{"product_id":"machine-learning-animated-mark-liu-9781032462134","title":"Machine Learning, Animated","description":"\u003cp\u003eThe release of ChatGPT has kicked off an arms race in Machine Learning (ML), however ML has also been described as a black box and very hard to understand. \u003cstrong\u003eMachine Learning, Animated \u003c\/strong\u003eeases you into basic ML concepts and summarizes the learning process in three words: \u003ci\u003einitialize\u003c\/i\u003e, \u003ci\u003eadjust\u003c\/i\u003e and \u003ci\u003erepeat\u003c\/i\u003e. This is illustrated step by step with animation to show how machines learn: from initial parameter values to adjusting each step, to the final converged parameters and predictions.\u003c\/p\u003e\u003cp\u003eThis book teaches readers to create their own neural networks with dense and convolutional layers, and use them to make binary and multi-category classifications. Readers will learn how to build deep learning game strategies and combine this with reinforcement learning, witnessing AI achieve super-human performance in Atari games such as Breakout, Space Invaders, Seaquest and Beam Rider.\u003c\/p\u003e\u003cp\u003eWritten in a clear and concise style, illustrated with animations and images, this book is particularly appealing to readers with no background in computer science, mathematics or statistics.\u003c\/p\u003e\u003cp\u003eAccess the book's repository at: https: \/\/github.com\/markhliu\/MLA\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Mark Liu\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1032462132\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781032462134\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/27\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 436\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.77lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.94d","brand":"Mark Liu","offers":[{"title":"Paperback","offer_id":48799097159935,"sku":"9781032462134","price":104.99,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-animated-mark-liu-9781032462134","provider":"WR Book House","version":"1.0","type":"link"}