Anthill Inside 2018

On the current state of academic research, practice and development regarding Deep Learning and Artificial Intelligence.

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Birds Of Feather (BOF) session: Hubs and spokes of AI

Submitted by Anuj Gupta (@anuj-gupta) on Friday, 13 July 2018

Section: Off The Record session Technical level: Intermediate

View proposal in schedule

Abstract

In this session, we will discuss the ‘not-so-glamourous’ aspects of wheel of AI.

Participants share the challenges they faced in following things and how they tackled each of them.

  • Acquiring data for training and cleaning it
  • Training with very little data, Retrain the model such that it works with the old and new conditions
  • DevOps, monitoring - Once deployed in real world
  • Amount of human intervention

This session will be of one hour duration with facilitators from the industry leading the session.

Outline

In this session, we will discuss the ‘not-so-glamourous’ aspects of wheel of AI.

Participants share the challenges they faced in following things and how they tackled each of them.

  • Acquiring data for training and cleaning it
  • Training with very little data, Retrain the model such that it works with the old and new conditions
  • DevOps, monitoring - Once deployed in real world
  • Amount of human intervention

This session will be of one hour duration with facilitators from the industry leading the session.

Speaker bio

Panelist:
Nishant Sinha, Kena Labs. (https://www.linkedin.com/in/nishant-sinha-a610311/)
Subir Mansukhani, co-founder and chief data scientist at Intuition.AI (https://www.linkedin.com/in/subirmansukhani/)
Ashwin Kumar, Director - Fidelity Investments. (https://www.linkedin.com/in/ashwinks/)
Siddharth Sharma, DeepFlux. (https://www.linkedin.com/in/siddharth-sharma-31140210/)
Arjun Maheswaran, Agara Labs. (https://www.linkedin.com/in/arjunmaheswaran/)

Moderator
Anuj Gupta, Director - Machine learning at Huawei technologies. (https://www.linkedin.com/in/anujgupta-82/)

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