January 2019
Advanced
2h 24m
English
Closed Captioning available in English
Overview
In this 2-hour course, you will learn how to perform complex NLP tasks and build intelligent language applications using Deep Learning with PyTorch. Throughout the course, you will create real-world NLP applications such as a Sentiment Analyzer and an advanced Neural Translation Machine.
What I will be able to do after this course- 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
Jibin Mathew is a senior data scientist with over 7 years in AI, a serial entrepreneur, and winner of Singularity University's Global Impact Challenge 2018. He has worked on AI solutions across multiple industries and actively contributes to the community through content and blogs.
Who is it for?This course is ideal for developers, researchers, or aspiring AI data scientists with basic machine learning knowledge and Python experience. It's designed for those ready to dive into NLP and deep learning with PyTorch.
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Watch now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.