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Advanced Apache Spark Programming

Overview

Skills Needed

Unlock advanced Apache Spark techniques. Learn Spark SQL, streaming, and machine learning. Enroll now!

  • Intermediate knowledge of Apache Spark fundamentals
  • Proficiency in Python or Scala programming

Outline

  • Advanced Spark SQL and DataFrames
  • Window Functions and Analytical Queries
  • Streaming Processing with Spark Structured Streaming
  • Machine Learning Pipelines with MLlib
  • Hyperparameter Tuning for Spark ML Models
  • Graph Algorithms and Analytics with GraphX
  • Working with External Data Sources
  • Deploying Spark Applications
  • Apache Spark Performance Tuning
  • Case Studies in Advanced Apache Spark Programming
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