| 期刊全稱 | An Intuitive Exploration of Artificial Intelligence | | 期刊簡稱 | Theory and Applicati | | 影響因子2023 | Simant Dube | | 視頻video | http://file.papertrans.cn/156/155619/155619.mp4 | | 發(fā)行地址 | Presents an intuitive and comprehensive view of AI, with emphasis on theory and applications of Deep Learning..Mathematical notation is simplified and various illustrations are used to convey concepts | | 圖書封面 |  | | 影響因子 | This book develops a conceptual understanding of Artificial Intelligence (AI), Deep Learning and Machine Learning in the truest sense of the word. It is an earnest endeavor to unravel what is happening at the algorithmic level, to grasp how applications are being built and to show the long adventurous road in the future..An Intuitive Exploration of Artificial Intelligence.?offers insightful details on how AI works and solves problems in computer vision, natural language understanding, speech understanding, reinforcement learning and synthesis of new content. From the classic problem of recognizing cats and dogs, to building autonomous vehicles, to translating text into another language,?to automatically converting?speech into text and back to speech,?to generating?neural art, to playing?games, and the author‘s own experience in building solutions in industry, this book is about explaining how exactly the myriad applications of AI flow out of its immense potential..The book is intended to serve?as a textbook for graduate and senior-level undergraduate courses in AI. Moreover, since the?book provides a strong geometrical intuition?about advanced mathematical foundations of AI,? pract | | Pindex | Textbook 2021 |
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