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Hands-On Natural Language Processing with PyTorch 1.x Cover

Hands-On Natural Language Processing with PyTorch 1.x

Build smart, AI-driven linguistic applications using deep learning and NLP techniques

Paid access
|Jul 2020

Table of Contents

  1. Fundamentals of Machine Learning and Deep Learning
  2. Getting Started with PyTorch 1.x for NLP
  3. NLP and Text Embeddings
  4. Text Preprocessing, Stemming, and Lemmatization
  5. Recurrent Neural Networks and Sentiment Analysis
  6. Convolutional Neural Networks for Text Classification
  7. Text Translation using Sequence to Sequence Neural Networks
  8. Building a Chatbot Using Attention-based Neural Networks
  9. The Road Ahead
PDF ISBN: 978-1-78980-553-6
Publisher: Packt Publishing Limited
Copyright owner: © 2020 Packt Publishing Limited
Publication date: 2020
Language: English
Pages: 276

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