E-Book, Englisch, 276 Seiten
Dop Hands-On Natural Language Processing with PyTorch 1.x
1. Auflage 2020
ISBN: 978-1-78980-553-6
Verlag: De Gruyter
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)
Build smart, AI-driven linguistic applications using deep learning and NLP techniques
E-Book, Englisch, 276 Seiten
ISBN: 978-1-78980-553-6
Verlag: De Gruyter
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)
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Table of Contents - Fundamentals of Machine Learning and Deep Learning
- Getting Started with PyTorch 1.x for NLP
- NLP and Text Embeddings
- Text Preprocessing, Stemming, and Lemmatization
- Recurrent Neural Networks and Sentiment Analysis
- Convolutional Neural Networks for Text Classification
- Text Translation using Sequence to Sequence Neural Networks
- Building a Chatbot Using Attention-based Neural Networks
- The Road Ahead