{"product_id":"machine-learning-animated-9781032462134","title":"Machine Learning, Animated","description":"\u003cp\u003e • Author(s): Mark Liu\u003cbr\u003e • Publisher: CRC Press\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • BISAC: Artificial Intelligence - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\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","brand":"CRC Press","offers":[{"title":"Paperback","offer_id":46862327447703,"sku":"9781032462134","price":6701.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781032462134.webp?v=1769965670","url":"https:\/\/atlanticbooks.com\/products\/machine-learning-animated-9781032462134","provider":"Atlantic Books","version":"1.0","type":"link"}