{"product_id":"understanding-llm-anand-vemula-9798333036605","title":"Understanding LLM: A Comprehensive Guide to Large Language Models","description":"\u003cp\u003eUnderstanding LLM: A Comprehensive Guide to Large Language Models\" delves into the intricacies of large language models (LLMs), revolutionizing AI capabilities in understanding and generating human-like text. This comprehensive guide explores the evolution of LLMs from rule-based systems to advanced deep learning architectures, highlighting key milestones and core concepts such as tokens, embeddings, and attention mechanisms.\u003c\/p\u003e\u003cp\u003eThe book navigates through essential topics in LLM implementation, covering neural network fundamentals, transformers architecture, and techniques for pretraining and fine-tuning models. It emphasizes practical strategies for data preparation, managing large datasets, optimizing training performance, and deploying models effectively using frameworks like TensorFlow and PyTorch.\u003c\/p\u003e\u003cp\u003eEthical considerations in LLM development are thoroughly examined, focusing on transparency, accountability, bias detection, and fairness. Case studies across healthcare, finance, and entertainment showcase real-world applications, demonstrating how LLMs enhance tasks like text generation, classification, and conversational AI.\u003c\/p\u003e\u003cp\u003eThe future of LLMs is explored in-depth, highlighting emerging trends such as multimodal models, explainable AI, and opportunities for personalized AI applications. Technical challenges like scalability and data privacy are addressed, alongside growth opportunities in interdisciplinary research and AI for social good.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Anand Vemula\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798333036605\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/13\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 80\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.26lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.17d","brand":"Anand Vemula","offers":[{"title":"Paperback","offer_id":48996495851775,"sku":"9798333036605","price":22.99,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/understanding-llm-anand-vemula-9798333036605","provider":"WR Book House","version":"1.0","type":"link"}