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

Price
$595.00
Duration
 1 Day
Delivery Methods
 VILT    Private Group

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.

 

Upcoming Class Dates and Times

This class is not currently scheduled.
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Who Should Attend

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

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

Agenda

1 - Introduction to Azure Databricks
  • In this module, you will learn how to provision an Azure Databricks workspace and cluster, and use them to work with data.
2 - Training and Evaluating Machine Learning Models
  • In this module, you will learn how to use Azure Databricks to prepare data for modeling, and train and validate a machine learning model.
3 - Managing Experiments and Models
  • In this module, you will learn how to use MLflow to track experiments running in Azure Databricks, and how to manage machine learning models.
4 - Integrating Azure Databricks and Azure Machine Learning
  • In this module, you will learn how to integrate Azure Databricks with Azure Machine Learning
 

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