Search icon Close icon
Search icon CANCEL
Subscription
0
Cart icon
Your Cart (0 item)
Close icon
You have no products in your basket yet
Save more on your purchases now! discount-offer-chevron-icon
Savings automatically calculated. No voucher code required.

Change country

Modal Close icon
Country selected Country selected
country flag United States
Country selected
country flag United Kingdom
Country selected
country flag India
Country selected
country flag Germany
Country selected
country flag France
Country selected
country flag Canada
Country selected
country flag Russia
Country selected
country flag Spain
Country selected
country flag Brazil
Country selected
country flag Australia
Country selected
country flag Argentina
Country selected
country flag Austria
Country selected
country flag Belgium
Country selected
country flag Bulgaria
Country selected
country flag Chile
Country selected
country flag Colombia
Country selected
country flag Cyprus
Country selected
country flag Czechia
Country selected
country flag Denmark
Country selected
country flag Ecuador
Country selected
country flag Egypt
Country selected
country flag Estonia
Country selected
country flag Finland
Country selected
country flag Greece
Country selected
country flag Hungary
Country selected
country flag Indonesia
Country selected
country flag Ireland
Country selected
country flag Italy
Country selected
country flag Japan
Country selected
country flag Latvia
Country selected
country flag Lithuania
Country selected
country flag Luxembourg
Country selected
country flag Malaysia
Country selected
country flag Malta
Country selected
country flag Mexico
Country selected
country flag Netherlands
Country selected
country flag New Zealand
Country selected
country flag Norway
Country selected
country flag Philippines
Country selected
country flag Poland
Country selected
country flag Portugal
Country selected
country flag Romania
Country selected
country flag Singapore
Country selected
country flag Slovakia
Country selected
country flag Slovenia
Country selected
country flag South Africa
Country selected
country flag South Korea
Country selected
country flag Sweden
Country selected
country flag Switzerland
Country selected
country flag Taiwan
Country selected
country flag Thailand
Country selected
country flag Turkey
Country selected
country flag Ukraine
Country selected
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Home > Data > Deep Learning > Hands-On Natural Language Processing with PyTorch
Hands-On Natural Language Processing with PyTorch
Hands-On Natural Language Processing with PyTorch

Hands-On Natural Language Processing with PyTorch: Build smart language applications using Deep Learning

Arrow left icon
Profile Icon Jibin Mathew
Arrow right icon
Can$174.99
Video Jan 2019 2hrs 24mins 1st Edition
Video
Can$174.99
Subscription
Free Trial
Arrow left icon
Profile Icon Jibin Mathew
Arrow right icon
Can$174.99
Video Jan 2019 2hrs 24mins 1st Edition
Video
Can$174.99
Subscription
Free Trial
Video
Can$174.99
Subscription
Free Trial

What do you get with a video?

Product feature icon Download this video in MP4 format
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
Table of content icon View table of contents Download code icon Download Code

Key benefits

  • Hands-on projects covering various NLP applications
  • Practical guidance on data preprocessing and model implementation
  • In-depth understanding of advanced NLP concepts
  • Expert insights into PyTorch and its applications in NLP

Description

The main goal of this course is to train you to perform complex NLP tasks (and build intelligent language applications) using Deep Learning with PyTorch. You will build two complete real-world NLP applications throughout the course. The first application is a Sentiment Analyzer that analyzes data to determine whether a review is positive or negative towards a particular movie. You will then create an advanced Neural Translation Machine that is a speech translation engine, using Sequence to Sequence models with the speed and flexibility of PyTorch to translate given text into different languages. By the end of the course, you will have the skills to build your own real-world NLP models using PyTorch's Deep Learning capabilities. The code bundle for this video course is available at - https://github.com/PacktPublishing/Hands-On-Natural-Language-Processing-with-Pytorch This course uses Python 3.6, Pytorch 1.0, NLTK 3.3.0, and Spacy 2.0 , while not the latest version available, it provides relevant and informative content for legacy users of PyTorch.

Who is this book for?

If you’re a developer, researcher or aspiring AI data scientist ready to dive deeper into this rapidly growing area of artificial intelligence then this course is for you! Some basic Machine learning background & experience in programming with Python is required.

What you will learn

  • Setup and utilize PyTorch for NLP tasks
  • Perform data cleaning and preprocessing using NLTK and spaCy
  • Implement word embeddings with gensim
  • Build and train RNNs and LSTMs for sentiment analysis
  • Develop neural machine translators using seq2seq architecture
  • Enhance translation models with attention networks

Product Details

Country selected
Publication date, Length, Edition, Language, ISBN-13
Publication date : Jan 31, 2019
Length: 2hrs 24mins
Edition : 1st
Language : English
ISBN-13 : 9781789133974
Category :
Data
Languages :
Processing
Concepts :
Deep Learning
Tools :
Processing

What do you get with a video?

