Generative AI and NLP: Techniques, Applications and Tutorials
Vemula, Anand
- 出版商: Independently Published
- 出版日期: 2024-05-30
- 售價: $660
- 貴賓價: 9.5 折 $627
- 語言: 英文
- 頁數: 74
- 裝訂: Quality Paper - also called trade paper
- ISBN: 9798327089891
- ISBN-13: 9798327089891
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相關分類:
人工智慧、Text-mining
海外代購書籍(需單獨結帳)
相關主題
商品描述
"Generative AI and NLP: Techniques, Applications, Insights" delves into the fascinating realms of Generative Artificial Intelligence (AI) and Natural Language Processing (NLP), offering readers a comprehensive exploration of the cutting-edge techniques, diverse applications, and insightful perspectives within these fields. The book begins by unraveling the intricate methods behind Generative AI, elucidating the fundamental principles and advanced techniques employed in generating novel data across various modalities. From Generative Adversarial Networks (GANs) to Transformer-based models, readers gain a deep understanding of how these models operate and their potential to revolutionize content generation. Moving forward, the book navigates through the practical applications of Generative AI and NLP, unveiling their transformative impact across industries. Whether it's crafting conversational agents, automating content creation, or enhancing language translation, readers discover the myriad ways in which these technologies are reshaping human-computer interaction and information processing. Moreover, "Generative AI and NLP: Techniques, Applications, Insights" goes beyond technical exploration to provide valuable insights into the ethical considerations and societal implications inherent in these technologies. By examining issues of bias, fairness, and privacy, readers are prompted to reflect on the ethical challenges posed by AI-generated content and the responsible deployment of such systems in real-world scenarios. Throughout the book, readers are presented with practical examples, case studies, and hands-on exercises that deepen their understanding and proficiency in applying Generative AI and NLP techniques. From sentiment analysis to text summarization, readers are equipped with the knowledge and tools to tackle a diverse array of NLP tasks effectively. With its blend of technical rigor, practical relevance, and ethical reflection, "Generative AI and NLP: Techniques, Applications, Insights" serves as an invaluable resource for students, researchers, and practitioners seeking to navigate the dynamic landscape of AI-driven content generation and natural language understanding. Whether exploring the latest advancements or contemplating the broader implications of AI technology, this book offers a comprehensive and insightful guide to the world of Generative AI and NLP.
商品描述(中文翻譯)
《生成式人工智慧與自然語言處理:技術、應用、洞見》深入探討生成式人工智慧(AI)和自然語言處理(NLP)的迷人領域,為讀者提供對這些領域內尖端技術、多樣應用和深刻見解的全面探索。
本書首先揭示生成式AI背後的複雜方法,闡明在各種模態中生成新數據所採用的基本原則和先進技術。從生成對抗網絡(GANs)到基於Transformer的模型,讀者將深入了解這些模型的運作方式及其顛覆內容生成的潛力。
接著,本書探討生成式AI和NLP的實際應用,揭示其在各行各業的變革性影響。無論是打造對話代理、實現內容創建自動化,還是提升語言翻譯,讀者將發現這些技術如何重塑人機互動和信息處理的多種方式。
此外,《生成式人工智慧與自然語言處理:技術、應用、洞見》不僅限於技術探索,還提供對這些技術所固有的倫理考量和社會影響的寶貴見解。通過檢視偏見、公平性和隱私等問題,讀者被引導反思AI生成內容所帶來的倫理挑戰,以及在現實場景中負責任地部署這些系統的必要性。
在整本書中,讀者將接觸到實用的範例、案例研究和實作練習,這些都能加深他們對生成式AI和NLP技術的理解和應用能力。從情感分析到文本摘要,讀者將獲得應對各種NLP任務的知識和工具。
憑藉其技術嚴謹性、實用相關性和倫理反思的結合,《生成式人工智慧與自然語言處理:技術、應用、洞見》成為學生、研究者和實務工作者在探索AI驅動的內容生成和自然語言理解的動態領域時不可或缺的資源。無論是探索最新的進展,還是思考AI技術的更廣泛影響,本書都提供了一個全面且深刻的指南,帶領讀者進入生成式AI和NLP的世界。