Microsoft Fabric Data Engineer kursus. DP-700.

Beskrivelse

Dette kursus giver dig de nødvendige færdigheder til at designe og implementere data engineering-løsninger med Microsoft Fabric. Du vil lære at arbejde med data ingestion, transformation og orchestration ved hjælp af Fabric's værktøjer som Dataflows, Pipelines og Lakehouses. Kurset dækker også emner som data governance, security og performance optimization. Derudover får du indsigt i, hvordan du kan integrere Microsoft Fabric med andre Azure services for at skabe effektive og skalerbare dataarkitekturer.

Bemærk, at der er et betydeligt overlap mellem kurserne DP-600 og DP-700, da begge kurser dækker centrale områder inden for Microsoft Fabric.

• DP-600 Microsoft Fabric Analytics Engineer har en stærkere vægt på dataanalyse og visualisering.
• Og denne DP-700 Microsoft Fabric Data Engineer fokuserer primært på data engineering-aspekter såsom data ingestion, transformation og orchestration

Hvis du er i tvivl om hvilke kursus der er det rette for dig, så er du altid velkommen til at kontakte os.

Forudsætninger

Deltagere bør også have erfaring med at manipulere og transformere data ved hjælp af et af følgende programmeringssprog: SQL, PySpark eller Kusto Query Language (KQL).

Hvis ikke du har det, kan du med fordel deltage på kurset NS0240 SQL Programmering Grundkursus

Modul 1 Ingest data with Microsoft Fabric

• Explore how Microsoft Fabric enables you to ingest and orchestrate data from various sources (such as files, databases, or web services) through dataflows, notebooks, and pipelines.

Lessons:

• 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

Modul 2 Implement a Lakehouse with Microsoft Fabric

• This learning path introduces the foundational components of implementing a data lakehouse with Microsoft Fabric.

Lessons:

• 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

Modul 3 Implement Real-Time Intelligence with Microsoft Fabric

• Ingest, transform, and analyze streaming data with Microsoft Fabric.To register for a free, instructor-led Real-Time Intelligence in a Day workshop, visit theMicrosoft Events pagefor more details.

Lessons:

• 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

Modul 4 Implement a data warehouse with Microsoft Fabric

• Explore the data warehousing process and learn how to load, monitor, secure, and query a warehouse in Microsoft Fabric.

Lessons:

• 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

Modul 5 Manage a Microsoft Fabric environment

• Microsoft Fabric is a Software-as-a-Service platform for data analytics. Learn how to manage your environment through Continuous Integration/Continuous Deployment (CI/CD), monitoring, and security.

Lessons:

• 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