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

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Course duration

  • 1 day

Course Benefits

  • 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 Certified Partner

Webucator is a Microsoft Certified Partner for Learning Solutions (CPLS). This class uses official Microsoft courseware and will be delivered by a Microsoft Certified Trainer (MCT).

Course Outline

  1. Introduction to Azure Databricks
    1. Getting Started with Azure Databricks
    2. Working with Data in Azure Databricks
    3. Lab: Getting Started with Azure Databricks
    4. Lab: Working with Data in Azure Databricks
  2. Training and Evaluating Machine Learning Models
    1. Preparing Data for Machine Learning
    2. Training a Machine Learning Model
    3. Lab: Preparing Data for Machine Learning
    4. Lab: Training a Machine Learning Model
  3. Managing Experiments and Models
    1. Using MLflow to Track Experiments
    2. Managing Models
    3. Lab: Using MLflow to Track Experiments
    4. Lab: Managing Models
  4. Integrating Azure Databricks and Azure Machine Learning
    1. Tracking Experiments with Azure Machine Learning
    2. Deploying Models
    3. Lab: Running Experiments in Azure Machine Learning
    4. Lab: Deploying Models in Azure Machine Learning

Class Materials

Each student will receive a comprehensive set of materials, including course notes and all the class examples.

Class Prerequisites

Experience in the following is required for this Azure class:

  • Experience using Python to work with data and some knowledge of machine learning concepts.
Since its founding in 1995, InterSource has been providing high quality and highly customized training solutions to clients worldwide. With over 500 course titles constantly updated and numerous course customization and creation possibilities, we have the capability to meet your I.T. training needs.
Instructor-led courses are offered via a live Web connection, at client sites throughout Europe, and at our Geneva Training Center.
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