USC DSCI 553 - Foundations & Applications of Data Mining - Spring 2024 - Prof. Wei-Min Shen

This assignment focuses on implementing the SON Algorithm using the Spark Framework to identify frequent itemsets within large datasets.

Data Mining to find the Frequent Itemsets using SON algorithm

基于SON, A-prior算法完成的商品中频繁项集的检索

Finding Frequent Item Sets over millions shopping baskets: realized by SON algorithm on Spark in Python on AWS.

Finding restaurants tuples that appears in review data from Yelp.com

Implementation of a-priori and SON algorithm on Spark.

Implemented the SON Algorithm using the Apache Spark Framework to find frequent itemsets. Used the A-Priori Algorithm to process each chunk of the data.

Simple Projects in Data Mining

Implementation of Data Mining Algorithm on Spark with Python3