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

Gain the necessary knowledge about how to use Azure services to develop, train, and deploy, machine learning solutions.
Microsoft Partner

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  • Duration: 4 days
  • Regular price: $2,396
  • Preferential price: $2,036

Course outline

Reference : @Microsoft DP-100T01-A

Duration : 4 days

Learn how to operate machine learning solutions at cloud scale using Azure Machine Learning. This course teaches you to leverage your existing knowledge of Python and machine learning to manage data ingestion and preparation, model training and deployment, and machine learning solution monitoring in Microsoft Azure.


This course is designed for data scientists with existing knowledge of Python and machine learning frameworks like Scikit-Learn, PyTorch, and Tensorflow, who want to build and operate machine learning solutions in the cloud.


Successful Azure Data Scientists start this role with a fundamental knowledge of cloud computing concepts, and experience in general data science and machine learning tools and techniques.



  • Design a data ingestion strategy for machine learning projects
  • Design a machine learning model training solution
  • Design a model deployment solution

  • Explore Azure Machine Learning workspace resources and assets

  • Explore developer tools for workspace interaction

  • Make data available in Azure Machine Learning

  • Work with compute targets in Azure Machine Learning

  • Work with compute targets in Azure Machine Learning

  • Work with compute targets in Azure Machine Learning

  • Work with compute targets in Azure Machine Learning

  • Work with compute targets in Azure Machine Learning

  • Run pipelines in Azure Machine Learning

  • Perform hyperparameter tuning with Azure Machine Learning

  • Deploy a model to a managed online endpoint

  • Deploy a model to a batch endpoint

Surround yourself with the best

Charles Bourgon
Frédéric Paradis
Frédéric Paradis
Certified Trainer and Cloud Architect
As a certified Microsoft trainer, Frédéric describes himself as a Cloud magician who easily navigates the mythical space between technology and reality.
Marc Maisonneuve
Marc Maisonneuve
Training program director
Marc Maisonneuve has acted as a Training Program Director, professional effectiveness trainer and user tools practice leader at AFI for several years. Mr. Maisonneuve is known for his analytical skills, his legendary calm and his undeniable desire to encourage people to develop their skills. He has the ability to present technological solutions in a natural way and to adapt them to the concrete needs of the workplace.
Vicky Moreau
Vicky Moreau
Vicky Moreau is a passionate freelancer and professional in the area of office automation. She holds a college diploma in office automation, most of her solid experience with the Office Suite was acquired while being an autodidact. In fact, she has successfully completed an MOS (Microsoft Office Specialist) Excel certification.