October 2020
Beginner to intermediate
4h 10m
English
conference
Strata Data & AI Superstream Series: Natural Language Processing
by Laurence Moroney, Rachael Tatman, Radhika Anand, Dale Markowitz, Zoe Cayetano, Raymond C. H. Lo
Closed Captioning available in German, English, Spanish, French, Japanese, Korean, Portuguese (Portugal, Brazil), Chinese (Simplified), Chinese (Traditional)
Overview
Sponsored by Intel
Machines that can converse with humans are no longer science fiction; they’re here, and they’re in production. Get up to speed on what’s possible today—systems that understand human language, answer questions, summarize large bodies of documents, and use that information to solve problems.
What you'll learn-and how you can apply it
- Explore the concept of sociolinguistic variation and see how it affects machine learning models
- Discover evaluation techniques for trained models to ensure your system is working for everybody
- Learn how to build language-powered apps fast using pretrained open source and cloud natural language models
- Understand how to run inference NLP models and applications at scale using the Intel Distribution of OpenVINO toolkit
This Superstream is for you because...
- You want to explore the latest in natural language processing (NLP) tools and techniques
- You want to learn how to use TensorFlow to build AI applications that can understand and create text
- You care about fairness and want to understand what that means for your NLP projects in practical terms
- You want to learn how to create language-powered apps without having to build a model from scratch
Prerequisites:
- Come with your questions
- Have a pen and paper handy to capture notes, insights, and inspiration
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