DP-600 Labs

Applied Skills

Note

Applied Skills on Microsoft Learn are practical, hands-on exercises designed to help users build and demonstrate proficiency in specific technologies or tasks. These small labs focus on solving real-world scenarios, reinforcing learning through direct application of skills, and preparing users for industry roles or certifications.

Implement a data science and machine learning solution with Microsoft Fabric

Implement a lakehouse in Microsoft Fabric

Implement a data warehouse in Microsoft Fabric

Implement a Real-Time Intelligence solution with Microsoft Fabric

Microsoft Learn

Note

Microsoft Learn sandboxes are interactive, temporary environments provided by Microsoft Learn that allow users to practice and explore Azure services and other Microsoft technologies without needing their own subscription. These sandboxes are free, time-limited, and isolated, offering a secure space to complete guided learning modules, tutorials, and hands-on exercises in a real-world setup.

Occasionally, they require you to bring your own subscription or run the exercises locally on your computer.

Caution

Be careful of starting multiple sandboxes/visiting multiple sandbox URLs at the same time as Microsoft Learn might suspend your access due to detected suspicious activity.

Create a Microsoft Fabric lakehouse

Analyze data with Apache Spark

Use delta tables in Apache Spark

Ingest data with a pipeline

Create and use a Dataflow Gen2 in Microsoft Fabric

Explore Real-Time Intelligence in Fabric

Explore data science in Microsoft Fabric

Analyze data in a data warehouse

Load data into a warehouse in Microsoft Fabric

Query a data warehouse in Microsoft Fabric

Monitor a data warehouse in Microsoft Fabric

Secure a warehouse in Microsoft Fabric

Create DAX Calculations in Power BI Desktop

Design a scalable semantic model

Create reusable Power BI assets

Enforce model security

Secure data access in Microsoft Fabric

Microsoft GitHub

Note

Microsoft GitHub labs are series of labs designed to be used in Microsoft Instructor Lead Trainings delivered by Microsoft Certified Trainers where participants also have access to the environment to perform them. This means that for everyone else, it is necessary to bring your own environment to go through them.

Create a Microsoft Fabric lakehouse

Analyze data with Apache Spark

Use delta tables in Apache Spark

Create a medallion architecture in a Microsoft Fabric lakehouse

Ingest data with a pipeline

Create and use Dataflows (Gen2) in Microsoft Fabric

Analyze data in a data warehouse

Load data into a warehouse using T-SQL

Query a data warehouse in Microsoft Fabric

Monitor a data warehouse in Microsoft Fabric

Secure a Microsoft Fabric data warehouse

Get started with Real-Time Intelligence in Microsoft Fabric

Get started with data science in Microsoft Fabric

Explore data for data science with notebooks in Microsoft Fabric

Preprocess data with Data Wrangler in Microsoft Fabric

Train and track machine learning models with MLflow in Microsoft Fabric

Generate batch predictions using a deployed model in Microsoft Fabric

Ingest real-time data with Eventstream in Microsoft Fabric

Ingest data with Spark and Microsoft Fabric notebooks

Work with data in a Microsoft Fabric eventhouse

Get started with Real-Time Dashboards in Microsoft Fabric

Create and explore a semantic model

Create DAX calculations in Power BI Desktop

Design scalable semantic models

Work with model relationships

Create reusable Power BI assets

Use tools to optimize Power BI performance

Enforce model security

Monitor Fabric activity in the monitoring hub

Secure data access in Microsoft Fabric

Work with SQL Database in Microsoft Fabric

Work with API for GraphQL in Microsoft Fabric

Implement deployment pipelines in Microsoft Fabric