{"product_id":"mastering-llm-embeddings-anand-vemula-9798327849426","title":"Mastering LLM Embeddings: From Basics to Advanced Applications in NLP","description":"\u003cp\u003eUnlock the power of Large Language Model (LLM) embeddings with this comprehensive guide, tailored for both beginners and seasoned professionals in the field of Natural Language Processing (NLP). \"Mastering LLM Embeddings: From Basics to Advanced Applications in NLP\" takes you on a journey through the core concepts, practical implementations, and cutting-edge advancements in the realm of word embeddings.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eInside This Book: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cb\u003eFoundational Knowledge: \u003c\/b\u003e Understand the history, importance, and fundamental principles of embeddings, including Word2Vec, GloVe, and FastText.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eContextual Embeddings: \u003c\/b\u003e Dive deep into advanced models like ELMo and BERT, exploring their architecture and applications.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003ePractical Implementation: \u003c\/b\u003e Step-by-step tutorials on implementing embeddings using Python with TensorFlow, PyTorch, and Hugging Face Transformers.\u003c\/li\u003e\n\u003cli\u003e**Advanced Techniques\u003cp\u003emodels, and methods for sentence and document embeddings.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eReal-World Applications: \u003c\/b\u003e Discover how embeddings are used in information retrieval, text classification, and sequence-to-sequence tasks such as machine translation and text summarization.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eEthical Considerations: \u003c\/b\u003e Explore the challenges of bias, privacy, and the ethical use of AI, and learn how to create fair and responsible AI systems.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eFuture Directions: \u003c\/b\u003e Stay ahead with insights into the latest trends, potential innovations, and ongoing research questions in the field of embeddings.\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003eWhy This Book?\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eWhether you're a data scientist, researcher, developer, or enthusiast, \"Mastering LLM Embeddings\" provides a clear and thorough understanding of how to harness the power of embeddings for various NLP tasks. Packed with case studies, practical examples, and code tutorials, this book is your ultimate resource for mastering embeddings and applying them to solve real-world problems.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Anand Vemula\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798327849426\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/07\/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":47611930149119,"sku":"9798327849426","price":20.58,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_c6a552ed-f81f-4e5e-b3ef-cef759a9afb3.jpg?v=1764517023","url":"https:\/\/www.whiterainbookhouse.com\/products\/mastering-llm-embeddings-anand-vemula-9798327849426","provider":"WR Book House","version":"1.0","type":"link"}