{"product_id":"large-language-model-crash-course-jamie-flux-9798346203537","title":"Large Language Model Crash Course: Hands on With Python","description":"\u003cp\u003eUnlock the full potential of Natural Language Processing (NLP) with the definitive guide to Large Language Models (LLMs)! This comprehensive resource is perfect for beginners and seasoned professionals alike, revealing the intricacies of state-of-the-art NLP models. Dive into a wealth of knowledge packed with theoretical insights, practical examples, and Python code to implement key concepts. Experience firsthand the transformative power LLMs can have on a variety of applications spanning diverse industries.\u003c\/p\u003e \u003cp\u003e\u003cb\u003eKey Features: \u003c\/b\u003e\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003eComprehensive coverage-from foundational NLP concepts to advanced model architectures.\u003c\/li\u003e\n\u003cli\u003eDetailed exploration of pre-training, fine-tuning, and deploying LLMs.\u003c\/li\u003e\n\u003cli\u003eHands-on Python code examples for each chapter.\u003c\/li\u003e\n\u003cli\u003eSEO-optimized knowledge that encompasses a wide array of tasks and capabilities in NLP.\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003cb\u003eWhat You Will Learn: \u003c\/b\u003e\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003eGrasp the basics with an introduction to Large Language Models and their influence on NLP.\u003c\/li\u003e\n\u003cli\u003eDelve into the essentials of NLP fundamentals critical for LLM comprehension.\u003c\/li\u003e\n\u003cli\u003eAnalyze traditional language models, including their mechanisms and limitations.\u003c\/li\u003e\n\u003cli\u003eDiscover the power of word embeddings such as Word2Vec and GloVe.\u003c\/li\u003e\n\u003cli\u003eExplore how deep learning catalyzed a revolution in natural language processing.\u003c\/li\u003e\n\u003cli\u003eUnderstand the structure and functionality of neural networks relevant to NLP.\u003c\/li\u003e\n\u003cli\u003eMaster Recurrent Neural Networks (RNNs) and their applications in text processing.\u003c\/li\u003e\n\u003cli\u003eNavigate the workings of Long Short-Term Memory (LSTM) networks for long-term text dependencies.\u003c\/li\u003e\n\u003cli\u003eAppreciate the transformative impact of the Transformer architecture on NLP.\u003c\/li\u003e\n\u003cli\u003eLearn the importance of attention mechanisms and self-attention in modern LLMs.\u003c\/li\u003e\n\u003cli\u003eDecode the architecture and function of the BERT model in NLP tasks.\u003c\/li\u003e\n\u003cli\u003eTrace the evolution and design of GPT models from GPT to GPT-4.\u003c\/li\u003e\n\u003cli\u003eExplore pre-training methodologies that underpin large-scale language models.\u003c\/li\u003e\n\u003cli\u003eFine-tune LLMs for specific applications with precision and effectiveness.\u003c\/li\u003e\n\u003cli\u003eInnovate with generative model fine-tuning for creative text generation tasks.\u003c\/li\u003e\n\u003cli\u003eOptimize models through contrastive learning for superior performance.\u003c\/li\u003e\n\u003cli\u003eExcavate the nuances of in-context learning techniques in LLMs.\u003c\/li\u003e\n\u003cli\u003eApply transfer learning principles to enhance language model capabilities.\u003c\/li\u003e\n\u003cli\u003eComprehend the nuances of training LLMs from a technical standpoint.\u003c\/li\u003e\n\u003cli\u003ePrepare datasets meticulously for language model training success.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Jamie Flux\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798346203537\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/11\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 418\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.23lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.85d","brand":"Jamie Flux","offers":[{"title":"Paperback","offer_id":46401682931967,"sku":"9798346203537","price":39.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_9c3fceb0-9f99-4ebf-876e-15d4bd6bee3f.jpg?v=1733888347","url":"https:\/\/www.whiterainbookhouse.com\/products\/large-language-model-crash-course-jamie-flux-9798346203537","provider":"WR Book House","version":"1.0","type":"link"}