ITVersity Hands-on Labs

Build real-world data engineering skills with guided, hands-on labs. Practice industry tools in a structured lab environment and learn by doing-step by step.

Browse Lab Categories

Choose a category and practice the exact tools used in data engineering and analytics teams.

Big Data Labs

Hands-on labs with Hadoop, Spark, and distributed data processing at scale.

• Apache Spark 2 and 3 using Python 3
  Intermediate
  • Available
• Apache Spark 2 and 3 using Scala
  Advanced
  • Available
• Data Engineering Essentials - SQL, Python, and Spark
  Intermediate
  • Available

Data Bricks Labs

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Launching Soon

Stay tuned — exciting labs are coming!

Ready to Start Practicing?

Access our comprehensive lab environment and start building real-world projects today.