Understanding Generative AI Business Applications
Understanding Generative AI Business Applications:
A Guide to Technical Principles and Real-World Applications
English | 2024 | ASIN : B0CVDDHJ5J | 274 Pages | EPUB | 0.6 MB
A Guide to Technical Principles and Real-World Applications
English | 2024 | ASIN : B0CVDDHJ5J | 274 Pages | EPUB | 0.6 MB
The book is organized into three sections: text-based, senses-based, and rationale-based. Each section provides an in-depth exploration of the specific methods and applications of Generative AI. In the text-based section, you will find detailed discussions on designing algorithms to automate and enhance written communication, including insights into the technical aspects of transformer-based Natural Language Processing (NLP) and chatbot architecture, such as GPT-4, Claude 2, Google Bard, and others. The senses-based section offers a glimpse into the algorithms and data structures that underpin visual, auditory, and multisensory experiences, including NeRF, 3D Gaussian Splatting,Stable Diffusion, AR and VR technologies, and more. The rationale-based section illuminates the decision-making capabilities of AI, with a focus on machine learning and data analytics techniques that empower applications such as simulation models, agents, and autonomous systems.