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Titlebook: Natural Language Processing Projects; Build Next-Generatio Akshay Kulkarni,Adarsha Shivananda,Anoosh Kulkarni Book 2022 Akshay Kulkarni, Ad

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發(fā)表于 2025-3-21 16:36:12 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Natural Language Processing Projects
副標題Build Next-Generatio
編輯Akshay Kulkarni,Adarsha Shivananda,Anoosh Kulkarni
視頻videohttp://file.papertrans.cn/662/661797/661797.mp4
概述Covers NLP concepts and life cycle with simple and easy-to-follow end-to-end projects in Python.Includes the latest industry algorithms to implement and explain concepts and applications.Source code a
圖書封面Titlebook: Natural Language Processing Projects; Build Next-Generatio Akshay Kulkarni,Adarsha Shivananda,Anoosh Kulkarni Book 2022 Akshay Kulkarni, Ad
描述.Leverage machine learning and deep learning techniques to build fully-fledged natural language processing (NLP) projects. Projects throughout this book grow in complexity and showcase methodologies, optimizing tips, and tricks to solve various business problems. You will use modern Python libraries and algorithms to build end-to-end NLP projects.?.The book starts with an overview of natural language processing (NLP) and artificial intelligence to provide a quick refresher on algorithms. Next, it covers end-to-end NLP projects beginning with traditional algorithms and projects such as customer review sentiment and emotion detection, topic modeling, and document clustering. From there, it delves into e-commerce related projects such as product categorization using the description of the product, a search engine to retrieve the relevant content, and a content-based recommendation system to enhance user experience. Moving forward, it explains how to build systems to find similar sentences using contextual?embedding, summarizing huge documents using recurrent neural networks (RNN), automatic word suggestion using long short-term memory networks (LSTM), and how to build a chatbot using
出版日期Book 2022
關(guān)鍵詞Natural Language Processing; Python; Deep Learning; Machine Learning; Text Analytics; CNN; RNN; LSTM; Recomm
版次1
doihttps://doi.org/10.1007/978-1-4842-7386-9
isbn_softcover978-1-4842-7385-2
isbn_ebook978-1-4842-7386-9
copyrightAkshay Kulkarni, Adarsha Shivananda and Anoosh Kulkarni 2022
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發(fā)表于 2025-3-21 20:28:07 | 只看該作者
Akshay Kulkarni,Adarsha Shivananda,Anoosh Kulkarniare unit (PICU) sedatives. Their mechanism of action produces a unique type of sedation which facilitates greater patient cooperation and, possibly, lighter levels of sedation to be tolerated. While two drug options are available, dexmedetomidine has become the most commonly used primary intravenous
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發(fā)表于 2025-3-22 02:21:39 | 只看該作者
Akshay Kulkarni,Adarsha Shivananda,Anoosh Kulkarni required diagnostic and therapeutic procedures, or even routine care. Administering sedative and analgesic infusions to blunt awareness is no longer a standard of care and may contribute to the development of tolerance and withdrawal, delirium, and post-intensive care syndrome among other agent-rel
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發(fā)表于 2025-3-22 08:08:54 | 只看該作者
Akshay Kulkarni,Adarsha Shivananda,Anoosh Kulkarnings, barbiturates continue to play a role in PICU sedation and the management of critically ill children with either refractory status epilepticus or intracranial hypertension. Barbiturates act primarily via agonism of the brain’s major neuroinhibitory mechanism, gamma-aminobutyric acid (GABA), alth
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發(fā)表于 2025-3-22 09:55:49 | 只看該作者
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發(fā)表于 2025-3-22 15:11:07 | 只看該作者
Akshay Kulkarni,Adarsha Shivananda,Anoosh Kulkarni required diagnostic and therapeutic procedures, or even routine care. Administering sedative and analgesic infusions to blunt awareness is no longer a standard of care and may contribute to the development of tolerance and withdrawal, delirium, and post-intensive care syndrome among other agent-rel
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發(fā)表于 2025-3-22 19:55:50 | 只看該作者
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發(fā)表于 2025-3-22 22:01:28 | 只看該作者
Akshay Kulkarni,Adarsha Shivananda,Anoosh Kulkarnip a broad spectrum of very profound questions connected to tThe book’s main contribution is its interdisciplinary approach to the issue of sedation at the end-of-life. Because it occurs at the end of life, palliative sedation raises a number of important ethical and legal questions, including whethe
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發(fā)表于 2025-3-23 02:13:40 | 只看該作者
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