Learn Python Generative AI
Learn Python Generative AI: Journey from autoencoders to transformers to large language models
English | 2024 | ISBN: 9355518978 | 348 Pages | PDF EPUB | 16 MB
English | 2024 | ISBN: 9355518978 | 348 Pages | PDF EPUB | 16 MB
The book begins with an in-depth analysis of generative models, providing a solid foundation and exploring their combination nuances. It then focuses on enhancing TransVAE, a variational autoencoder, and introduces the Swin Transformer in generative AI. The inclusion of cutting edge applications like building an image search using Pinecone and a vector database further enriches its content. The narrative shifts to practical applications, showcasing GenAI's impact in healthcare, retail, and finance, with real-world examples and innovative solutions. In the healthcare sector, it emphasizes AI's transformative role in diagnostics and patient care. In retail and finance, it illustrates how AI revolutionizes customer engagement and decision making. The book concludes by synthesizing key learnings, offering insights into the future of generative AI, and making it a comprehensive guide for diverse industries.