SG HEALTHCARE AI
DATATHON & EXPO
Sponsored by NSCC
NVIDIA DEEP LEARNING INSTITUTE IN COLLABORATION WITH NSCC
By participating in this workshop, you’ll be able to:
> Understand how text embeddings have rapidly evolved in NLP tasks such as Word2Vec, recurrent neural network (RNN)-based embeddings, and Transformers
> See how Transformer architecture features, especially self-attention, are used to create language models without RNNs
> Use self-supervision to improve the Transformer architecture in BERT, Megatron, and other variants for superior NLP results
> Leverage pre-trained, modern NLP models to solve multiple tasks such as text classification, NER, and question answering
> Manage inference challenges and deploy refined models for live applications
Why Choose NVIDIA Deep Learning Institute for Hands-On Training?
Data Scientist, NVIDIA
Liang is a data scientist with years of experiences in various industry for NLP and big data analytics projects. She holds Ph.D. of computer science.
SINGAPORE HEALTHCARE AI DATATHON AND EXPO 2021