Product feature icon Download this video in MP4 format
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want

Product Details

Publication date : Jan 31, 2019
Length: 2hrs 24mins
Edition : 1st
Language : English
ISBN-13 : 9781789133974
Category :
Data
Languages :
Processing
Concepts :
Deep Learning
Tools :
Processing

Packt Subscriptions

See our plans and pricing
Modal Close icon
$19.99 billed monthly
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Simple pricing, no contract
START FREE TRIAL
BUY NOW
$199.99 billed annually
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just Can$6 each
Feature tick icon Exclusive print discounts
START FREE TRIAL
BUY NOW
$279.99 billed in 18 months
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just Can$6 each
Feature tick icon Exclusive print discounts
START FREE TRIAL
BUY NOW

Frequently bought together

Hands-On Natural Language Processing with PyTorch
Hands-On Natural Language Processing with PyTorch
Read more
Jan 2019 2hrs 24mins
Video
Video
  • Video Video Can$174.99
Can$174.99
Natural Language Processing in Practice
Natural Language Processing in Practice
Read more
Jan 2019 1hr 47mins
Video
Video
  • Video Video Can$174.99
Can$174.99
PyTorch Deep Learning in 7 Days
PyTorch Deep Learning in 7 Days
Read more
Mar 2019 2hrs 9mins
Full star icon 3 (1)
Video
Video
  • Video Video Can$174.99
Can$174.99
Stars icon
Total Can$ 524.97
Hands-On Natural Language Processing with PyTorch
Can$174.99
Natural Language Processing in Practice
Can$174.99
PyTorch Deep Learning in 7 Days
Can$174.99
Total Can$ 524.97 Stars icon

Table of Contents

6 Chapters
Up and Running with PyTorch Chevron down icon Chevron up icon
The Course Overview
Using Deep Learning in Natural Language Processing
Functions and Features of PyTorch
Installing and Setting Up PyTorch
Understanding Sentiment Analysis and NMT
Data Cleaning and Preprocessing for Sentiment Analysis Chevron down icon Chevron up icon
NLTK and spaCy Installations
Tokenization with NLTK
Stop Words
Lemmatization
Pipelines
Implement Word Embeddings with gensim Chevron down icon Chevron up icon
Working with Word Embeddings
Setting Up and Installing gensim
Exploring Word Embeddings with gensim
Understanding the Embeddings Created
Pretrained Embeddings Using Word2vec
Train RNNs and LSTMs Units for Sentiment Analysis Chevron down icon Chevron up icon
Working with Recurrent Neural Network
Implementing RNN
Results with RNN
Working with LSTM
Implementing LSTM
Results with LSTM
Build a Neural Machine Translator Chevron down icon Chevron up icon
Intro to seq2seq
Installations
Implementing seq2seq – Encoder
Implementing seq2seq – Decoder
Results with seq2seq
Improve the Neural Machine Translation with Attention Networks Chevron down icon Chevron up icon
Introduction to Attention Networks
Implementing seq2seq – Encoder
Results with Attention Network
The Way Forward

Recommendations for you

Left arrow icon
Python Machine Learning By Example
Python Machine Learning By Example
Read more
Jul 2024 518 pages
Full star icon 4.9 (8)
eBook
eBook
  • eBook eBook Can$46.99
  • Paperback Paperback Can$58.99
Can$46.99
Can$58.99
Building AI Applications with OpenAI APIs
Building AI Applications with OpenAI APIs
Read more
Oct 2024 252 pages
eBook
eBook
  • eBook eBook Can$40.99
  • Paperback Paperback Can$50.99
Can$40.99
Can$50.99
Unlocking Data with Generative AI and RAG
Unlocking Data with Generative AI and RAG
Read more
Sep 2024 346 pages
eBook
eBook
  • eBook eBook Can$40.99
  • Paperback Paperback Can$50.99
Can$40.99
Can$50.99
Building LLM Powered Applications
Building LLM Powered Applications
Read more
May 2024 342 pages
Full star icon 4.2 (22)
eBook
eBook
  • eBook eBook Can$50.99
  • Paperback Paperback Can$63.99
Can$50.99
Can$63.99
RAG-Driven Generative AI
RAG-Driven Generative AI
Read more
Sep 2024 334 pages
Full star icon 4.5 (13)
eBook
eBook
  • eBook eBook Can$47.99
  • Paperback Paperback Can$59.99
Can$47.99
Can$59.99
Machine Learning with PyTorch and Scikit-Learn
Machine Learning with PyTorch and Scikit-Learn
Read more
Feb 2022 774 pages
Full star icon 4.4 (95)
eBook
eBook
  • eBook eBook Can$55.99
  • Paperback Paperback Can$69.99
Can$55.99
Can$69.99
Python for Algorithmic Trading Cookbook
Python for Algorithmic Trading Cookbook
Read more
Aug 2024 404 pages
Full star icon 4.6 (15)
eBook
eBook
  • eBook eBook Can$60.99
  • Paperback Paperback Can$75.99
Can$60.99
Can$75.99
Microsoft Power BI - The Complete Masterclass [2023 EDITION]
Microsoft Power BI - The Complete Masterclass [2023 EDITION]
Read more
Jan 2023 14hrs 31mins
Video
Video
  • Video Video Can$139.99
Can$139.99
Principles of Data Science
Principles of Data Science
Read more
Jan 2024 326 pages
Full star icon 4.8 (4)
eBook
eBook
  • eBook eBook Can$40.99
  • Paperback Paperback Can$50.99
Can$40.99
Can$50.99
Mastering NLP from Foundations to LLMs
Mastering NLP from Foundations to LLMs
Read more
Apr 2024 340 pages
Full star icon 4.9 (24)
eBook
eBook
  • eBook eBook Can$53.99
  • Paperback Paperback Can$66.99
Can$53.99
Can$66.99
Right arrow icon

