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Dynamics Edge
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Duration: 3 days
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Course 11100

Price: $2085, Length: 3 days

DP-100 DP-100T01 Designing and Implementing a Data Science Solution on Azure

This Course is SATV Eligible

Azure Administrator Certification Badge Exam AZ-103 Microsoft Azure Role Based Certification Training Azure Administration Certification Training

Gain the necessary knowledge about how to use Azure services to develop, train, and deploy, machine learning solutions. The course starts with an overview of Azure services that support data science. From there, it focuses on using Azure's premier data science service, Azure Machine Learning service, to automate the data science pipeline. This course is focused on Azure and does not teach the student how to do data science. It is assumed students already know that.

This course is aimed at data scientists and those with significant responsibilities in training and deploying machine learning models.

Course Outline

Module 1: Doing Data Science on Azure

The student will learn about the data science process and the role of the data scientist. This is then applied to understand how Azure services can support and augment the data science process.

Lessons

  • Introduce the Data Science Process
  • Overview of Azure Data Science Options
  • Introduce Azure Notebooks

Module 2: Doing Data Science with Azure Machine Learning service

The student will learn how to use Azure Machine Learning service to automate the data science process end to end.

Lessons

  • Introduce Azure Machine Learning (AML) service
  • Register and deploy ML models with AML service

Module 3: Automate Machine Learning with Azure Machine Learning service

In this module, the student will learn about the machine learning pipeline and how the Azure Machine Learning service's AutoML and HyperDrive can automate some of the laborious partsof it.

Lessons

  • Automate Machine Learning Model Selection
  • Automate Hyperparameter Tuning with HyperDrive

Module 4: Manage and Monitor Machine Learning Models with the Azure Machine Learning service

In this module, the student will learn how to automatically manage and monitor machine learning models in the Azure Machine Learning service.

Lessons

  • Manage and Monitor Machine Learning Models

*NOTE: if an average rating and rating count are shown on this page, they are based on all reviews associated with Dynamics Edge that are shown on the review page, and are not restricted to reviews only for the particular course offered on this page.

SATV eligibility changes frequently and varies based on a set of criteria that changes often. Any courses on this page that are claimed to be SATV eligible are subject to manual review on a case-by-case basis - if any course is found upon manual review to not be SATV eligible for any reason, then SATV vouchers cannot be applied to the course.



11100DP-100 DP-100T01 Designing and Implementing a Data Science Solution on Azure