Apache Spark™ and Scala Workshops
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Updated
Jan 8, 2023 - HTML
Apache Spark™ and Scala Workshops
Code from Ralph Winters book Packt/Practical-Predictive-Analytics
Big Data Analytics for anazon.com using Spark Framework and Scala Programming Language
Recommendation System written in Python, using the pySpark framework and other Data Science libraries
This project extracts list, information and statistics from Wikipedia articles of current and past NBA players. I used Spark SQL to extract information from html documents and save it to a csv file. In the nearby future, I will post the same objective achieved using Pig
End-to-end real-time credit card transactions application. Made with Kafka, Spark, Bootstrap, ECharts, RxJS.
An investigatory analysis of restaurant sales data using Apache Spark in an attempt to give some insights as to how to boost up the sales of less frequently sold items. This is a real-world dataset from an actual restaurant.
This project will show an auto-updated map with the people interaction during COVID19 in the US using big data technologies to analysis a real-time stream of Twitter data.
Ralph Winters Website
Provides a cherrypy dashboard to bind access to Spark SQL.
Music prediction using PySpark
Analysis of a dataset of flights, using the SparkSQL framework and extra web scraping techniques
Created a SparkML RandomForest model to predict total employee compensation. Queried data with SparkSQL, ran PySpark scripts to run EDA, pre-process data, and train model achieving with 0.98 R2 score.
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