Big Data Project - CMP2024 - Computer Engineering - Cairo University

Big Data Project - CMP2024 - Computer Engineering - Cairo University

Practice Assignments for Data Science Coursework

Analyzing heart data via association rules

Breast Cancer Pattern Recognition through Association Rule Mining

Data Mining coursework at AmirKabir University of Technology

Classification Based on Association Rules in R

RQL (Rule Query Language) is a framework that allows users to mine dependencies on top of relational databases

A minimalistic framework for Numerical Association Rule Mining

Market Basket Analysis, Portugal based, on TripAdvisor Top 100 Tourist Attractions dataset from January 1, 2019 to August 21, 2021.

This in-depth market basket analysis goes through a complete project cycle towards extracting valuable insights that the business can implement allowing them to scale. From preprocessing the data, to exploratory data analysis, association rule mining, interpretation and insights, and recommendations. This project was made to tackle these problems.

it is our solutions to the big data labs taught in college 🖥️📊📝

Visualizing Association Rules and Frequent Itemsets with R

Three business analytics case studies were undertaken, encompassing market basket analysis, customer segmentation, and campaign management. SAS Visual Data Mining and Machine Learning on SAS Viya was utilized to explore data and provide insights. A comprehensive report addressing both technical and business aspects was delivered.

Machine learning book with practical techniques

Visualize time series numerical association rules

A library of extension and helper modules for Python's data analysis and machine learning libraries.

An efficient Python implementation of the Apriori algorithm.

🍊 📦 Frequent itemsets and association rules mining for Orange 3.