
Microsoft Fabric Data Engineer (DP-700T00)
Expand your team’s ability to harness the full potential of data engineering with our Microsoft Fabric Data Engineer course. This program equips you with the knowledge to make the most out of Microsoft's powerful data platform by teaching practical skills in data integration, real-time analytics, and data security, key to empowering data-driven decision-making within your organization.
We start by exploring how to efficiently ingest data with Dataflows Gen2 in Microsoft Fabric. Learn to understand and integrate Dataflows Gen2 with pipelines, setting a strong foundation for seamless data integration processes. This leads into the orchestration of processes and data movement through Microsoft Fabric, where you’ll gain insights into using pipelines, copy data activities, templates, and monitoring tools for streamlined data management.
Dive into the realm of real-time intelligence with Microsoft Fabric and discover the fundamentals of real-time data analytics. You’ll learn how to ingest, transform, store, and visualize real-time data, alongside automating actions for swift business insights. Further enhancing these skills, we examine using real-time eventstreams within Microsoft Fabric, understanding their components, transformations, and how they interact with various sources and destinations.
Next, you’ll work with real-time data in a Microsoft Fabric eventhouse, getting to grips with effective use of KQL, materialized views, and stored functions to optimize data handling. The course then introduces you to end-to-end analytics using Microsoft Fabric, focusing on exploring analytics capabilities, the role of data teams, and how to enable and effectively use Microsoft Fabric tools.
Get hands-on with Microsoft Fabric's lakehouses, learning to explore, transform, and manage data within these structures. Additionally, you’ll use Apache Spark for data processing, exploring Spark dataframes, SQL, and visualization techniques in a Spark notebook environment.
Gain proficiency in working with Delta Lake tables in Microsoft Fabric, from understanding and creating delta tables to optimizing their use with Spark and streaming data. The course teaches you how to build a Fabric lakehouse using medallion architecture design, querying, reporting, and managing your lakehouse data efficiently.
Learn to create real-time dashboards with Microsoft Fabric, mastering advanced features and best practices for impactful visual representations of your data. This complements your newfound skills in managing data warehouses in Microsoft Fabric, where you’ll understand, query, transform, and prepare data for analysis and secure its access through dynamic masking and row or column-level security.
Explore strategies for loading data into Microsoft Fabric data warehouses, utilizing data pipelines, T-SQL, and Dataflow Gen2 for efficient data management. Develop your querying skills further by using SQL editors and client tools within Microsoft Fabric.
Our course also prepares you to monitor and secure a Microsoft Fabric data warehouse, leveraging tools to track capacity, activity, and queries, while implementing robust security measures like dynamic data masking and granular permissions.
Finally, incorporate continuous integration and delivery (CI/CD) into your data operations, learning to implement version control, deployment pipelines, and automate these processes using Fabric APIs. Extend your capabilities in monitoring activities with the Microsoft Fabric Monitor Hub and Activator, ensuring your data environment runs smoothly and efficiently.
Secure data access plays a significant role, where you’ll learn to configure permissions and apply a robust security model to protect your data assets. Additionally, you’ll gain administrative skills in managing a Microsoft Fabric environment, focusing on architecture, security, and governance to ensure optimal data management across your organization.
By the end of this course, whether you are a part of a large team or an ambitious individual, you’ll be proficient in Microsoft Fabric as a data engineer, ready to take your company’s data strategy to the next level with enhanced efficiency and security.
- Ingest and integrate diverse datasets with Dataflows Gen2.
- Optimize data workflows with robust orchestration tools.
- Enhance analytical capabilities through real-time intelligence.
- Streamline event-driven data processing with eventstreams.
- Leverage KQL for efficient querying in eventhouses.
- Implement comprehensive end-to-end analytics solutions.
- Maximize data management using lakehouses and medallion architecture.
- Utilize Apache Spark for powerful data transformations.
- Improve data performance with Delta Lake tables.
