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: $1,640
- 貴賓價: 9.5 折 $1,558
- 語言: 英文
- 頁數: 348
- 裝訂: Quality Paper - also called trade paper
- ISBN: 9355518978
- ISBN-13: 9789355518972
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相關分類:
LangChain、Python、程式語言
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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。
