PySpark Crash Course - Distributed Data Processing in Python
NeuralNine
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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
???? The Python Bible Book: https://www.neuralnine.com/books/
???? The Algorithm Bible Book: https://www.neuralnine.com/books/
(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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