Microsoft Fabric Data Engineer DP-700T00

• Ingest data using Microsoft Fabric.
• Implement a lakehouse using Microsoft Fabric.
• Implement real-time intelligence solutions in Microsoft Fabric.
• Implement a data warehouse using Microsoft Fabric.
• Manage a Microsoft Fabric environment.
• Work with Dataflows Gen2, pipelines, Apache Spark, Eventhouse, and KQL.
• Apply data engineering solutions for enterprise-scale analytics.

Module 1: Ingest Data with Microsoft Fabric

• Ingest Data with Dataflows Gen2 in Microsoft Fabric
• Orchestrate processes and data movement with Microsoft Fabric
• Use Apache Spark in Microsoft Fabric
• Work with real-time data in an Eventhouse in Microsoft Fabric

Module 2: Implement a Lakehouse with Microsoft Fabric

• Introduction to end-to-end analytics using Microsoft Fabric
• Get started with lakehouses in Microsoft Fabric
• Use Apache Spark in Microsoft Fabric
• Work with Delta Lake tables in Microsoft Fabric
• Ingest Data with Dataflows Gen2 in Microsoft Fabric
• Orchestrate processes and data movement with Microsoft Fabric
• Organize a Fabric lakehouse using medallion architecture design

Module 3: Implement Real-Time Intelligence with Microsoft Fabric

• Get started with Real-Time Intelligence in Microsoft Fabric
• Use eventstreams in Microsoft Fabric
• Work with real-time data in an Eventhouse in Microsoft Fabric
• Create Real-Time Dashboards with Microsoft Fabric
• Use Activator in Microsoft Fabric

Module 4: Implement a Data Warehouse with Microsoft Fabric

• Introduction to end-to-end analytics using Microsoft Fabric
• Get started with data warehouses in Microsoft Fabric
• Load data into a Microsoft Fabric data warehouse
• Query a data warehouse in Microsoft Fabric
• Monitor a Microsoft Fabric data warehouse
• Secure a Microsoft Fabric data warehouse

Module 5: Manage a Microsoft Fabric Environment

• Implement continuous integration and continuous delivery (CI/CD) in Microsoft Fabric
• Monitor activities in Microsoft Fabric
• Secure data access in Microsoft Fabric
• Administer a Microsoft Fabric environment

Module 6: Use Activator in Microsoft Fabric

• Configure Activator for your data
• Create rules in Activator
• Configure actions in Activator
• Exercise - Use Activator in Fabric

4 Days

Certification: Microsoft Certified: Fabric Data Engineer Associate

Exam: DP-700: Implementing Data Engineering Solutions Using Microsoft Fabric

Duration: 100 minutes

Format: Proctored certification exam with possible interactive components.

• Creating and using Dataflows Gen2
• Building and monitoring data pipelines
• Working with Apache Spark
• Creating and working with lakehouses
• Working with Delta Lake tables
• Building medallion architecture
• Working with Eventhouse and Eventstreams
• Creating real-time dashboards
• Working with Fabric data warehouses
• Implementing CI/CD
• Monitoring Fabric activities
• Configuring data access and security
• Working with Activator

• Data professionals with experience in data extraction, transformation, and loading.
• Data engineers working with Microsoft Fabric.
• Professionals responsible for data integration and orchestration.
• Professionals who need to create and deploy data engineering solutions for enterprise-scale data analytics.
• Data professionals with experience using SQL, PySpark, or Kusto Query Language (KQL).

• Experience with data extraction, transformation, and loading.
• Some experience with data integration and orchestration.
• Experience manipulating and transforming data using SQL, PySpark, or KQL.
• Familiarity with the Microsoft Fabric interface and core concepts is recommended.