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

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Course Overview

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.

Who Should Attend

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

Course Objectives

    • 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

Course Outline

1 - Introduction to Azure Databricks

  • Getting Started with Azure Databricks
  • Working with Data in Azure Databricks

2 - Training and Evaluating Machine Learning Models

  • Preparing Data for Machine Learning
  • Training a Machine Learning Model

3 - Managing Experiments and Models

  • Using MLflow to Track Experiments
  • Managing Models

4 - Integrating Azure Databricks and Azure Machine Learning

  • Tracking Experiments with Azure Machine Learning
  • Deploying Models

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Class Dates & Times

Class times are listed Eastern time
‘GTR’ = Guaranteed to Run

This is a 1-day class

Price: $595.00

Class dates not listed.
Please contact us for available dates and times.