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
#ai #artificialintelligence #enterpriseai #machinelearning #compositionalai
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
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
#neurips #neurips2022 #mlops #compositionalai #artificialintelligence #machinelearning #dataops #dmml #paper #wiproai #enterpriseai
I just published in
@towardsdatascience
Bridging DataOps and MLOps https://towardsdatascience.com/bridging-dataops-mlops-301f010caf30
#dataops #mlops #dataengineering #datascience #ai #MachineLearning #compositionalAI #snowpark #redshiftdataapi #bigqueryml #ArtificialIntelligence
#dataops #mlops #dataengineering #datascience #ai #machinelearning #compositionalai #snowpark #redshiftdataapi #bigqueryml #artificialintelligence