A Generative Journey to AI by Toni Ramchandani (.ePUB)

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File Size: 19.1 MB

A Generative Journey to AI: Mastering the foundations and frontiers of generative deep learning by Toni Ramchandani
Requirements: .ePUB reader, 19.1 MB
Overview: 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. 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. This book is ideal for AI enthusiasts, developers, and professionals with a basic understanding of Python programming and Machine Learning.
Genre: Non-Fiction > Tech & Devices

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