DP-700 Microsoft Fabric Data Engineer

Duration: 4 Days
Course Code: DP-700
Course Delivery: n/a
Level: Intermediate

Course Overview

This course covers methods and practices to implement data engineering solutions by using Microsoft Fabric. Students will learn how to design and develop effective data loading patterns, data architectures, and orchestration processes. Objectives for this course include ingesting and transforming data and securing, managing, and monitoring data engineering solutions. This course is designed for experienced data professionals skilled at data integration and orchestration, such as those with the DP-203: Azure Data Engineer certification.

Audience Profile

This audience for this course is data professionals with experience in data extraction, transformation, and loading. DP-700 is designed for professionals who need to create and deploy data engineering solutions using Microsoft Fabric for enterprise-scale data analytics.

Course Objectives

After completing this course, students will be able to:

Ingest data with Microsoft Fabric
Implement Real-Time Intelligence with Microsoft Fabric
Implement a data warehouse with Microsoft Fabric
Manage a Microsoft Fabric environment

Prerequisites

Learners should also have experience at manipulating and transforming data with one of the following programming languages: Structured Query Language (SQL), PySpark, or Kusto Query Language (KQL).

Course Outline

Module 1: Module 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

Module 2: Module 2: Implement a Lakehouse with Microsoft Fabric+

This module 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
Organize a Fabric lakehouse using medallion architecture design

Module 3: Module 3:Implement Real-Time Intelligence with Microsoft Fabric+

Learn to ingest, transform, and analyze streaming data with Microsoft Fabric.

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

Module 4: Module 4: Implement a data warehouse with Microsoft Fabric+

In this module, 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
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: Module 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

If you have any questions or are looking for customised training for you or your team, please contact us

Exam Information

Microsoft Certified: Fabric Data Engineer Associate