Python translation "Advanced Analytics with Spark Source Code"

Code to accompany Advanced Analytics with Spark

Introduction

This repo contains a translation of the source codes used in Spark advanced analysis from scala to python (pyspark). This repo is maintained with the intention of being a collection for templates for analyses for rapid customization and deployment.

File Tree

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├── ch02-intro       : Introduction to PySpark
├── ch03-recommender : Recommender system
├── ch04-rdf         : Predictor system
├── ch05-kmeans      : Anomaly detector system
├── ch06-lsa         : Semantic analysis
├── ch07-graph       : Network analysis
├── ch08-geotime     : Geospatial and temporal analysis
├── ch09-risk        : Financial risk modeling and simulation
├── ch10-genomics	 : Genomics data analysis
└── ch11-neuro		 : Imaging data analysis