Visualize BERT Attention for Natural Language Understanding (NLU) Use Cases using Amazon SageMaker

BERT is a revolutionary AI/ML model for Natural Language Understanding (NLP) and Natural Language Understanding (NLU).

In this talk, I describe how to use Amazon SageMaker Model Debugger to visualize how BERT learns to understand the language of a given set of documents.

About the speaker
Antje Barth

Antje Barth

Developer Advocate, AI and Machine Learning at Amazon Web Services

Antje is a Developer Advocate for AI and Machine Learning at Amazon Web Services (AWS) based in Düsseldorf, Germany. She is co-author of the O’Reilly Book, “Data Science on AWS.” Antje is also co-founder of the Düsseldorf chapter of Women in Big Data. She frequently speaks at AI and Machine Learning conferences and meetups around the world, including the O’Reilly AI and Strata conferences.

Besides ML/AI, Antje is passionate about helping developers leverage Big Data, container, and Kubernetes platforms in the context of AI and Machine Learning. Previously, Antje worked in technical evangelism and solutions engineering at MapR and Cisco where she worked with many companies to build and deploy cloud-based AI solutions using AWS and Kubernetes.

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