Jens Frid
Deep learningMachine learningArtificial intelligenceData managementSoftware as a serviceWorkflowElasticity (cloud computing)Flexibility (engineering)Computer scienceScalabilityCloud computing
Publications 1
#1Ola Spjuth (Science for Life Laboratory)H-Index: 23
Last. Andreas Hellander (Uppsala University)H-Index: 18
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Introduction: Artificial intelligence (AI) and machine learning (ML) are increasingly used in many aspects of drug discovery. Larger data sizes and methods such as Deep Neural Networks contribute to challenges in data management, the required software stack, and computational infrastructure. There is an increasing need in drug discovery to continuously re-train models and make them available in production environments.Areas covered: This article describes how cloud computing can aid the ML life ...