Implement data engineering solutions using Microsoft Fabric

Learn to ingest and transform data. Secure, manage, monitor, and optimize analytics solutions.

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    Prerequisites

    • There are no formal prerequisites
    • Foundational experience in data engineering or related fields and a basic understanding of data engineering concepts, cloud computing, and familiarity with data processing technologies is recommended.

    What You Will Learn

    • Ingesting and transforming data
    • Securing and managing an analytics solution
    • Monitoring and optimizing an analytics solution

    Curriculum

    Data ingestion is crucial in analytics. Microsoft Fabric's Data Factory offers Dataflows for visually creating multi-step data ingestion and transformation using Power Query Online.

    Modules
    • Ingest Data with Dataflows Gen2 in Microsoft Fabric
    • Orchestrate processes and data movement with Microsoft Fabric
    • Use Apache Spark in Microsoft Fabric
    • Work with real-time data in an Eventhouse in Microsoft Fabric

    This learning path introduces the foundational components of implementing a data lakehouse with Microsoft Fabric.

    Modules
    • Introduction to end-to-end analytics using Microsoft Fabric
    • Get started with lakehouses in Microsoft Fabric
    • Use Apache Spark in Microsoft Fabric
    • Work with Delta Lake tables in Microsoft Fabric
    • Ingest Data with Dataflows Gen2 in Microsoft Fabric
    • Orchestrate processes and data movement with Microsoft Fabric
    • Organize a Fabric lakehouse using medallion architecture design

    Learn to ingest, transform, and analyze streaming data with Microsoft Fabric.

    Modules
    • Get started with Real-Time Intelligence in Microsoft Fabric
    • Use Eventstream in Microsoft Fabric
    • Work with real-time data in an Eventhouse in Microsoft Fabric
    • Create Real-Time Dashboards with Microsoft Fabric
    • Use Activator in Microsoft Fabric

    Explore the data warehousing process and learn how to load, monitor, secure, and query a warehouse in Microsoft Fabric.

    Modules
    • Introduction to end-to-end analytics using Microsoft Fabric
    • Get started with data warehouses in Microsoft Fabric
    • Load data into a Microsoft Fabric data warehouse
    • Query a data warehouse in Microsoft Fabric
    • Monitor a Microsoft Fabric data warehouse
    • Secure a Microsoft Fabric data warehouse

    Microsoft Fabric is a Software-as-a-Service platform for data analytics. Learn how to manage your environment through Continuous Integration/Continuous Deployment (CI/CD), monitoring, and security.

    Modules
    • Implement continuous integration and continuous delivery (CI/CD) in Microsoft Fabric
    • Monitor activities in Microsoft Fabric
    • Secure data access in Microsoft Fabric
    • Administer a Microsoft Fabric environment

    Fabric Activator is an event detection engine that automatically triggers actions when specific patterns or conditions are detected in data sources.

    Topics
    • Introduction
    • Configure Activator for your data
    • Create rules in Activator
    • Configure actions in Activator
    • Exercise - Use Activator in Fabric
    • Module assessment
    • Summary

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    Industry-Vetted Curriculum

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    Frequently Asked Questions

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    Yes, our online course is designed to give you flexibility to skill up as per your convenience. The course is delivered in a Self-Paced mode so that you can balance your work and learning as per your schedule.

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