Advanced Spark & Distributed Systems

Master Structured Streaming, MLlib, GraphX, cluster tuning, Delta Lake, and build production-grade distributed data systems at scale.

Advanced6 Weeks10 LessonsNuniversity
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Course Content

  1. 01Structured Streaming
  2. 02Window Operations and Watermarking
  3. 03Introduction to MLlib
  4. 04ML Pipelines and Hyperparameter Tuning
  5. 05GraphX
  6. 06Cluster Configuration
  7. 07Memory Tuning
  8. 08Delta Lake
  9. 09Monitoring and Debugging
  10. 10Advanced Project: Real-Time Streaming Analytics with ML Inference

Lessons: 10 · 6 Weeks