- Create interactive, real-time dashboards for data visualization.
- Secure and monitor data warehouses effectively.
- Facilitate continuous integration and delivery in data projects.
- Enhance data security and access controls within Microsoft Fabric.
- Administer and maintain a robust data infrastructure.
Webucator is a Microsoft Certified Partner for Learning Solutions (CPLS). This class uses official Microsoft courseware and will be delivered by a Microsoft Certified Trainer (MCT).
- 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
- Orchestrate processes and data movement with Microsoft Fabric
- Understand pipelines
- Use the Copy Data activity
- Use pipeline templates
- Run and monitor pipelines
- Get started with real-time intelligence in Microsoft Fabric
- What is real-time data analytics?
- Real-Time Intelligence in Microsoft Fabric
- Ingest and transform real-time data
- Store and query real-time data
- Visualize real-time data
- Automate actions
- Use real-time eventstreams in Microsoft Fabric
- Components of eventstreams
- Eventstream sources and destinations
- Eventstream transformations
- Work with real-time data in a Microsoft Fabric eventhouse
- Get started with an eventhouse
- Use KQL effectively
- Materialized views and stored functions
- Introduction to end-to-end analytics using Microsoft Fabric
- Explore end-to-end analytics with Microsoft Fabric
- Data teams and Microsoft Fabric
- Enable and use Microsoft Fabric
- Get started with lakehouses in Microsoft Fabric
- Explore the Microsoft Fabric lakehouse
- Work with Microsoft Fabric lakehouses
- Explore and transform data in a lakehouse
- Use Apache Spark in Microsoft Fabric
- Prepare to use Apache Spark
- Run Spark code
- Work with data in a Spark dataframe
- Work with data using Spark SQL
- Visualize data in a Spark notebook
- Work with Delta Lake tables in Microsoft Fabric
- Understand Delta Lake
- Create delta tables
- Optimize delta tables
- Work with delta tables in Spark
- Use delta tables with streaming data
- Organize a Fabric lakehouse using medallion architecture design
- Describe medallion architecture
- Implement a medallion architecture in Fabric
- Query and report on data in your Fabric lakehouse
- Considerations for managing your lakehouse
- Create real-time dashboards with Microsoft Fabric
- Get started with real-time dashboards
- Advanced features
- Real-time dashboard best practices
- Get started with data warehouses in Microsoft Fabric
- 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
- Load data into a Microsoft Fabric data warehouse
- Explore data load strategies
- Use data pipelines to load a warehouse
- Load data using T-SQL
- Load and transform data with Dataflow Gen2
- Query a data warehouse in Microsoft Fabric
- Query data
- Use the SQL query editor
- Explore the visual query editor
- Use client tools to query a warehouse
- Monitor a Microsoft Fabric data warehouse
- Monitor capacity metrics
- Monitor current activity
- Monitor queries
- Secure a Microsoft Fabric data warehouse
- Explore dynamic data masking
- Implement row-level security
- Implement column-level security
- Configure SQL granular permissions using T-SQL
- Implement continuous integration and continuous delivery (CI/CD) in Microsoft Fabric
- Understand Continuous Integration and Continuous Delivery (CI/CD)
- Implement version control and Git integration
- Implement deployment pipelines
- Automate CI/CD using Fabric APIs
- Monitor activities in Microsoft Fabric
- Understand monitoring
- Use Microsoft Fabric Monitor Hub
- Take action with Microsoft Fabric Activator
- Secure data access in Microsoft Fabric
- Understand the Fabric security model
- Configure workspace and item permissions
- Apply granular permissions
- Administer a Microsoft Fabric environment
- Understand the Fabric architecture
- Understand the Fabric administrator role
- Manage Fabric security
- Govern data in Fabric
Each student will receive a comprehensive set of materials, including course notes and all the class examples.
Live Private Class
- Private Class for your Team
- Live training
- Online or On-location
- Customizable
- Expert Instructors