Apache Spark: Design & Execute ETL Pipelines Hands-On

Software > Computer Software > Educational Software EDUCBA

Course Overview

What You'll Learn

  • This hands-on course equips learners with the skills to design, build, and manage end-to-end ETL (Extract, Transform, Load) workflows using Apache Spark in a real-world data engineering context.
  • Structured into two comprehensive modules, the course begins with foundational setup, guiding learners through the installation of essential components such as PySpark, Hadoop, and MySQL.
  • Participants will learn how to configure their environment, organize project structures, and explore source datasets effectively.

This hands-on course equips learners with the skills to design, build, and manage end-to-end ETL (Extract, Transform, Load) workflows using Apache Spark in a real-world data engineering context. Structured into two comprehensive modules, the course begins with foundational setup, guiding learners through the installation of essential components such as PySpark, Hadoop, and MySQL. Participants will learn how to configure their environment, organize project structures, and explore source datasets effectively. As the course progresses, learners will develop Spark applications to perform full and incremental data loads using JDBC integration with MySQL. Through practical examples, they will apply transformation logic using Spark SQL, filter data based on business rules, and handle common pitfalls such as type mismatches and folder structure issues during Spark deployment. By the end of the course, learners will be able to construct, execute, and optimize Spark-based ETL pipelines that are scalable and production-ready, empowering them to contribute effectively in real-world data engineering roles.

Course FAQs

Is this an accredited online course?

Accreditation for 'Apache Spark: Design & Execute ETL Pipelines Hands-On' is determined by the provider, EDUCBA. For online college courses or degree programs, we strongly recommend you verify the accreditation status directly on the provider's website to ensure it meets your requirements.

Can this course be used for continuing education credits?

Many of the courses listed on our platform are suitable for professional continuing education. However, acceptance for credit varies by state and licensing board. Please confirm with your board and {course.provider} that this specific course qualifies.

How do I enroll in this online school program?

To enroll, click the 'ENROLL NOW' button on this page. You will be taken to the official page for 'Apache Spark: Design & Execute ETL Pipelines Hands-On' on the EDUCBA online class platform, where you can complete your registration.