Learn Live - Azure ML Enterprise Deployment

From the creator

Full series information: https://aka.ms/learnlive-202302FT More info here: https://aka.ms/learnlive-202302FT-Ep1 Follow on Microsoft Learn: - Session documentation: https://aka.ms/learnlive-20230221FT In this session you will learn how to design and implement Azure Machine Learning (AzureML) using enterprise deployment features, so you can create a secure configuration that is compliant with your companies' policies Enterprise security and governance for AzureML. --------------------- Learning objectives - Understand the concept of Training modules within AzureML CLI, SDK, and REST API - Understand ML model lifecycle management leveraging AzureML Python SDK V2 and ML Studio --------------------- Chapters -------- 00:00 - Introduction 01:13 - Collection 01:42 - Agenda 05:26 - Azure Machine Learning overview 10:28 - Demo - AzureML workspace creation 18:36 - Workspace planning 36:42 - Azure Machine Learning registries 48:32 - Enterprise Security 57:14 - Custom Roles 1:04:12 - Recommended Network architecture 1:18:49 - Disaster Recovery 1:22:20 - Policy 1:22:29 - Monitoring 1:27:30 - Summary and conclusion --------------------- Presenters Kris Bock Machine Learning/Data Science, Azure FastTrack Engineering Microsoft - LinkedIn: https://www.linkedin.com/in/krisbock/ Varma Gadhiraju Senior FastTrack Engineer, Azure Data Analytics and Machine Learning Microsoft - LinkedIn: https://www.linkedin.com/in/chaitanya-varma-g/ Moderators Keit

Published 2023-02-21 · Watch on YouTube ↗
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