DataHour: Deep Dive on Transformers

DataHour: Deep Dive on Transformers

03 Apr 202313:04pm - 03 Apr 202314:04pm

DataHour: Deep Dive on Transformers

About the Event

In the past few years, NLP has been revolutionized with the advent of Transformers, due to improvement in accuracy, ability to handle long-range dependencies, its parallel processing capability, ability to efficiently process sequence of inputs.

One of the most famous uses of transformer architecture is OpenAI’s GPT-3 [ Generative Pretrained Transformer 3]. 

In this Datahour, Arjun will make you all dive deep into the architecture of transformers, including the key components of self-attention mechanisms and feed-forward networks. He will also discuss the advantages of the transformer architecture, such as its ability to handle large amounts of data and its parallel processing capabilities.


Prerequisites:
 
Basic understanding of Neural Networks and a strong enthusiasm in Data Science

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Who is this DataHour for?

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About the Speaker

Arjun Janamatti

Arjun Janamatti

Data Scientist at Schneider Electric

Arjun is currently working as a Data Scientist in a fortune 500 company, with 12+ years of diverse industrial experience. He has expertise in leveraging statistics, Data Science, Data driven insights & AI at scale to drive transformation and deliver business impact across multiple partners globally.Along with professional work, he is an avid open source contributor with more than 4 libraries in python packages, and historically worked as an individual contributor to 10 projects in the freelance market.

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