Anthill Inside 2018
On the current state of academic research, practice and development regarding Deep Learning and Artificial Intelligence.
Anuj Gupta
@anuj_gupta
Birds Of Feather (BOF) session: Hubs and spokes of AI
Submitted Jul 13, 2018
Section:
Off The Record session
Technical level:
Intermediate
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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