{"product_id":"practical-deep-learning-2nd-edition-ronald-t-kneusel-9781718504202","title":"Practical Deep Learning, 2nd Edition","description":"\u003cb\u003e\u003ci\u003ePractical Deep Learning, 2nd Edition\u003c\/i\u003e is your gateway into AI, equipping you with the knowledge and confidence to build powerful AI models using the latest architectures and techniques.\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eIf you've been curious about artificial intelligence and machine learning but didn't know where to start, this is the book you've been waiting for. Focusing on the subfield of machine learning known as deep learning, it explains core concepts and gives you the foundation you need to start building your own models. Rather than simply outlining recipes for using existing toolkits, \u003ci\u003ePractical Deep Learning, 2nd Edition\u003c\/i\u003e teaches you the why of deep learning and will inspire you to explore further. \u003cp\u003e\u003c\/p\u003eAll you need is basic familiarity with computer programming and high school math--the book will cover the rest. After an introduction to Python, you'll move through key topics like how to build a good training dataset, work with the scikit-learn and Keras libraries, and evaluate your models' performance. \u003cp\u003e\u003c\/p\u003eYou'll also learn: \u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eHow to use classic machine learning models like k-Nearest Neighbors, Random Forests, and Support Vector Machines\u003c\/li\u003e\n\u003cli\u003eHow neural networks work and how they're trained\u003c\/li\u003e\n\u003cli\u003eHow to use convolutional neural networks\u003c\/li\u003e\n\u003cli\u003eHow to develop a successful deep learning model from scratch\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003eYou'll conduct experiments along the way, building to a final case study that incorporates everything you've learned. \u003cp\u003e\u003c\/p\u003eThis second edition is thoroughly revised and updated, and adds six new chapters to further your exploration of deep learning from basic CNNs to more advanced models. New chapters cover fine tuning, transfer learning, object detection, semantic segmentation, multilabel classification, self-supervised learning, generative adversarial networks, and large language models. \u003cp\u003e\u003c\/p\u003eThe perfect introduction to this dynamic, ever-expanding field, \u003ci\u003ePractical Deep Learning, 2nd Edition\u003c\/i\u003e will give you the skills and confidence to dive into your own machine learning projects.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Ronald T. Kneusel\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1718504209\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781718504202\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e No Starch Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/08\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 624\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback","brand":"Ronald T. Kneusel","offers":[{"title":"Paperback","offer_id":46334767268095,"sku":"9781718504202","price":69.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_07f790cf-d30a-4f17-9664-8f4c16c7bae7.jpg?v=1731467712","url":"https:\/\/www.whiterainbookhouse.com\/products\/practical-deep-learning-2nd-edition-ronald-t-kneusel-9781718504202","provider":"WR Book House","version":"1.0","type":"link"}