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Overview

In this course, the student will learn how to implement and manage data engineering workloads on Microsoft Azure, using Azure services such as Azure Synapse Analytics, Azure Data Lake Storage Gen2, Azure Stream Analytics, Azure Databricks, and others. The course focuses on common data engineerings tasks such as orchestrating data transfer and transformation pipelines, working with data files in a data lake, creating and loading relational data warehouses, capturing and aggregating streams of real-time data, and tracking data assets and lineage.
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What You'll Learn

N/A

Who Should Attend

The primary audience for this course is data professionals, data architects, and business intelligence professionals who want to learn about data engineering and building analytical solutions using data platform technologies that exist on Microsoft Azure. The secondary audience for this course is data analysts and data scientists who work with analytical solutions built on Microsoft Azure.
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Prerequisites

Please review the prerequisites listed for each module in the course content and click on the provided links for more information.

1. Get started with data engineering on Azure

In most organizations, a data engineer is the primary role responsible for integrating, transforming, and consolidating data from various structured and unstructured data systems into structures that are suitable for building analytics solutions. An Azure data engineer also helps ensure that data pipelines and data stores are high-performing, efficient, organized, and reliable, given a specific set of business requirements and constraints.

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2. Build data analytics solutions using Azure Synapse serverless SQL pools

If you have large volumes of data stored as files in a data lake, you'll need a convenient way to explore and analyze the data they contain. Azure Synapse Analytics enables you to apply the SQL skills you use in a relational database to files in a data lake.

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3. Perform data engineering with Azure Synapse Apache Spark Pools

Apache Spark is a highly scalable distributed processing solution for big data analytics and transformation. You can leverage its power in Azure Synapse Analytics by using Spark pools.

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4. Transfer and transform data with Azure Synapse Analytics pipelines

Azure Synapse Analytics enables data integration through the use of pipelines, which you can use to automate and orchestrate data transfer and transformation activities.

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5. Implement a Data Analytics Solution with Azure Synapse Analytics

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6. Work with Data Warehouses using Azure Synapse Analytics

Relational data warehouses are at the heart of many business intelligence and enterprise analytics solutions. You can use Azure Synapse Analytics to implement highly scalable data warehouses in the cloud.

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7. Work with Hybrid Transactional and Analytical Processing Solutions using Azure Synapse Analytics

Hybrid Transactional and Analytical Processing (HTAP) is a technique for near real time analytics without a complex ETL solution. In Azure Synapse Analytics, HTAP is supported through Azure Synapse Link.

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8. Implement a Data Streaming Solution with Azure Stream Analytics

Stream processing enables you to capture and analyze data in real-time. Azure Stream Analytics is a cloud-based stream processing engine that you can use to build highly scalable real-time analytics solutions.

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9. Implement a data lakehouse analytics solution with Azure Databricks

Learn how to harness the power of Apache Spark and powerful clusters running on the Azure Databricks platform to run large data engineering workloads in the cloud.

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Skills Measured

  • Design and implement data storage
  • Develop data processing
  • Secure, monitor, and optimize data storage and data processing

Frequently Asked Questions (FAQs)

  • Why get Microsoft certified?

    Microsoft certifications validate your skills and expertise in Microsoft technologies and solutions, demonstrating your ability to design, implement, and manage cutting-edge technologies.

    These certifications are globally recognized and highly sought after by employers, as they signify your proficiency in using Microsoft products and services to drive innovation and solve business challenges.

    Microsoft-certified professionals are in high demand, opening doors to new career opportunities and higher earning potential.

  • What to expect for the examination?

    Microsoft certification exams are designed to assess your knowledge and skills in specific Microsoft technologies and solutions.

    Exams typically consist of multiple-choice, multiple-select, and case study questions, and some may include lab simulations to evaluate your practical skills.

    Note: Certification requirements and policies may be updated by Microsoft from time to time. We apologize for any discrepancies; do get in touch with us if you have any questions.

  • How long is Microsoft certification valid for?

    Most Microsoft role-based and specialty certifications are valid for one year from the date of passing the exam.

    To maintain your certification, you will need to renew it annually by passing a free online assessment on Microsoft Learn.

    However, Microsoft Applied Skills credentials and Fundamentals certifications do not expire.

    Note: Certification requirements and policies may be updated by Microsoft from time to time. We apologize for any discrepancies; do get in touch with us if you have any questions.

  • Why take this course with Trainocate?

    Here’s what sets us apart:

    - Global Reach, Localized Accessibility: Benefit from our geographically diverse training hubs in 24 countries (and counting!).

    - Top-Rated Instructors: Our team of subject matter experts (with high average CSAT and MTM scores) are passionate to help you accelerate your digital transformation.

    - Customized Training Solutions: Choose from on-site, virtual classrooms, or self-paced learning to fit your organization and individual needs.

    - Experiential Learning: Dive into interactive training with our curated lesson plans. Participate in hands-on labs, solve real-world challenges, and take on comprehensive assessments.

    - Learn From The Best: With 30+ authorized training partnerships and countless awards from Microsoft, AWS, Google – you're guaranteed learning from the industry's elite.

    - Your Bridge To Success: We provide up-to-date course materials, helpful exam guides, and dedicated support to validate your expertise and elevate your career.

Funding Info

Skills Future Singapore

There are a few categories of eligibility. This can be segmented into:

Self Sponsored
  • Age 21 years to 39 years old can get up to 50% funding
  • Age 40 years old and above can get up to 70% funding
Company Sponsored (Non-SME)
  • Age 21 years to 39 years old can get up to 50% funding
  • Age 40 years old and above can get up to 70% funding
Company Sponsored (SME)
  • Age 21 years and above can get up to 70% funding

SSG Funding Requirements

  • Trainees must fulfil at least 80% attendance and pass the in-house assessment to be eligible for funding.
  • A functioning Singpass app is required for mandatory e-attendance scanning.
    • Trainees must scan their attendance twice daily using the Singpass app.
    • If you are unable to access Singpass, please inform us in advance so we can assist you.

Cancellation Policy

  • Requests for cancellation or deferment must be submitted in writing at least 14 days before the class start date.
  • Cancellation initiated less than 14 days before the class start will incur fee charges.
  • Approval is subject to Trainocate’s discretion. 

Refund Policy

  • Cancellation requests must be submitted at least 14 days before the class start date to receive a full refund with no charges.
  • Cancellations made 7 to 13 days before the class start date will incur a 50% course fee charge.
  • Cancellations made less than 7 days before the class start date will be charged 100% of the course fee.
  • Exceptions may be granted with Trainocate management approval.

Feedback Policy and Procedure

  • You may submit any feedback / complaints via email to  funding@trainocate.com.
  • All formal complaints will be handled within 7 working days from receipt with a written reply given.
  • Feedback given will be documented and used in continual service and delivery improvement.

Appeal Policy and Procedure

As a candidate in this course assessment, you may appeal your results if you disagree with them. To do so, submit your appeal via email to funding@trainocate.com within 3 working days of receiving your assessment results.


For more funding info and FAQs, click here.

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