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Advanced Data Analysis with Apache Spark

Overview

Skills Needed

Unlock advanced data analysis techniques with Apache Spark. Learn machine learning, graph processing, and more. Enroll now!

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

Outline

  • Advanced Spark SQL and DataFrames
  • Machine Learning with Spark MLlib
  • Graph Processing with GraphX
  • Real-time Streaming Analytics with Spark Streaming
  • Geospatial Analytics with GeoSpark
  • Anomaly Detection and Outlier Analysis
  • Time Series Analysis and Forecasting
  • Text Analysis with Spark NLP
  • Deep Learning with TensorFlow and Spark
  • Case Studies in Advanced Data Analysis with Apache Spark

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