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Microsoft DP-090T00 – Implementing a Machine Learning Solution with Microsoft Azure Databricks

  • Length 1 day
  • Price $990 inc GST
  • Version A
Course overview
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Why study this course

Azure Databricks is a cloud-scale platform for data analytics and machine learning.

In this one-day course, you’ll learn how to use Azure Databricks to explore, prepare, and model data; and integrate Databricks machine learning processes with Azure Machine Learning.

Please note: Microsoft has retired Azure training from the Software Assurance Training Voucher (SATV) catalogue. From 1st February 2020 we are no longer able to accept SATVs for this course.

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What you’ll learn

After completing this course, students 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


Microsoft Azure at DDLS

DDLS is your best choice for training and certification in any of Microsoft’s leading technologies and services. We’ve been delivering effective training across all Microsoft products for over 30 years, and are proud to be Australia’s First and largest Microsoft Gold Learning Solutions Partner. All DDLS Microsoft courses follow Microsoft Official Curriculum (MOC) and are led by Microsoft Certified Trainers. Join more than 5,000 students who attend our quality Microsoft courses every year.


Stay ahead of the technology curve

Don’t let your tech outpace the skills of your people

Quality instructors and content

Expert instructors with real world experience and the latest vendor- approved in-depth course content.

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Chosen and awarded by the world’s leading vendors as preferred training partner.

Ahead of the technology curve

No matter your chosen technologies or platforms, we can help you stay one step ahead.

Who is the course for?

This course is designed for data scientists with experience of Pythion who need to learn how to apply their data science and machine learning skills on Azure Databricks.

We can also deliver and customise this training course for larger groups – saving your organisation time, money and resources. For more information, please contact us on 1800 853 276.


Course subjects

Module 1: Introduction to Azure DatabricksIn this module, you will learn how to provision an Azure Databricks workspace and cluster, and use them to work with data.

Lessons

  • Getting Started with Azure Databricks

  • Working with Data in Azure Databricks

Lab : Getting Started with Azure DatabricksLab : Working with Data in Azure Databricks

Module 2: Training and Evaluating Machine Learning ModelsIn this module, you will learn how to use Azure Databricks to prepare data for modeling, and train and validate a machine learning model.

Lessons

  • Preparing Data for Machine Learning

  • Training a Machine Learning Model

Lab : Training a Machine Learning ModelLab : Preparing Data for Machine Learning

Module 3: Managing Experiments and ModelsIn this module, you will learn how to use MLflow to track experiments running in Azure Databricks, and how to manage machine learning models.

Lessons

  • Using MLflow to Track Experiments

  • Managing Models

Lab : Using MLflow to Track ExperimentsLab : Managing Models

Module 4: Integrating Azure Databricks and Azure Machine LearningIn this module, you will learn how to integrate Azure Databricks with Azure Machine Learning

Lessons

  • Tracking Experiments with Azure Machine Learning

  • Deploying Models

Lab : Deploying Models in Azure Machine LearningLab : Running Experiments in Azure Machine Learning


Prerequisites

Before attending this course, you should have experience of using Python to work with data, and some knowledge of machine learning concepts. Before attending this course, complete the following learning path on Microsoft Learn:


Terms & Conditions

The supply of this course by DDLS is governed by the booking terms and conditions. Please read the terms and conditions carefully before enrolling in this course, as enrolment in the course is conditional on acceptance of these terms and conditions.



Request Course Information

By submitting an enquiry, you agree to our privacy policy and receiving email and other forms of communication from us. You can opt-out at any time.