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Friday, May 3 • 11:05am - 11:40am
Serverless adventures in the world of Deep Learning

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Do you marvel at the idea of production-grade Deep Learning that can scale infinitely in nearly constant time?

Using a general purpose NLP application as an example, you will learn how to design, build and deploy deep learning applications using serverless computing.PS: BEWARE: Talk contains code!

This talk will discuss:

- The architecture and design of a serverless Deep Learning based system for batch processing texts performing tasks like tokenization, Named Entity Recognition, Part Of Speech Tagging, text classification, etc. *We do this without using third party APIs or managed services* This architecture generalizes to other deep learning applications as well.

- The following constraints of working with serverless computing platforms and approaches to work with them:
- Package size restrictions
- Memory restrictions
- Speed
- An automated build and deploy strategy
- Tips and tricks to maximize performance


Alizishaan Khatri

Alizishaan's professional passions revolve around two things : using technology to solve real-world problems and sharing solutions with the community. Employed as a Machine Learning Engineer with Kony Inc, he builds scalable solutions to problems in the Natural Language Processing... Read More →

Friday May 3, 2019 11:05am - 11:40am MDT
Touchdown Club Center