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July 15, 2022


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Learning Apache Spark with Python, pdf tutorial on 147 pages by Wenqiang Feng.

Welcome to our Learning Apache Spark with Python note! In these note, you will learn a wide array of concepts about PySpark in Data Mining, Text Mining, Machine Leanring and Deep Learning.

The tutorials assume that the reader has a preliminary knowledge of programing and Linux.

  • Preface
  • Why Spark with Python ?
  • Configure Running Platform
  • An Introduction to Apache Spark
  • Programming with RDDs
  • Statistics Preliminary
  • Data Exploration, Regression
  • Regularization, Classification
  • Clustering, Text Mining
  • Social Network Analysis
  • Neural Network, My PySpark Package

Summary on tutorial Learning Apache Spark with Python

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