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Training: Implement a Data Analytics Solution with Azure Databricks (DP-3011)

Ref. DP-3011
Duration:
1
 jour
Exam:
Optionnel
Level:
Intermédiaire

Implement a Data Analytics Solution with Azure Databricks Training (DP-3011)

You need to build reliable data pipelines to feed your analytics platform but find orchestrating data movement and transformation complex? Microsoft Fabric provides powerful pipeline capabilities for ingesting, transforming and loading data at scale. Without proper pipeline design skills, data workflows become fragile, slow and difficult to maintain.

This official Microsoft DP-3011 Applied Skills training enables you in 1 day to implement data pipelines using Microsoft Fabric. Guided by MCT-certified trainers, you learn to create data pipelines with copy activities, configure Dataflows Gen2 for data transformation, orchestrate complex workflows with pipeline activities, and monitor pipeline execution. You practice building end-to-end data ingestion and transformation workflows. This hands-on credential validates your data pipeline implementation skills on Fabric. Sessions are available in person in Geneva and Lausanne or via virtual classroom.

Participant Profiles

  • Data scientists
  • Data ingénieurs

Objectives

  • Create data pipelines with copy activities in Microsoft Fabric
  • Configure Dataflows Gen2 for data transformation
  • Orchestrate complex workflows with pipeline activities
  • Monitor pipeline execution and troubleshoot failures
  • Implement parameterized and dynamic pipeline patterns
  • Build end-to-end data ingestion and transformation workflows

Prerequisites

  • Having basic knowledge of Azure

Course Content

Module 1: Explore Azure Databricks

  • Get started with Azure Databricks
  • Identify Azure Databricks workloads
  • Understand key concepts
  • Data governance using Unity Catalog and Microsoft Purview

Module 2: Perform data analysis with Azure Databricks

  • Ingest data with Azure Databricks
  • Data exploration tools in Azure Databricks
  • Data analysis using DataFrame APIs

Module 3: Use Apache Spark in Azure Databricks

  • Get to know Spark
  • Create a Spark cluster
  • Use Spark in notebooks
  • Use Spark to work with data files
  • Visualize data

Module 4: Manage data with Delta Lake

  • Get started with Delta Lake
  • Create Delta tables
  • Implement schema enforcement
  • Data versioning and time travel in Delta Lake
  • Data integrity with Delta Lake

Module 5: Build Lakeflow Declarative Pipelines

  • Explore Lakeflow Declarative Pipelines
  • Data ingestion and integration
  • Real-time processing

Module 6: Deploy workloads with Lakeflow Jobs

  • What are Lakeflow Jobs?
  • Understand key components of Lakeflow Jobs
  • Explore the benefits of Lakeflow Jobs
  • Deploy workloads using Lakeflow Jobs

Documentation

  • Access to Microsoft Learn, Microsoft’s online learning platform, offering interactive resources and educational content to deepen your knowledge and develop your technical skills.

Complementary Courses

Eligible Funding

ITTA is a partner of a continuing education fund dedicated to temporary workers. This fund can subsidize your training, provided that you are subject to the “Service Provision” collective labor agreement (CCT) and meet certain conditions, including having worked at least 88 hours in the past 12 months.

Additional Information

Data pipelines in Microsoft Fabric: orchestrating enterprise data flows

Data pipelines are the backbone of any analytics platform, responsible for moving and transforming data from sources to destinations. In Microsoft Fabric, pipelines combine the capabilities of Azure Data Factory with tight integration into the Fabric ecosystem, enabling efficient data movement into lakehouses, warehouses and other Fabric items. This DP-3011 credential validates your ability to build reliable data pipelines, a fundamental skill for data professionals in Switzerland.

What you practice during this 1-day training

This hands-on training focuses entirely on practical pipeline implementation. You create copy activities for data movement, configure Dataflows Gen2 for low-code transformation, orchestrate multi-step workflows with pipeline activities, implement parameterized patterns for reusability, monitor execution and troubleshoot common failures. All exercises are performed on real Fabric environments with MCT-certified trainer guidance.

Frequently Asked Questions

What are the prerequisites for this DP-3011 training?

You should have basic understanding of data integration concepts and familiarity with Microsoft Fabric. Experience with Azure Data Factory is helpful but not required.

Is this an Applied Skills credential or a certification?

DP-3011 is a Microsoft Applied Skills credential, validating your practical pipeline implementation skills through a scenario-based assessment.

How do Fabric pipelines compare to Azure Data Factory?

Fabric pipelines share the same underlying technology as Azure Data Factory but are natively integrated into the Fabric platform. They offer simplified connectivity to Fabric items like lakehouses and warehouses, making data orchestration more streamlined.

Prix de l'inscription
CHF 850.-
Inclus dans ce cours
  • Training provided by a certified trainer
  • 180 days of access to Official Microsoft Labs
  • Official documentation in digital format
  • Official Microsoft achievement badge
Mois actuel

lun06juil09:00lun17:00VirtuelVirtual Etiquettes de sessionDP-3011

lun06juil09:00lun17:00Lausanne, Av. Mon-Repos 24, 1005 Lausanne Etiquettes de sessionDP-3011

lun10Aoû09:00lun17:00VirtuelVirtual Etiquettes de sessionDP-3011

lun10Aoû09:00lun17:00Genève, Route des Jeunes 35, 1227 Genève Etiquettes de sessionDP-3011

lun14Sep09:00lun17:00VirtuelVirtual Etiquettes de sessionDP-3011

lun14Sep09:00lun17:00Lausanne, Av. Mon-Repos 24, 1005 Lausanne Etiquettes de sessionDP-3011

lun19Oct09:00lun17:00VirtuelVirtual Etiquettes de sessionDP-3011

lun19Oct09:00lun17:00Genève, Route des Jeunes 35, 1227 Genève Etiquettes de sessionDP-3011

lun23Nov09:00lun17:00VirtuelVirtual Etiquettes de sessionDP-3011

lun23Nov09:00lun17:00Lausanne, Av. Mon-Repos 24, 1005 Lausanne Etiquettes de sessionDP-3011

Contact

ITTA
Route des jeunes 35
1227 Carouge, Suisse

Opening hours

Monday to Friday
8:30 AM to 6:00 PM
Tel. 058 307 73 00

Contact-us

ITTA
Route des jeunes 35
1227 Carouge, Suisse

Make a request

Contact

ITTA
Route des jeunes 35
1227 Carouge, Suisse

Opening hours

Monday to Friday, from 8:30 am to 06:00 pm.

Contact us

Your request