DP-700: Implement data engineering solutions using Microsoft Fabric

Kurssi on suunnattu henkilöille, joilla on kokemusta datan latausmalleista, data-arkkitehtuureista ja orkestrointiprosesseista.

Opit ottamaan käyttöön ja hallitsemaan data-analytiikkaratkaisuja Microsoft Fabricin avulla yritystason data-analytiikkaa varten.

Ennen kurssille osallistumista osallistujan tulisi osata käsitellä ja muuntaa dataa jollakin seuraavista ohjelmointikielistä: Structured Query Language (SQL), PySpark tai Kusto Query Language (KQL).

Lisäksi suositellaan, että osallistujalla on:

• Perustiedot ydindatakonsepteista ja niiden toteutuksesta Microsoftin datapalveluilla.
• Kokemusta datan poiminnasta, muuntamisesta, lataamisesta ja orkestroinnista.

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
• Get started with Real-Time Intelligence in Microsoft Fabric
• Use real-time eventstreams in Microsoft Fabric
• Work with real-time data in a Microsoft Fabric eventhouse

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

3. Implement Real-Time Intelligence with Microsoft Fabric

• Get started with Real-Time Intelligence in Microsoft Fabric
• Use real-time eventstreams in Microsoft Fabric
• Work with real-time data in a Microsoft Fabric eventhouse
• Create Real-Time Dashboards with Microsoft Fabric

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

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