{"product_id":"deep-learning-illustrated-a-visual-interactive-guide-to-artificial-intelligence-9780135116692","title":"Deep Learning Illustrated: A Visual, Interactive Guide to Artificial Intelligence","description":"\u003cp\u003e • Author(s): Jon Krohn\u003cbr\u003e • Publisher: Addison-Wesley Professional\u003cbr\u003e • Publisher Imprint: Addison-Wesley Professional\u003cbr\u003e • BISAC: Data Science - Data Analytics\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\"The authors' clear visual style provides a comprehensive look at what's currently possible with artificial neural networks as well as a glimpse of the magic that's to come.\"\u003cbr\u003e--\u003cem\u003eTim Urban, author of \u003c\/em\u003eWait But Why\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eFully Practical, Insightful Guide to Modern Deep Learning\u003c\/strong\u003e\u003cbr\u003eDeep learning is transforming software, facilitating powerful new artificial intelligence capabilities, and driving unprecedented algorithm performance. \u003cem\u003e\u003cstrong\u003eDeep Learning Illustrated\u003c\/strong\u003e\u003c\/em\u003e is uniquely intuitive and offers a complete introduction to the discipline's techniques. Packed with full-color figures and easy-to-follow code, it sweeps away the complexity of building deep learning models, making the subject approachable and fun to learn.\u003cbr\u003eWorld-class instructor and practitioner Jon Krohn--with visionary content from Grant Beyleveld and beautiful illustrations by Aglaé Bassens--presents straightforward analogies to explain what deep learning is, why it has become so popular, and how it relates to other machine learning approaches. Krohn has created a practical reference and tutorial for developers, data scientists, researchers, analysts, and students who want to start applying it. He illuminates theory with hands-on Python code in accompanying Jupyter notebooks. To help you progress quickly, he focuses on the versatile deep learning library Keras to nimbly construct efficient TensorFlow models; PyTorch, the leading alternative library, is also covered.\u003cbr\u003eYou'll gain a pragmatic understanding of all major deep learning approaches and their uses in applications ranging from machine vision and natural language processing to image generation and game-playing algorithms.\u003cbr\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eDiscover what makes deep learning systems unique, and the implications for practitioners\u003c\/li\u003e \u003cli\u003eExplore new tools that make deep learning models easier to build, use, and improve\u003c\/li\u003e \u003cli\u003eMaster essential theory: artificial neurons, training, optimization, convolutional nets, recurrent nets, generative adversarial networks (GANs), deep reinforcement learning, and more\u003c\/li\u003e \u003cli\u003eWalk through building interactive deep learning applications, and move forward with your own artificial intelligence projects\u003c\/li\u003e \u003c\/ul\u003e \u003cem\u003eRegister your book for convenient access to downloads, updates, and\/or corrections as they become available. See inside book for details.\u003c\/em\u003e \u003cbr\u003e \u003cp\u003e\u003c\/p\u003e","brand":"Addison-Wesley Professional","offers":[{"title":"Paperback","offer_id":45033741549719,"sku":"9780135116692","price":3657.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780135116692.webp?v=1769209738","url":"https:\/\/atlanticbooks.com\/products\/deep-learning-illustrated-a-visual-interactive-guide-to-artificial-intelligence-9780135116692","provider":"Atlantic Books","version":"1.0","type":"link"}