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Enterprise Readiness, MLOps and Lifecycle Management with Jordan Edwards - #321
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
English - December 02, 2019 16:24 - 39 minutes - ★★★★★ - 323 ratingsTechnology News Tech News machinelearning artificialintelligence datascience samcharrington tech technology thetwimlaipocast thisweekinmachinelearning twiml twimlaipodcast Homepage Download Apple Podcasts Google Podcasts Overcast Castro Pocket Casts RSS feed
Previous Episode: DevOps for ML with Dotscience - #320
Next Episode: Responsible AI in Practice with Sarah Bird - #322
Today we’re joined by Jordan Edwards, Principal Program Manager for MLOps on Azure ML at Microsoft. In our conversation, Jordan details how Azure ML accelerates model lifecycle management with MLOps, which enables data scientists to collaborate with IT teams to increase the pace of model development and deployment. We discuss various problems associated with generalizing ML at scale at Microsoft, what exactly MLOps is, the “four phases” along the journey of customer implementation of MLOps, and much m