Training plan
Module 1: Get started with lakehouses in Microsoft Fabric
- Explore the Microsoft Fabric lakehouse
- Work with Microsoft Fabric lakehouses
- Explore and transform data in a lakehouse
- Exercise – Create a Microsoft Fabric lakehouse
Module 2: Use Apache Spark in Microsoft Fabric
- Prepare to use Apache Spark
- Run Spark code
- Connect to data sources and ingest data
- Work with data in a Spark dataframe
- Work with data using Spark SQL
- Visualize data in a Spark notebook
- Exercise – Analyze data with Apache Spark
Module 3: Work with Delta Lake tables in Microsoft Fabric
- Understand Delta Lake
- Create delta tables
- Create delta tables
- Work with delta tables in Spark
- Use delta tables with streaming data
- Exercise – Use delta tables in Apache Spark
Module 4: Ingest Data with Dataflows Gen2 in Microsoft Fabric
- 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 5: Orchestrate processes and data movement with Microsoft Fabric
- Understand pipelines
- Use the Copy Data activity
- Use pipeline templates
- Run and monitor pipelines
- Exercise – Ingest data with a pipeline
Recommended Prerequisite Knowledge
- Experience with data lakes and data warehouses
- Knowledge of Big Data principles and distributed processing
- Understanding of data formats (Parquet, Delta Lake, etc.)
- Experience with SQL and big data query languages
- Familiarity with data pipelines and integration
- Basic knowledge of Microsoft Fabric and its components
- Understanding of data governance principles
- Experience with data analytics tools
- Familiarity with cloud storage concepts
- Knowledge of performance and optimization principles
Credentials and certification
Features
- Preparatory training for obtaining a Microsoft Applied Skills credential.
- Performance is assessed through an interactive remote lab.
- Duration: 120 minutes
- Cost: $0
Assessment’s technical tasks
- Create a lakehouse
- Ingest data
- Transform data
- Perform exploratory analytics
Eccentrix Corner article/publication
Implementing a Lakehouse with Microsoft Fabric (DP-601T00)
The Implementing a Lakehouse with Microsoft Fabric (DP-601T00) training is tailored for data engineers, architects, and IT professionals aiming to leverage Microsoft Fabric to design, implement, and manage lakehouse solutions. This course focuses on utilizing Microsoft Fabric’s capabilities to handle complex data scenarios by integrating structured and unstructured data in a unified architecture.
Through hands-on exercises and real-world examples, participants will learn to optimize data workflows, ensure scalability, and drive insights with cutting-edge analytics.
Why Take This Training?
The lakehouse paradigm combines the scalability of data lakes with the structured capabilities of data warehouses, offering a robust solution for modern data challenges. Microsoft Fabric provides the tools to implement lakehouse architectures that support high-performance analytics and seamless data integration.
This course equips you with the knowledge and practical skills to build scalable, efficient, and flexible lakehouse solutions that meet diverse business needs.
Skills Developed During the Training
Understanding Lakehouse Concepts
Learn the principles and advantages of the lakehouse model and its role in modern data architecture.Designing and Implementing Lakehouses
Master the process of building lakehouse solutions using Microsoft Fabric.Data Integration and Management
Understand how to unify structured and unstructured data sources within a lakehouse environment.Optimizing Data Workflows
Automate and streamline data pipelines for efficient processing and analytics.Ensuring Scalability and Performance
Leverage Microsoft Fabric features to support large-scale data workloads with optimal performance.Leveraging Advanced Analytics
Use integrated analytics tools to drive actionable insights from your data lakehouse.
A Practical, Expert-Led Training
Led by certified Microsoft instructors, this course combines theory and hands-on exercises. Participants will work on real-world scenarios to develop the skills needed to design and manage lakehouse solutions effectively.
Who Should Attend?
- Data engineers responsible for implementing scalable data solutions
- IT professionals managing complex data environments
- Data architects designing unified architectures for analytics
- Business intelligence professionals seeking advanced data integration tools
Build Modern Data Solutions with Microsoft Fabric
The Implementing a Lakehouse with Microsoft Fabric (DP-601T00) training equips you with the tools and knowledge to design data architectures that meet modern analytics demands. Enroll today to master Microsoft Fabric and transform your data management strategies.
Frequently asked questions - Microsoft Azure Fabric training (FAQ)
What topics are covered in this training?
Lakehouse principles, Microsoft Fabric capabilities, data integration, and analytics optimization.
What prerequisites are recommended?
Familiarity with cloud data services and basic data engineering concepts is recommended.
What tools are used during the training?
The course focuses on Microsoft Fabric, including its data integration, pipeline management, and analytics tools.
Is this training hands-on?
Yes, practical exercises are included to reinforce learning and application of concepts.
How does this training enhance my skills?
It equips you to design, implement, and manage lakehouse solutions using cutting-edge Microsoft technologies.
Can these concepts be applied outside Microsoft Fabric?
While the focus is on Microsoft Fabric, the principles are applicable across other lakehouse platforms.
