0

Explore Products

Best Sellers

New Releases

Books

Videos

Audiobooks

Free Learning

Hands-On Natural Language Processing with PyTorch 1.x

You're reading from Hands-On Natural Language Processing with PyTorch 1.x Build smart, AI-driven linguistic applications using deep learning and NLP techniques

Product type Paperback

Published in Jul 2020

Publisher Packt

ISBN-13 9781789802740

Length 276 pages

Edition 1st Edition

Languages

Processing

Tools

Processing

Concepts

Deep Learning

Author (1):

Thomas Dop

View More author details

Table of Contents (14) Chapters

Preface

1. Section 1: Essentials of PyTorch 1.x for NLP

2. Chapter 1: Fundamentals of Machine Learning and Deep Learning FREE CHAPTER

3. Chapter 2: Getting Started with PyTorch 1.x for NLP

4. Section 2: Fundamentals of Natural Language Processing

5. Chapter 3: NLP and Text Embeddings

6. Chapter 4: Text Preprocessing, Stemming, and Lemmatization

7. Section 3: Real-World NLP Applications Using PyTorch 1.x

8. Chapter 5: Recurrent Neural Networks and Sentiment Analysis

9. Chapter 6: Convolutional Neural Networks for Text Classification

10. Chapter 7: Text Translation Using Sequence-to-Sequence Neural Networks

11. Chapter 8: Building a Chatbot Using Attention-Based Neural Networks

12. Chapter 9: The Road Ahead

13. Other Books You May Enjoy

Leave a review - let other readers know what you think

Who this book is for

This PyTorch book is for NLP developers, machine learning and deep learning developers, or anyone working toward building intelligent language applications using both traditional NLP approaches and deep learning architectures. If you're looking to adopt modern NLP techniques and models for your development projects, then this book is for you. Working knowledge of Python programming and basic working knowledge of NLP tasks are a must.

The rest of the chapter is locked

Register for a free Packt account to unlock a world of extra content!

A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.

Unlock this book and the full library FREE for 7 days

Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of

Start free trial

Renews at €18.99/month. Cancel anytime

Authors (1)

Dop

Dop

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.

See other products by Dop

Other recommended products

Related to this chapter

Getting Started with Google BERT

Getting Started with Google BERT

Getting Started with Google BERT will help you become well-versed with the BERT model from scratch and learn how to create interesting NLP applications. You'll understand several variants of BERT such as ALBERT, RoBERTa, DistilBERT, ELECTRA, VideoBERT, and many others in detail.

Jan 2021 11h 44m

Getting Started with Google BERT

Getting Started with Google BERT

Getting Started with Google BERT will help you become well-versed with the BERT model from scratch and learn how to create interesting NLP applications. You'll understand several variants of BERT such as ALBERT, RoBERTa, DistilBERT, ELECTRA, VideoBERT, and many others in detail.

Jan 2021 11h 44m

Getting Started with Google BERT

Getting Started with Google BERT

Getting Started with Google BERT will help you become well-versed with the BERT model from scratch and learn how to create interesting NLP applications. You'll understand several variants of BERT such as ALBERT, RoBERTa, DistilBERT, ELECTRA, VideoBERT, and many others in detail.

Jan 2021 11h 44m

Getting Started with Google BERT

Getting Started with Google BERT

Getting Started with Google BERT will help you become well-versed with the BERT model from scratch and learn how to create interesting NLP applications. You'll understand several variants of BERT such as ALBERT, RoBERTa, DistilBERT, ELECTRA, VideoBERT, and many others in detail.

Jan 2021 11h 44m

Getting Started with Google BERT

Getting Started with Google BERT

Getting Started with Google BERT will help you become well-versed with the BERT model from scratch and learn how to create interesting NLP applications. You'll understand several variants of BERT such as ALBERT, RoBERTa, DistilBERT, ELECTRA, VideoBERT, and many others in detail.

Jan 2021 11h 44m

Getting Started with Google BERT

Getting Started with Google BERT

Getting Started with Google BERT will help you become well-versed with the BERT model from scratch and learn how to create interesting NLP applications. You'll understand several variants of BERT such as ALBERT, RoBERTa, DistilBERT, ELECTRA, VideoBERT, and many others in detail.

Jan 2021 11h 44m

Getting Started with Google BERT

Getting Started with Google BERT

Getting Started with Google BERT will help you become well-versed with the BERT model from scratch and learn how to create interesting NLP applications. You'll understand several variants of BERT such as ALBERT, RoBERTa, DistilBERT, ELECTRA, VideoBERT, and many others in detail.

Jan 2021 11h 44m

Getting Started with Google BERT

Getting Started with Google BERT

Getting Started with Google BERT will help you become well-versed with the BERT model from scratch and learn how to create interesting NLP applications. You'll understand several variants of BERT such as ALBERT, RoBERTa, DistilBERT, ELECTRA, VideoBERT, and many others in detail.

Jan 2021 11h 44m

Getting Started with Google BERT

Getting Started with Google BERT

Getting Started with Google BERT will help you become well-versed with the BERT model from scratch and learn how to create interesting NLP applications. You'll understand several variants of BERT such as ALBERT, RoBERTa, DistilBERT, ELECTRA, VideoBERT, and many others in detail.

Jan 2021 11h 44m

Getting Started with Google BERT

Getting Started with Google BERT

Getting Started with Google BERT will help you become well-versed with the BERT model from scratch and learn how to create interesting NLP applications. You'll understand several variants of BERT such as ALBERT, RoBERTa, DistilBERT, ELECTRA, VideoBERT, and many others in detail.

Jan 2021 11h 44m

Getting Started with Google BERT

Getting Started with Google BERT

Getting Started with Google BERT will help you become well-versed with the BERT model from scratch and learn how to create interesting NLP applications. You'll understand several variants of BERT such as ALBERT, RoBERTa, DistilBERT, ELECTRA, VideoBERT, and many others in detail.

Jan 2021 11h 44m

Getting Started with Google BERT

Getting Started with Google BERT

Getting Started with Google BERT will help you become well-versed with the BERT model from scratch and learn how to create interesting NLP applications. You'll understand several variants of BERT such as ALBERT, RoBERTa, DistilBERT, ELECTRA, VideoBERT, and many others in detail.

Jan 2021 11h 44m