SKU/Artículo: AMZ-B0FKZB22KL

Natural Language Processing Explained: How Machines Read, Interpret, and Respond to Human Language Like Chatbots and Virtual Assistants: A Beginner’s ... Chatbots, and Sentiment AI – No Coding Needed

Format:

Paperback

Hardcover

Paperback

Detalles del producto
Disponibilidad:
En stock
Peso con empaque:
0.40 kg
Devolución:
Condición
Nuevo
Producto de:
Amazon
Viaja desde
USA

Sobre este producto
  • This book offers a straightforward exploration of how machines process human language, from basic concepts to real-world applications. Written in clear, accessible language, it avoids technical jargon while explaining the key ideas behind technologies like chatbots, translation systems, and sentiment analysis. The content traces the historical development of language technology, showing how early rule-based systems evolved into today's more sophisticated approaches. Each chapter builds on practical examples to demonstrate how these technologies work in everyday tools people use without realizing the complex processes involved.Readers will find detailed yet simple explanations of the mathematical and technical foundations that enable machines to analyze text and speech. The book covers fundamental techniques like word vector representations, probability-based language models, and neural network architectures without requiring any programming knowledge. Special attention is given to how these systems handle challenges like ambiguity, context, and different languages. The explanations include basic calculations and diagrams to illustrate core concepts in an approachable way.The later chapters focus on practical applications that impact daily life, from email filtering to voice assistants. These sections examine both the capabilities and limitations of current technology, addressing why some tasks remain difficult for machines. The book also discusses important considerations around bias, privacy, and ethical use as these systems become more advanced. Real-world examples show how businesses, educators, and individuals interact with language technology in various settings.Designed for curious readers without technical backgrounds, this book serves as a comprehensive introduction to the field. It balances explanations of how things work with discussions of why they matter, connecting technical details to broader implications. The content stays up-to-date with recent advancements while maintaining a focus on foundational principles that won't quickly become outdated. Whether used for self-education or as a starting point for further study, the material provides a solid grounding in one of today's most impactful technologies.
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