{"product_id":"machine-learning-animated","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","brand":"Taylor \u0026 Francis Ltd","offers":[{"title":"Default Title","offer_id":54238218813784,"sku":"9781032462141","price":91.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9781032462141_4110f639-f7b0-42de-82f4-47f7b3638a11.jpg?v=1768325419","url":"https:\/\/agendabookshop.com\/products\/machine-learning-animated","provider":"Agenda Bookshop","version":"1.0","type":"link"}