People who bought this also bought

Left arrow icon
Test-Driven iOS Development with Swift
Test-Driven iOS Development with Swift
Read more
Apr 2022 280 pages
Full star icon 5 (3)
eBook
eBook
  • eBook eBook Can$34.99
  • Paperback Paperback Can$42.99
Can$34.99
Can$42.99
iOS 16 Programming for Beginners
iOS 16 Programming for Beginners
Read more
Nov 2022 686 pages
Full star icon 4.7 (50)
eBook
eBook
  • eBook eBook Can$45.99
  • Paperback Paperback Can$56.99
Can$45.99
Can$56.99
Machine Learning Techniques for Text
Machine Learning Techniques for Text
Read more
Oct 2022 448 pages
Full star icon 4.8 (6)
eBook
eBook
  • eBook eBook Can$47.99
  • Paperback Paperback Can$59.99
Can$47.99
Can$59.99
Apps and Services with .NET 8
Apps and Services with .NET 8
Read more
Dec 2023 798 pages
Full star icon 4.8 (21)
eBook
eBook
  • eBook eBook Can$50.99
  • Paperback Paperback Can$63.99
Can$50.99
Can$63.99
Apps and Services with .NET 7
Apps and Services with .NET 7
Read more
Nov 2022 814 pages
Full star icon 4.8 (27)
eBook
eBook
  • eBook eBook Can$50.99
  • Paperback Paperback Can$63.99
Can$50.99
Can$63.99
Right arrow icon

About the author

Profile icon Jibin Mathew
Jibin Mathew
Jibin Mathew is a senior data scientist and machine learning researcher who has worked in the AI domain for more than 7 years. He is a serial entrepreneur and has founded multiple AI start-ups. He has a strong software engineering background and understands the complete workflow, from research to scalable production deployment. He has built solutions in the fields of healthcare, environment, finance, industrial monitoring, and retail. He has been an adviser to various companies in their AI endeavors. He was the winner of Singularity University's Global Impact Challenge 2018 and has been part of various global platforms. He is an active contributor to the community and shares his knowledge by authoring content and through blog posts.
Read more
See other products by Jibin Mathew
Get free access to Packt library with over 7500+ books and video courses for 7 days!
Start Free Trial

FAQs

How can I download a video package for offline viewing? Chevron down icon Chevron up icon
  1. Login to your account at Packtpub.com.
  2. Click on "My Account" and then click on the "My Videos" tab to access your videos.
  3. Click on the "Download Now" link to start your video download.
How can I extract my video file? Chevron down icon Chevron up icon

All modern operating systems ship with ZIP file extraction built in. If you'd prefer to use a dedicated compression application, we've tested WinRAR / 7-Zip for Windows, Zipeg / iZip / UnRarX for Mac and 7-Zip / PeaZip for Linux. These applications support all extension files.

How can I get help and support around my video package? Chevron down icon Chevron up icon

If your video course doesn't give you what you were expecting, either because of functionality problems or because the content isn't up to scratch, please mail customercare@packt.com with details of the problem. In addition, so that we can best provide the support you need, please include the following information for our support team.

  1. Video
  2. Format watched (HTML, MP4, streaming)
  3. Chapter or section that issue relates to (if relevant)
  4. System being played on
  5. Browser used (if relevant)
  6. Details of support
Why can’t I download my video package? Chevron down icon Chevron up icon

In the even that you are having issues downloading your video package then please follow these instructions:

  1. Disable all your browser plugins and extensions: Some security and download manager extensions can cause issues during the download.
  2. Download the video course using a different browser: We've tested downloads operate correctly in current versions of Chrome, Firefox, Internet Explorer, and Safari.