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An Intuitive Exploration of Artificial Intelligence: Theory and Applications of Deep Learning
An Intuitive Exploration of Artificial Intelligence: Theory and Applications of Deep Learning
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- More about An Intuitive Exploration of Artificial Intelligence: Theory and Applications of Deep Learning
This book provides a conceptual understanding of AI, Deep Learning, and Machine Learning, unraveling algorithmic level details and their applications in computer vision, natural language understanding, speech understanding, and more. It serves as a textbook for graduate and senior-level undergraduate courses in AI and is beneficial for practitioners and researchers.
Format: Paperback / softback
Length: 352 pages
Publication date: 22 June 2022
Publisher: Springer Nature Switzerland AG
This comprehensive book delves into the intricate realms of Artificial Intelligence (AI), Deep Learning, and Machine Learning, offering a profound conceptual understanding in the truest sense of the terms. It is an earnest endeavor to unravel the intricacies at the algorithmic level, comprehend the construction of applications, and unveil the exciting future ahead.
An Intuitive Exploration of Artificial Intelligence provides a comprehensive guide to the workings of AI and its applications across various domains. It delves into computer vision, natural language understanding, speech understanding, reinforcement learning, and the synthesis of new content. From the classic challenge of recognizing cats and dogs to the advanced tasks of building autonomous vehicles, translating text into different languages, automatically converting speech into text and back, generating neural art, playing games, and the author's own experiences in developing solutions in the industry, this book offers a deep insight into the vast potential of AI.
The book is designed to serve as a textbook for graduate and senior-level undergraduate courses in AI. Moreover, its strong geometrical intuition about advanced mathematical foundations of AI makes it invaluable for practitioners and researchers alike. By exploring the algorithmic foundations, application development, and future prospects, this book provides a comprehensive and insightful journey into the world of AI, paving the way for future advancements and innovations.
Weight: 575g
Dimension: 235 x 155 (mm)
ISBN-13: 9783030686260
Edition number: 1st ed. 2021
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