Azure Data Engineering Project: MySQL to ADLS with ADF

Transform Your Data Engineering Skills with a Real-World Azure Project

Unlock the power of Azure data engineering and build a cutting-edge project that ingests financial services data from MySQL into Azure Data Lake Storage Gen2 using Azure Data Factory.

As a data engineer, you'll embark on a comprehensive journey from understanding the business context and source systems to designing incremental loads, setting up Azure resources, implementing the solution, validating the output, and scheduling repeatable runs.

In this immersive project, you'll:

• Set up a robust source system: Configure multiple financial services tables in MySQL, ensuring a solid foundation for your project.

• Establish a seamless connection: Configure a self-hosted integration runtime and ADF linked services to bridge your source and destination systems.

• Design and build a scalable pipeline: Ingest multiple source tables using Azure Data Factory, leveraging its powerful capabilities to process large datasets.

• Implement incremental loading: Utilize watermarks to process new and updated records, ensuring your pipeline is efficient and effective.

• Store data securely: Write the raw data to Azure Data Lake Storage Gen2, ensuring data integrity and compliance.

• Monitor and track each run: Maintain configuration, run history, and watermarks in Azure SQL, providing valuable insights into your pipeline's performance.

• Validate the output: Query and verify the ingested data using Azure Synapse, ensuring accuracy and reliability.

• Schedule the solution: Use ADF triggers to run the pipeline on a schedule, streamlining your data engineering process and reducing manual intervention.

You'll build the project in your own Azure account, leveraging the provided source code, sample MySQL data, configuration files, and infrastructure setup scripts to ensure a hands-on learning experience.

By the end of this course, you'll possess a complete Azure data engineering project that you can:

• Practice and refine your skills
• Adapt for your portfolio and showcase your expertise
• Clearly explain and demonstrate in interviews and real-world scenarios

This comprehensive course includes a special promotion, providing you with an exclusive opportunity to elevate your data engineering skills and take your career to the next level.