Manning Publications | Natural Language Processing In Action: Understanding, Analyzing, And Generating Text With Python (2019 EN)

Author: Hobson Lane, Cole Howard, Hannes Hapke
Full Title: Natural Language Processing In Action: Understanding, Analyzing, And Generating Text With Python
Publisher: Manning Publications; 1st edition (April 14, 2019)
Year: 2019
ISBN-13: 9781617294631 (978-1-61729-463-1)
ISBN-10: 1617294632
Pages: 544
Language: English
Genre: Educational: Data Science
File type: EPUB (True), PDF (True), Code Files
Quality: 10/10
Price: $39.99


Natural 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 Technology:
Recent 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 summaries—all at a low cost. New techniques, along with accessible tools like Keras and TensorFlow, make professional-quality NLP easier than ever before.

About the book:
Natural 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 pipelines

About the reader:
This book requires a basic understanding of deep learning and intermediate Python skills.

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