{"product_id":"understanding-large-language-models-learning-their-underlying-concepts-and-technologies-9798868800160","title":"Understanding Large Language Models: Learning Their Underlying Concepts and Technologies","description":"\u003cp\u003eThis book will teach you the underlying concepts of large language models (LLMs), as well as the technologies associated with them.\u003c\/p\u003e \u003cp\u003eThe book starts with an introduction to the rise of conversational AIs such as ChatGPT, and how they are related to the broader spectrum of large language models. From there, you will learn about natural language processing (NLP), its core concepts, and how it has led to the rise of LLMs. Next, you will gain insight into transformers and how their characteristics, such as self-attention, enhance the capabilities of language modeling, along with the unique capabilities of LLMs. The book concludes with an exploration of the architectures of various LLMs and the opportunities presented by their ever-increasing capabilities--as well as the dangers of their misuse.\u003c\/p\u003e \u003cp\u003eAfter completing this book, you will have a thorough understanding of LLMs and will be ready to take your first steps in implementing them into your own projects.\u003c\/p\u003e \u003cp\u003e \u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eGrasp the underlying concepts of LLMs\u003c\/li\u003e\n\u003cli\u003eGain insight into how the concepts and approaches of NLP have evolved over the years\u003c\/li\u003e\n\u003cli\u003eUnderstand transformer models and attention mechanisms\u003c\/li\u003e\n\u003cli\u003eExplore different types of LLMs and their applications\u003c\/li\u003e\n\u003cli\u003eUnderstand the architectures of popular LLMs\u003c\/li\u003e\n\u003cli\u003eDelve into misconceptions and concerns about LLMs, as well as how to best utilize them\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003c\/p\u003e Anyone interested in learning the foundational concepts of NLP, LLMs, and recent advancements of deep learning\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\u003cb\u003eThimira Amaratunga\u003c\/b\u003e is a Senior Software Architect at Pearson PLC Sri Lanka with over 15 years of industry experience. He is also an inventor, author, and researcher in the areas of AI, machine learning, deep learning in education, and computer vision. \u003c\/p\u003e Thimira holds a Master of Science degree in Computer Science and a bachelor's degree in information technology from the University of Colombo, Sri Lanka. He has filed three patents in the fields of dynamic neural networks and semantics for online learning platforms. He has published three books on deep learning and computer vision.\u003cbr\u003e","brand":"Apress","offers":[{"title":"Default Title","offer_id":50697187262738,"sku":"9798868800160","price":32.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_48584feb-dd81-4119-9f41-d6ea11447010.jpg?v=1734296182","url":"https:\/\/surprise-castle.myshopify.com\/products\/understanding-large-language-models-learning-their-underlying-concepts-and-technologies-9798868800160","provider":"Surprise Castle","version":"1.0","type":"link"}