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Debmalya Biswas · @debmalyabiswas

2 followers · 7 posts · Server me.dm

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Enterprise adoption of AI/ML services has significantly accelerated in the last few years. However, the majority of ML models are still developed with the goal of solving a single task, e.g., prediction, classification.
Compositional AI envisions seamless composition of existing AI/ML services, to provide a new (composite) AI/ML service, capable of addressing complex multi-domain use-cases.

https://towardsdatascience.com/compositional-ai-the-future-of-enterprise-ai-3d5289dfa888

#ai #artificialintelligence #enterpriseai #machinelearning #compositionalai

Last updated 2 years ago

Original post

Debmalya Biswas · @debmalyabiswas

2 followers · 5 posts · Server me.dm

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MLOps for Compositional AI paper presentation at #NeurIPS Workshop on Challenges in Deploying and Monitoring Machine Learning Systems (#DMML), 2022

https://slideslive.com/38994256

#mlops #MachineLearning #slideslive #dataops #compositionalai #DataScience #enterpriseai

#neurips #dmml #mlops #machinelearning #slideslive #dataops #compositionalai #datascience #enterpriseai

Last updated 2 years ago

Original post

Debmalya Biswas · @debmalyabiswas

1 followers · 4 posts · Server me.dm

Open media

Happy to share that my paper on 'MLOps for Compositional AI' has been accepted at #NeurIPS 2022 Workshop on Challenges in Deploying and Monitoring Machine Learning Systems (DMML).
Paper: https://www.researchgate.net/publication/364603411_MLOps_for_Compositional_AI

A blog version of the paper is also available on @towardsdatascience
https://towardsdatascience.com/bridging-dataops-mlops-301f010caf30

#neurips2022 #mlops #compositionalai #artificialintelligence #machinelearning #dataops #dmml #paper #wiproai #enterpriseai