{"product_id":"machine-learning-q-and-ai-30-essential-questions-and-answers-on-machine-learning-and-ai-paperback","title":"Machine Learning Q and AI: 30 Essential Questions and Answers on Machine Learning and AI - Paperback","description":"\u003cp\u003eby \u003cb\u003eSebastian Raschka\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003cb\u003eLearn the answers to 30 cutting-edge questions in machine learning and AI and level up your expertise in the field.\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003eIf you're ready to venture beyond introductory concepts and dig deeper into machine learning, deep learning, and AI, the question-and-answer format of \u003ci\u003eMachine Learning Q and AI\u003c\/i\u003e will make things fast and easy for you, without a lot of mucking about. \u003cp\u003e\u003c\/p\u003eBorn out of questions often fielded by author Sebastian Raschka, the direct, no-nonsense approach of this book makes advanced topics more accessible and genuinely engaging. Each brief, self-contained chapter journeys through a fundamental question in AI, unraveling it with clear explanations, diagrams, and hands-on exercises. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eWHAT'S INSIDE: \u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003cb\u003eFOCUSED CHAPTERS: \u003c\/b\u003e Key questions in AI are answered concisely, and complex ideas are broken down into easily digestible parts. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eWIDE RANGE OF TOPICS: \u003c\/b\u003e Raschka covers topics ranging from neural network architectures and model evaluation to computer vision and natural language processing. \u003cp\u003e\u003c\/p\u003e\u003cb\u003ePRACTICAL APPLICATIONS: \u003c\/b\u003e Learn techniques for enhancing model performance, fine-tuning large models, and more. \u003cp\u003e\u003c\/p\u003eYou'll also explore how to: \u003cbr\u003e- Manage the various sources of randomness in neural network training\u003cbr\u003e- Differentiate between encoder and decoder architectures in large language models\u003cbr\u003e- Reduce overfitting through data and model modifications\u003cbr\u003e- Construct confidence intervals for classifiers and optimize models with limited labeled data\u003cbr\u003e- Choose between different multi-GPU training paradigms and different types of generative AI models\u003cbr\u003e- Understand performance metrics for natural language processing\u003cbr\u003e- Make sense of the inductive biases in vision transformers \u003cp\u003e\u003c\/p\u003eIf you've been on the hunt for the perfect resource to elevate your understanding of machine learning, \u003ci\u003eMachine Learning Q and AI\u003c\/i\u003e will make it easy for you to painlessly advance your knowledge beyond the basics.\u003ch3\u003eAuthor Biography\u003c\/h3\u003e\u003cp\u003e\u003cb\u003eSebastian Raschka, PhD, \u003c\/b\u003e is a machine learning and AI researcher with a passion for education. As Lead AI Educator at Lightning AI, he is excited about making AI and deep learning more accessible. Raschka previously was Assistant Professor of Statistics at the University of Wisconsin-Madison, where he specialized in researching deep learning and machine learning, and is the author of the bestselling books \u003ci\u003ePython Machine Learning\u003c\/i\u003e and \u003ci\u003eMachine Learning with PyTorch and Scikit-Learn\u003c\/i\u003e. You can find out more about his research on his website at \u003ci\u003ehttps: \/\/sebastianraschka.com\u003c\/i\u003e.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 264\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.79 x 9.21 x 6.93 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e April 16, 2024\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":51763848184096,"sku":"9781718503762","price":49.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0974\/9764\/5344\/files\/b32d1d2537edb01db610dd76716cd7cf.webp?v=1780240061","url":"https:\/\/ebocreations.com\/products\/machine-learning-q-and-ai-30-essential-questions-and-answers-on-machine-learning-and-ai-paperback","provider":"The E-Book Oasis LLC","version":"1.0","type":"link"}