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 (8)
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
The instructor's interaction with the participants, knowledge, openness to discussion and ideas.
Paweł - LKQ Polska Sp. z o. o.
Course - Visual Basic for Applications (VBA) in Excel (intermediate level)
Machine Translated
practical examples
weronika josiek - Denso
Course - Advanced MS PowerPoint
Machine Translated
exhaustion of topics
Karol - VOLKSWAGEN POZNAŃ SP. Z O.O.
Course - Excel Advanced with VBA
Machine Translated
The pace of classes is perfect, not too fast, not too slow, lots of examples and exercises. Each participant could freely perform the exercises without any pressure to answer questions. Everyone could act in their own time, and in case of a failed attempt, you could catch up when the trainer showed the solution.
Anna - VOLKSWAGEN POZNAŃ SP. Z O.O.
Course - Excel Advanced with VBA
Machine Translated
Creating tables and calculating their data.
Katarzyna Ciunajcis
Machine Translated
I really was benefit from the real life practical examples.