{"product_id":"natural-language-processing-intelligent-systems-basics-to-llms-development-9798296152619","title":"Natural Language Processing Intelligent Systems: Basics to LLMs Development","description":"\u003cp\u003e • Author(s): Kai Desmond\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Data Processing\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eElevate your expertise in Natural Language Processing (NLP) with this comprehensive guide, featuring practical frameworks, foundational concepts, and cutting-edge insights into Large Language Models (LLMs). This book offers a clear and engaging pathway to mastering the techniques that power intelligent language systems. With detailed explanations, hands-on code examples, and a focus on real-world applications, this book equips you with the knowledge and skills to build sophisticated NLP solutions.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eKey Features\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eGain a deep understanding of NLP concepts, from foundational techniques to advanced LLMs and multimodal systems\u003c\/li\u003e\n\u003cli\u003eExplore practical Python implementations with complete code samples for tasks like text classification, dialogue systems, and vision-language integration\u003c\/li\u003e\n\u003cli\u003eStay ahead with insights into emerging trends, ethical considerations, and the future of NLP\u003c\/li\u003e\n\u003cli\u003ePurchase of the print or Kindle book includes a free PDF eBook\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cb\u003eBook Description\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eAre you eager to excel in Natural Language Processing but unsure where to start? This book provides a structured and accessible entry point, crafted by an expert in the field. \u003ci\u003eThis book\u003c\/i\u003e guides you through the essentials of NLP, from fundamental concepts to the latest advancements in LLMs and conversational AI. You'll begin with core techniques like tokenization, syntactic parsing, and semantic representation, building a solid foundation. As you progress, you'll explore word embeddings, deep learning models, and transformer architectures, culminating in the design and application of LLMs like GPT-3 and multimodal systems that integrate text, speech, and images. The book covers practical topics such as text preprocessing, discourse analysis, dialogue management, and real-time NLP, all supported by clear Python code examples that bring theory to life.\u003c\/p\u003e\u003cp\u003eYou'll learn how to apply traditional machine learning methods, such as Naive Bayes and SVMs, for tasks like text classification, and transition to neural models like BERT and T5 for advanced applications. The book also addresses real-time processing, speech recognition, and vision-language tasks like image captioning, preparing you for cutting-edge challenges. Ethical considerations-bias, fairness, and privacy-are woven throughout, ensuring you understand how to develop responsible AI. By the end, you'll gain insights into future trends, including zero-shot learning, multimodal integration, and human-AI collaboration, enriched by expert perspectives on NLP's evolving landscape.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eGrasp the essentials of NLP, from tokenization and embeddings to transformer-based LLMs\u003c\/li\u003e\n\u003cli\u003eImplement machine learning and deep learning techniques for text classification and dialogue systems\u003c\/li\u003e\n\u003cli\u003eBuild real-time and multimodal NLP applications, including speech recognition and vision-language integration\u003c\/li\u003e\n\u003cli\u003eApply ethical principles to address bias, fairness, and privacy in AI development\u003c\/li\u003e\n\u003cli\u003eUnderstand the theory and implementation of LLMs for tasks like text generation and question answering\u003c\/li\u003e\n\u003cli\u003eExplore emerging trends and expert insights shaping the future of NLP\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003c\/p\u003e\u003col\u003e\n\u003cli\u003eFoundations of NLP: Core Concepts and Techniques\u003c\/li\u003e\n\u003cli\u003eSemantic Representations: From WordNet to Word Embeddings\u003c\/li\u003e\n\u003cli\u003eDiscourse, Pragmatics, and Dialogue Foundations\u003c\/li\u003e\n\u003cli\u003eMachine Learning for NLP: Traditional Approaches\u003c\/li\u003e\n\u003cli\u003eNeural Representation Learning in NLP\u003c\/li\u003e\n\u003cli\u003eSequential Models and Attention Mechanisms\u003c\/li\u003e\n\u003cli\u003eTransformer Architectures and Pretraining\u003c\/li\u003e\n\u003cli\u003eLarge Language Models (LLMs) and Advanced NLP\u003c\/li\u003e\n\u003cli\u003eDialogue Systems and Conversational AI\u003c\/li\u003e\n\u003cli\u003eReal-Time and Multimodal NLP Applications\u003c\/li\u003e\n\u003cli\u003eEthics and Future Trends in NLP\u003c\/li\u003e\n\u003cli\u003ePractical Applications: Building Real-World NLP Solutions\u003c\/li\u003e\n\u003cli\u003eConclusion and Future Directions\u003c\/li\u003e\n\u003c\/ol\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46334071799959,"sku":"9798296152619","price":1306.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798296152619.webp?v=1768671255","url":"https:\/\/atlanticbooks.com\/products\/natural-language-processing-intelligent-systems-basics-to-llms-development-9798296152619","provider":"Atlantic Books","version":"1.0","type":"link"}