Microsoft Fabric Certification Training

Microsoft Fabric Certification Training

Module 1: Introduction to End-to-End Analytics Using Microsoft Fabric

• Introduction

• Explore End-to-End Analytics with Microsoft Fabric

• Data Teams and Microsoft Fabric

• Enable and Use Microsoft Fabric
   

Module 2: Get Started with Lakehouses in Microsoft Fabric

• Introduction

• Explore the Microsoft Fabric Lakehouse

• Work with Microsoft Fabric Lakehouses

• Exercise - Create and Ingest Data with a Microsoft Fabric Lakehouse
   

Module 3: Use Apache Spark in Microsoft Fabric

• Introduction

• Prepare to Use Apache Spark

• Run Spark Code

• Work with Data in a Spark Dataframe

• Work with Data Using Spark SQL

• Visualise Data in a Spark Notebook

• Exercise - Analyse Data with Apache Spark
   

Module 4: Work with Delta Lake Tables in Microsoft Fabric

• Introduction

• Understand Delta Lake

• Create Delta Tables

• Work with Delta Tables in Spark

• Use Delta Tables with Streaming Data
   

Module 5: Use Data Factory Pipelines in Microsoft Fabric

• Introduction

• Understand Pipelines

• Use the Copy Data Activity

• Use Pipeline Templates

• Run and Monitor Pipelines

• Exercise - Ingest Data with a Pipeline
   

Module 6: Ingest Data with Dataflows Gen2 in Microsoft Fabric

• Introduction

• Understand Dataflows (Gen2) in Microsoft Fabric

• Explore Dataflows (Gen2) in Microsoft Fabric

• Integrate Dataflows (Gen2) and Pipelines in Microsoft Fabric

• Exercise - Create and Use a Dataflow (Gen2) in Microsoft Fabric
   

Module 7: Get Started with Data Warehouses in Microsoft Fabric

• Introduction

• Understand Data Warehouse Fundamentals

• Understand Data Warehouses in Fabric

• Query and Transform Data

• Prepare Data for Analysis and Reporting

• Secure and Monitor Your Data Warehouse

• Exercise - Analyse Data in a Data Warehouse
   

Module 8: Get Started with Real-Time Analytics in Microsoft Fabric

• Introduction

• What is Synapse Real-Time Analytics?

• Understand KQL Database and Tables

• Write Queries with KQL

• Exercise: Explore Synapse Real-Time Analytics in Fabric
   

Module 9: Get Started with Data Science in Microsoft Fabric

• Introduction

• Understand Data Science

• Explore Data Science in Microsoft Fabric

• Use MLflow to Track Your Experiments

• Exercise - Train and Track a Model in Microsoft Fabric
   

Module 10: Administer Microsoft Fabric

• Introduction

• Understand the Fabric Architecture

• Understand the Fabric Administrator Role

• Manage Fabric Security

• Govern Data in Fabric