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Implementing a Machine Learning Solution with Microsoft Azure Databricks

1 days
dp-090
1 days

Upcoming Sessions

Date: currently not scheduled

Format: Classroom

Price: 350€

Subscribe to waiting list

Date: currently not scheduled

Format: Classroom

Price: 350€

Subscribe to waiting list

Interested in a private company training? Request it here.

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.

Topics:

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

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.

Topics:

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

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.

Topics:

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

Topics:

  • Tracking Experiments with Azure Machine Learning
  • Deploying Models
  • Lab: Deploying Models in Azure Machine Learning
  • Lab: Running Experiments in Azure Machine Learning

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.

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

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  • Phone: +32 2 466 00 16
  • Email: info@u2u.be
  • Monday - Friday: 9:00 - 17:00
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