Course Outline
Introduction to End-to-End Analysis with Microsoft Fabric
- Overview of Microsoft Fabric
- Understanding the Lakehouse Architecture
- End-to-End Analytics Workflow
Getting Started with Lakehouses in Microsoft Fabric
- Core Features and Capabilities of Lakehouses
- Creating and Configuring a Lakehouse
- Data Ingestion into Lakehouse Tables
Using Apache Spark in Microsoft Fabric
- Configuring Apache Spark in Microsoft Fabric
- Leveraging Spark for Distributed Data Processing
- Analyzing and Transforming Data with Spark DataFrames
Working with Delta Lake Tables in Microsoft Fabric
- Introduction to Delta Lake and Delta Tables
- Managing and Versioning Data with Delta Tables
- Implementing Data Transformations and Queries
Ingesting Data with Dataflows Gen2 in Microsoft Fabric
- Capabilities of Dataflows Gen2
- Designing Dataflow Solutions for Data Ingestion
- Integrating Dataflows into Data Pipelines
Using Data Factory Pipelines in Microsoft Fabric
- Overview of Data Factory Pipelines
- Building and Orchestrating Data Pipelines
- Automating Data Movements and Transformations
Summary and Next Steps
Requirements
- An understanding of data management principles
- Experience with SQL databases
- Basic knowledge of cloud computing concepts
Audience
- Data engineers
- Database administrators
- Data analysts
Testimonials (5)
Prepared examples and techniques that I did not know
Magdalena - LKQ Polska Sp. z o. o.
Course - Advanced MS PowerPoint
Machine Translated
Showing examples, pictorial way of translating
Aneta - LKQ Polska Sp. z o. o.
Course - Visual Basic for Applications (VBA) in Excel (intermediate level)
Machine Translated
exhaustion of topics
Karol - VOLKSWAGEN POZNAŃ SP. Z O.O.
Course - Excel Advanced with VBA
Machine Translated
I enjoyed all of the tips and tricks that Adam provided. He is very knowledgeable about this subject. He also made following along very easy.
Lara Speers - Lockheed Martin
Course - Advanced Slide Design in PowerPoint
I really was benefit from the real life practical examples.