January 2023
Intermediate to advanced
1h 2m
English
Overview
Learn Azure ML (AutoML) in One Hour Video Course
A newer version of this video has been released . Watch Azure ML Studio AutoML which has the latest version of Azure ML Studio and AutoML.
Get started with Machine Learning and Auto ML using Azure ML Studio easily building powerful models and deploy them in a scalable environment.
Everything you need to know to get up and running quickly in Machine Learning using Azure, from datasets to containerized deployments and data validation.
Topics include:
- An introduction to Azure ML Studio and AutoML
- Import datasets and version them within Azure - even from remote locations like Github
- Create compute clusters for training and live inferencing
- Select models for deployment into Kubernetes or Docker Container instances
- Practice MLOps, operationalizing a deployed model with logs and metrics via Application Insights
- Consume a live endpoint with a deployed model over an HTTP API
- Use the generated Swagger files to grasp the HTTP endpoints
Resources
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