Azure Databricks

Useful information

Duration : 2 Days (14 Hours)

Presential price : 1500 € excl tax/pers

Targeted audience

Data Specialists
Data Engineers
Data Product Owners

Next dates

Remote

Intra-company

On demand

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Training overview

In this training, you will learn how to use the Azure Databricks analytics service to accelerate your data processing! You will explore the uses and features of the service, then create and configure a cluster, analyze data with PySpark on a notebook, manage tables, and create and read secrets with Databricks.

Learning Objectives

Trainees will be able to:

Provision Azure Databricks clusters
Master Azure Databricks notebooks
Orchestrate jobs on Azure Databricks
Use Unity Catalog with Azure Databricks
Manage secrets on Azure Databricks
Optimize your use of Azure Databricks
Implement CI/CD with Azure Databricks.

Prerequisites

To enroll in this training, you should have completed the “AZ-900: Azure Fundamentals” course or have an equivalent level of knowledge. Basic knowledge of Python is necessary, and familiarity with Spark is recommended.

Training Program

Introduction

Understand the Azure Databricks service.
Explore the features and use cases of the service.
Grasp the architecture of Azure Databricks.
Deploy an Azure Databricks resource.

Provision Azure Databricks Clusters

Recall the architecture of Apache Spark.
Learn about different cluster types and modes.
Configure an Azure Databricks cluster.
Create and configure an Azure Databricks cluster.

Master Azure Databricks Notebooks

Understand notebooks and their utilities.
Learn about magic commands.
Use Databricks utilities and integrated profiling.
Understand notebook versioning.
Analyze data with PySpark in a Databricks notebook.

Orchestrate Jobs on Azure Databricks

Understand the concept of jobs and multitask jobs.
Learn to configure an Azure Databricks job.
Master Delta Live Tables pipelines.
Create and configure an Azure Databricks job.
Create and orchestrate a Delta Live Tables (DLT) pipeline.

Use Unity Catalog with Azure Databricks

Understand the use of Unity Catalog.
Configure Unity Catalog.
Organize catalogs.
Manage permissions at the account level.
Create external or managed tables.

Manage Secrets on Azure Databricks

Understand the concept of secrets on Azure Databricks.
Use the Databricks CLI to add secrets.
Create and read secrets on Databricks.

Optimize Your Use of Azure Databricks

Understand the billing model of the service.
Learn best practices for cost reduction.
Choose the right type of cluster.

Implement CI/CD with Databricks

Understand CI/CD within the context of Azure Databricks.
Implement a CI/CD pipeline on Azure DevOps.

Updated on 02/09/2024

Teaching Method

In this training, we mix theory with technical workshops to quickly make you operational. Additionally, each participant receives course materials at the end of the training.

One of our consultant trainers conducts the training. With solid field experience, they make the learning process both interactive and enriching.

For assessment, the trainer regularly asks questions and uses various methods to continuously measure your progress. This approach promotes a dynamic and engaging learning experience.

After the training, we ask you to complete a satisfaction questionnaire. Your feedback helps us to maintain and constantly improve the quality of our training.

Finally, we offer the flexibility to deliver this training both in-person and remotely, and it can be customized to meet your company’s specific needs upon request.

Accessibility

You can register for one of our training courses up to two business days before it starts, if there are still available places and you signed quote.

If you have specific needs related to a disability, please do not hesitate to make a request; we are happy to adjust our services according to the type of disability.