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 (7)
I really was benefit from the real life practical examples.
Wioleta
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Working on and using our own data/spreadsheets, where we could see how it would benefit us most.
Julie - Environment, Marine and Fisheries
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Trainer flexibility. Comprehensive answers to every question.
Krystyna Szpala - Sogecap SA Branch in Poland
Course - Visual Basic for Applications (VBA) for Analysts
Machine Translated
'Fun facts' - how to achieve the same the other way around.
Paulina - Noble Drilling Poland
Course - Microsoft Office Excel - poziom średnio zaawansowany
I liked the large number of tasks and the friendly atmosphere.
Paulina - LKQ Polska Sp. z o. o.
Course - Excel Data Analysis
Machine Translated
Trainer's knowledge and experience.
Paweł Dykowski - LKQ Polska Sp. z o. o.
Course - Excel Modelling
Great pace during the training. very knowledgeable and teaching style