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

Build smart, AI-driven linguistic applications using deep learning and NLP techniques
1. Auflage 2020
ISBN: 978-1-78980-553-6
Verlag: De Gruyter
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 276 Seiten

No detailed description available for "Hands-On Natural Language Processing with PyTorch 1.x".

Autoren/Hrsg.

Dop, Thomas

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Neuronale Netzwerke
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Automatische Datenerfassung, Datenanalyse

Inhaltsverzeichnis

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

Über Autor(innen)

Dop Thomas:

Thomas Dop is a data scientist at MagicLab, a company that creates leading dating apps, including Bumble and Badoo. He works on a variety of areas within data science, including NLP, deep learning, computer vision, and predictive modeling. He holds an MSc in data science from the University of Amsterdam.