Serge Aurubin

SERGE AURUBIN

DATA SCIENTIST

Welcome to my blog for everything having to do with data science and analysis. I am always looking for new opportunities to drive business insight using data analysis.

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PySpark Crash Course - Distributed Data Processing in Python

NeuralNine

July 31, 2026   1

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(0:00) Intro
(1:54) Apache Spark Theory
(6:09) Environment Setup
(10:06) DataFrame API Basics
(23:21) ETL Pipeline with AWS S3
(36:42) DataFrame API VS RDD API
(47:29) Streaming Data Example
(51:28) Distributed Machine Learning
(57:19) Outro

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