Learn Python Generative AI: Journey from autoencoders to transformers to large language models (English Edition)
Ralte, Zonunfeli, Kar, Indrajit
- 出版商: BPB Publications
- 出版日期: 2024-02-01
- 售價: $1,580
- 貴賓價: 9.5 折 $1,501
- 語言: 英文
- 頁數: 348
- 裝訂: Quality Paper - also called trade paper
- ISBN: 9355518978
- ISBN-13: 9789355518972
-
相關分類:
LangChain、Python、程式語言
海外代購書籍(需單獨結帳)
買這商品的人也買了...
-
Federated Learning Systems: Towards Next-Generation AI$6,860$6,517 -
Federated Learning with Python: Design and implement a federated learning system and develop applications using existing frameworks$1,880$1,786 -
Federated Learning for Wireless Networks$6,860$6,517 -
Federated Learning for Internet of Medical Things: Concepts, Paradigms, and Solutions$4,440$4,218 -
Federated Learning: A Comprehensive Overview of Methods and Applications$6,490$6,166 -
Federated Learning for Future Intelligent Wireless Networks$4,810$4,570 -
Handbook on Federated Learning: Advances, Applications and Opportunities$5,370$5,102 -
Federated AI for Real-World Business Scenarios$2,590$2,461 -
Security and Privacy in Federated Learning$6,280$5,966 -
Communication Efficient Federated Learning for Wireless Networks$6,490$6,166 -
Adversarial Multimedia Forensics$6,860$6,517 -
The Potential of Generative AI: Transforming Technology, Business and Art Through Innovative AI Applications$1,580$1,501 -
Federated Learning: Theory and Practice$4,460$4,237 -
Privacy-Preserving Machine Learning: A use-case-driven approach to building and protecting ML pipelines from privacy and security threats$1,820$1,729 -
Artificial Intelligence for Smart Manufacturing: Methods, Applications, and Challenges$5,620$5,339 -
Unleashing the Power of Data with Trusted AI: A guide for board members and executives$4,460$4,237 -
Security and Risk Analysis for Intelligent Edge Computing$6,950$6,603 -
Industrial Edge Computing: Architecture, Optimization and Applications$7,590$7,211 -
Mobile and Ubiquitous Systems: Computing, Networking and Services: 20th Eai International Conference, Mobiquitous 2023, Melbourne, Vic, Australia, Nov$3,930$3,734 -
LLM Model Security: Strategies, Best Practices, and Future Trends$1,020$969 -
LLM and Generative AI for Healthcare: A Comprehensive Guide$1,020$969 -
Generative AI Strategy and Implementation: Mastering Techniques and Advanced Applications$820$779 -
Generative AI Transformation: A Guide for Everyone$940$893 -
Generative AI for Manufacturing$2,250$2,138 -
Generative AI for Robotics and Autonomous Systems$2,250$2,138
商品描述
This book researches the intricate world of generative Artificial Intelligence, offering readers an extensive understanding of various components and applications in this field. 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.
商品描述(中文翻譯)
本書研究了生成式人工智慧的複雜世界，為讀者提供了對該領域各種組成部分和應用的廣泛理解。書中首先深入分析了生成模型，提供了堅實的基礎並探討了其組合的細微差別。接著，重點提升了TransVAE，一種變分自編碼器，並介紹了在生成式人工智慧中的Swin Transformer。書中還包含了尖端應用，例如使用Pinecone和向量資料庫建立圖像搜尋，進一步豐富了內容。敘述轉向實際應用，展示了生成式人工智慧在醫療、零售和金融領域的影響，並提供了真實案例和創新解決方案。在醫療領域，強調了人工智慧在診斷和病患照護中的變革性角色。在零售和金融領域，則說明了人工智慧如何徹底改變客戶互動和決策過程。
