A Generative Journey to AI : Mastering the foundations and frontiers of generative deep learning
Book Details
Format
Paperback / Softback
ISBN-10
9365890845
ISBN-13
9789365890846
Publisher
BPB Publications
Imprint
BPB Publications
Country of Manufacture
IN
Country of Publication
GB
Publication Date
Aug 26th, 2024
Print length
476 Pages
Weight
758 grams
Dimensions
19.00 x 24.30 x 2.30 cms
Product Classification:
Computing & information technology
Ksh 6,600.00
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It concludes by highlighting how generative AI can be used creatively, transforming fields like art and pushing the boundaries of human creativity, while also addressing the challenges of using these technologies responsibly.
Explore the world of generative AI, a technology capable of creating new data that closely resembles reality. This book covers the fundamentals and advances through cutting-edge techniques. It also clarifies complex concepts, guiding you through the essentials of deep learning, neural networks, and the exciting world of generative models, like GANs, VAEs, Transformers, etc. This book introduces deep learning, machine learning, and neural networks as the foundation of generative models, covering types like GANs and VAEs, diffusion models, and other advanced architectures. It explains their structure, training methods, and applications across various fields. It discusses ethical considerations, responsible development, and future trends in generative AI.
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