TechMaster - DP-090: Implementing a Machine Learning Solution with Microsoft Azure Databricks

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TechMaster - DP-090: Implementing a Machine Learning Solution with Microsoft Azure Databricks

TechMaster - DP-090: Implementing a Machine Learning Solution with Microsoft Azure Databricks

Learn how to use Azure Databricks to explore, prepare, and model data. Build the valuable skills required to integrate Databricks machine learning processes with Azure Machine Learning.

Benefit from instructor-led preparation for the DP-090 certification exam with tips, tricks, guidance, and mentored support.

Instructor-Led

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This course is part of a program:

It is not possible to enroll for individual courses on this program. If you wish to take this course, please enroll for the full program.

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DP-090: Implementing a Machine Learning Solution with Microsoft Azure Databricks is a one-day intermediate-level course for data scientists. It is ideally suited to professionals who have experience in Python and who are looking to apply their data science and machine learning (ML) skills on Azure Databricks. Azure Databricks is a cloud-scale platform for data analytics and machine learning. This course explains how to use Azure Databricks to explore, prepare, and model data, as well as to integrate Databricks machine learning processes with Azure Machine Learning.

During this course, you will learn how to provision the Azure Databricks workspace and cluster and use it. Through hands-on labs, you will practice using Azure Databricks to prepare data for modeling, training, and validating a ML model. Plus, you will deploy and manage models and track experiments using MLflow Azure Machine.

Overall, this course will prepare you for taking the DP-090: Implementing a Machine Learning Solution with Microsoft Azure Databricks certification exam. Entry for the exam is not included. However, you will get a clear overview of the Microsoft certification process, plus you will get tips and tricks, testing strategies, practice questions, and useful information to help you pass the exam successfully.

This course comprises 4 purposely designed modules that take you on a carefully defined learning journey.

It is an instructor-led course which runs to a fixed schedule, with set start and finish dates. It is driven forward by your instructor and features live sessions that are aired at a set time. You will, however, have time to complete certain activities at your own pace outside of the live sessions.

The materials for each module are accessible from the start of the course and will remain available for the duration of your enrollment. Methods of learning and assessment will include reading material, hands-on labs and online practice exam questions.

As part of our mentoring service you will have access to valuable guidance and support throughout the course. We provide a dedicated discussion space where you can ask questions, chat with your peers, and resolve issues.

Once you have successfully completed the course, you will earn your Certificate of Completion.

After completing this course, you will be able to:

  • Provision an Azure Databricks workspace and cluster.
  • Use Azure Databricks to train a machine learning model.
  • Use MLflow to track experiments and manage machine learning models.
  • Integrate Azure Databricks with Azure Machine Learning.

  • Data scientists.
  • Professionals looking to build their knowledge and skills of data analytics and ML with Azure Databricks.

  • Before enrolling in this course you should have experience of using Python to work with data, and some knowledge of machine learning concepts.
  • We also recomend that you have completed the following learning path on Microsoft Learn: Create machine learning models.
  • This course will help you to prepare for the DP-090: Implementing a Machine Learning Solution with Microsoft Azure Databricks certification exam.

    You will learn how to use Azure Databricks to explore, prepare, and model data; and integrate Databricks machine learning processes with Azure Machine Learning.

    • You will become familiar with the Azure Databricks workspace and cluster.
    • You will use Azure Databricks to train a machine learning model.
    • You will integrate Azure Databricks with Azure Machine Learning.

    When you take this course, you will also get information and guidance on the Microsoft certification process, knowledge checks and practice questions, and useful tips on how to pass the exam.

    Course Outline

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    Earn your certificate

    Once you have completed this course, you will earn your certificate.

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    Course Details

    certificate

    Type of certificate

    Certificate of Completion

    course

    About this course

    04 Modules

    01 Skills

    includes

    Includes

    Discussion space

    01 Labs

    04 Knowledge checks

    01 Practice exam

    exercises

    Exercises to explore

    Azure Databricks

    Machine learning

    Train machine learning models

    Use MLflow terminology

    You’ll learn with these experts

    profile-image

    Microsoft

    This course is led by experienced Microsoft Certified Trainers (MCTs).

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    FAQs

    DP-090: Implementing a Machine Learning Solution with Microsoft Azure Databricks is a course designed for experienced data scientists working with Python. Those who want to apply their data science and machine learning knowledge on the cloud-scale platform Azure Databricks should take this course.

    Azure Databricks is a ‘data analytics plus machine learning’ platform created by Microsoft for its Azure cloud services. Azure Databricks provides Azure Databricks SQL Analytics and Azure Databricks Workspace for the development of data-intensive applications.

    You will explore how to provision an Azure Databricks workspace, and how to cluster and use Azure Databricks to direct a machine learning model. You will discover how to use MLflow to track experiments and how to manage machine learning models. You will also learn how to integrate Azure Databricks with Azure Machine Learning. Plus, you will build critical skills in using Azure Databricks for exploring, preparing, and modeling data.

    This DP-090 course is designed for data scientists with experience in Python who wish to extend their data science and machine learning skills to include Azure Databricks. Individuals taking this DP-090 course should know how to create machine learning models. Before taking the DP-090 course, therefore, you should have experience of using Python with data and knowledge of machine learning.

    Yes, DP-090: Implementing a Machine Learning Solution with Microsoft Azure Databricks is fully online. All you need is a good connection to the internet to access the course materials.

    Please note, however, this course is also instructor-led. You will therefore benefit from virtual instructor-led training (VILT) from professional Microsoft Certified Trainers, who will deliver the online sessions. You will also have access to our discussion space, which is open 24 hours a day, seven days a week. Plus, our mentors are available to assist you as you learn.

    TechMaster - DP-090: Implementing a Machine Learning Solution with Microsoft Azure Databricks

    Course Details

    certificate

    Type of certificate

    Certificate of Completion

    course

    About this course

    04 Modules

    01 Skills

    includes

    Includes

    Discussion space

    01 Labs

    04 Knowledge checks

    01 Practice exam

    exercises

    Exercises to explore

    Azure Databricks

    Machine learning

    Train machine learning models

    Use MLflow terminology

    You’ll learn with these experts

    profile-image

    Microsoft

    This course is led by experienced Microsoft Certified Trainers (MCTs).

    Newsletters & Updates

    Subscribe to get the latest tech career trends, guidance, and tips in your inbox.