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Grokking Machine Learning

330.10

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