Train and deploy a machine learning model with Azure Machine Learning (DP-3007)

 

Course Overview

To train a machine learning model with Azure Machine Learning, you need to make data available and configure the necessary compute. After training your model and tracking model metrics with MLflow, you can decide to deploy your model to an online endpoint for real-time predictions. Throughout this learning path, you explore how to set up your Azure Machine Learning workspace, after which you train and deploy a machine learning model.

Course Content

  • Make data available in Azure Machine Learning
  • Work with compute targets in Azure Machine Learning
  • Work with environments in Azure Machine Learning
  • Run a training script as a command job in Azure Machine Learning
  • Track model training with MLflow in jobs
  • Register an MLflow model in Azure Machine Learning
  • Deploy a model to a managed online endpoint

Prices & Delivery methods

Online Training

Duration
1 day

Price
  • on request
Book now
Enquire a date
Classroom Training

Duration
1 day

Price
  • on request
incl. catering
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Schedule

Instructor-led Online Training:   Course conducted online in a virtual classroom.
FLEX Classroom Training (hybrid course):   Course participation either on-site in the classroom or online from the workplace or from home.

English

1 hour difference

Online Training Time zone: Greenwich Mean Time (GMT)
Online Training Time zone: Greenwich Mean Time (GMT)
Online Training Time zone: British Summer Time (BST)
Online Training Time zone: Greenwich Mean Time (GMT)

6 hours difference

Online Training Time zone: Eastern Daylight Time (EDT)
Online Training Time zone: Eastern Daylight Time (EDT)

7 hours difference

Online Training Time zone: Central Daylight Time (CDT)
Online Training Time zone: Central Daylight Time (CDT)
Online Training Time zone: Central Daylight Time (CDT)
Online Training Time zone: Central Daylight Time (CDT)

9 hours difference

Online Training Time zone: Pacific Standard Time (PST)
Online Training Time zone: Pacific Standard Time (PST)
Online Training Time zone: Pacific Standard Time (PST)
Online Training Time zone: Pacific Standard Time (PST)
FLEX Classroom Training (hybrid course):   Course participation either on-site in the classroom or online from the workplace or from home.

Switzerland

Zurich
Zurich
Zurich
Zurich
Zurich
Zurich

Germany

Frankfurt
Munich
Berlin
Berlin
Munich

If you can't find a suitable date, don't forget to check our world-wide FLEX training schedule.