GB
/
GBP
Image
Filter Events

Implementing a Machine Learning Solution with Azure Databricks

WGAC-MIC-DP-090T00

Microsoft Training Courses Certification

Schedule

See all events for this courseSee all Courses
Open
Microsoft

Implementing a Machine Learning Solution with Azure Databricks

WGAC-MIC-DP-090T00

Berlin

Language: German

CET UTC+01:00

Start date:03 Nov 2022 09:00
End date:03 Nov 2022 17:00
Duration:1 day

$ 790

Open
Microsoft

Implementing a Machine Learning Solution with Azure Databricks

WGAC-MIC-DP-090T00

London, City

Language: English

GMT UTC+00:00

Start date:11 Nov 2022 09:00
End date:11 Nov 2022 17:00
Duration:1 day

$ 755

Open
Microsoft

Implementing a Machine Learning Solution with Azure Databricks

WGAC-MIC-DP-090T00

Munich

Language: German

CET UTC+01:00

Start date:14 Dec 2022 09:00
End date:14 Dec 2022 17:00
Duration:1 day

$ 790

Open
Microsoft

Implementing a Machine Learning Solution with Azure Databricks

WGAC-MIC-DP-090T00

London, City

Language: English

GMT UTC+00:00

Start date:04 Jan 2023 09:00
End date:04 Jan 2023 17:00
Duration:1 day

$ 755

Open
Microsoft

Implementing a Machine Learning Solution with Azure Databricks

WGAC-MIC-DP-090T00

Virtual ILT

Language: German

CET UTC+01:00

Start date:06 Jan 2023 09:00
End date:06 Jan 2023 17:00
Duration:1 day

$ 790

Description

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.

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:

  • Create machine learning models

  • 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

Module 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.

Lessons
  • Getting Started with Azure Databricks
  • Working with Data in Azure Databricks
  • Lab: Getting Started with Azure Databricks
  • Lab: Working with Data in Azure Databricks

After completing this module, you will be able to:

  • Provision an Azure Databricks workspace and cluster
  • Use Azure Databricks to work with data
Module 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.

Lessons
  • Preparing Data for Machine Learning
  • Training a Machine Learning Model
  • Lab: Training a Machine Learning Model
  • Lab: Preparing Data for Machine Learning

After completing this module, you will be able to use Azure Databricks to:

  • Prepare data for modeling
  • Train and validate a machine learning model
Module 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.

Lessons
  • Using MLflow to Track Experiments
  • Managing Models
  • Lab: Using MLflow to Track Experiments
  • Lab: Managing Models

After completing this module, you will be able to:

  • Use MLflow to track experiments
  • Manage models
Module 4: Integrating Azure Databricks and Azure Machine Learning

In 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 Learning
  • Lab: Running Experiments in Azure Machine Learning

After completing this module, you will be able to:

  • Run Azure Machine Learning experiments on Azure Databricks compute
  • Deploy models trained on Azure Databricks to Azure Machine Learning
We use cookies to understand how you use our site and to improve your experience. To learn more, click here. Read our revised Privacy Policy and Terms and Conditions.