Скачать или смотреть AI Show | High Level MLOps with Microsoft Data Scientists | Episode 33

On this episode of the AI Show, we're talking about MLOps. Seth welcomes Microsoft Data Scientist, Spyros Marketos, ML Engineer, Davide Fornelli and Data Engineer, Samarendra Panda. Together they make up an AI Taskforce and they'll give us a high-level intro into MLOps and share some of the surprises and lessons they've learned along the way!

Jump to:
00:17 AI Show Intro
00:34 Welcome and Introductions
01:41 Use cases from the AI Taskforce
02:47 Commonalities across projects
03:50 Common challenges - from the Data Engineer perspective
06:47 Common challenges - from the ML Engineer perspective
08:46 Common challenges - from the Data Science perspective
10:48 What does success in MLOps look like?
12:30 Surprising challenges working with customers and how to avoid them
19:27 Review - what is ML Ops
19:45 MLOps in Delivery mission
21:57 MLOps principles
27:52 Tips from the pros

Learn more:
Machine Learning for Data Scientists
https://aka.ms/AIShow/MLforDataScient...
Pakt: Principles of Data Science
https://aka.ms/AIShow/DataSciencePackt
Zero to Hero Machine Learning on Azure https://aka.ms/ZerotoHero/MLonAzure
Zero to Hero Azure AI https://aka.ms/ZerotoHero/AzureAI
Create a Free account (Azure) https://aka.ms/aishow-seth-azurefree

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