Isbn: 9781617294631 - natural language processing in action: understanding, analyzing, and generating text with python (19 Ergebnisse)

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Paperback. Zustand: Very Good. Natural Language Processing in Action: Understanding, analyzing, and generating text with Python This book is in very good condition and will be shipped within 24 hours of ordering. The cover may have some limited signs of wear but the pages are clean, intact and the spine remains undamaged. This book has clearly been well maintained and looked after thus far. Money back guarantee if you are not satisfied. See all our books here, order more than 1 book and get discounted shipping.…

Paperback. Zustand: Very Good. This book is in very good condition and will be shipped within 24 hours of ordering. The cover may have some limited signs of wear but the pages are clean, intact and the spine remains undamaged. This book has clearly been well maintained and looked after thus far. Money back guarantee if you are not satisfied. See all our books here, order more than 1 book and get discounted shipping. …

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Taschenbuch. Zustand: Neu. Neuware - SummaryNatural Language Processing in Action is your guide to creating machines that understand human language using the power of Python with its ecosystem of packages dedicated to NLP and AI.About the TechnologyRecent advances in deep learning empower applications to understand text and speech with extreme accuracy. The result Chatbots that can imitate real people, meaningful resume-to-job matches, superb predictive search, and automatically generated document summariesall at a low cost. New techniques, along with accessible tools like Keras and TensorFlow, make professional-quality NLP easier than ever before.About the BookNatural Language Processing in Action is your guide to building machines that can read and interpret human language. In it, you'll use readily available Python packages to capture the meaning in text and react accordingly. The book expands traditional NLP approaches to include neural networks, modern deep learning algorithms, and generative techniques as you tackle real-world problems like extracting dates and names, composing text, and answering free-form questions.What's inside- Some sentences in this book were written by NLP! Can you guess which ones - Working with Keras, TensorFlow, gensim, and scikit-learn- Rule-based and data-based NLP- Scalable pipelinesAbout the ReaderThis book requires a basic understanding of deep learning and intermediate Python skills.About the AuthorHobson Lane, Cole Howard, and Hannes Max Hapke are experienced NLP engineers who use these techniques in production.Table of ContentsPART 1 - WORDY MACHINES- Packets of thought (NLP overview)- Build your vocabulary (word tokenization)- Math with words (TF-IDF vectors)- Finding meaning in word counts (semantic analysis)PART 2 - DEEPER LEARNING (NEURAL NETWORKS)- Baby steps with neural networks (perceptrons and backpropagation)- Reasoning with word vectors (Word2vec)- Getting words in order with convolutional neural networks (CNNs)- Loopy (recurrent) neural networks (RNNs)- Improving retention with long short-term memory networks- Sequence-to-sequence models and attentionPART 3 - GETTING REAL (REAL-WORLD NLP CHALLENGES)- Information extraction (named entity extraction and question answering)- Getting chatty (dialog engines)- Scaling up (optimization, parallelization, and batch processing).…

Paperback. Zustand: Brand New. 300 pages. 9.25x7.50x1.50 inches. In Stock.

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Taschenbuch. Zustand: Neu. Natural Language Processing in Action | Understanding, analyzing, and generating text with Python | Hapke Hannes (u. a.) | Taschenbuch | Kartoniert / Broschiert | Englisch | 2019 | Manning Publications | EAN 9781617294631 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu. …