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Apache Spark

10 short modules. Each one: a simple lesson, two quick games and a 8-question quiz for its own free certificate. Finish them all, then take the full Apache Spark certificate.

0 of 10 module certificates
Start module 1 →
  1. Introduction to SparkApache Spark is a fast engine for large-scale data processing.0/4
  2. Spark architectureUnderstand drivers, executors and how jobs run.0/4
  3. RDDs, transformations and actionsLearn Spark's core abstraction and lazy evaluation.0/4
  4. DataFrames and Spark SQLWork with structured data using DataFrames and SQL.0/4
  5. Partitioning and performanceMake Spark jobs fast and efficient.0/4
  6. Reading and writing dataLoad and save data in many formats and sources.0/4
  7. Structured StreamingProcess real-time data with Spark.0/4
  8. Machine learning with MLlibTrain scalable ML models on Spark.0/4
  9. Delta Lake and the lakehouseAdd reliability to data lakes with Delta Lake.0/4
  10. Spark in productionRun, monitor and tune Spark jobs reliably.0/4
Final step

🏆 Full Apache Spark certificate

20 questions from basic to advanced, 60% to pass. Best taken after the modules.

Get the full certificate →