a data science blog
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Updated
Sep 13, 2023 - HTML
a data science blog
Apriori algorithm for finding frequent itemsets and rules
New York crime analysis - R - Data mining course - association rules - density clustering(DBSCAN) - hotspots detection - mapping crimes
Go-Lang Restful API with Apriori Algorithm
My minor research in 10 months | Data Stream Analysis with Storm Apache | Frequent Pattern Mining on Item, Itemset | Sep 2014 - July 2015
Here I have provided some common algorithms used in big data, I've attached an HTML(Python), Python Notebook and R project for each demonstration
The project aim to inform the marketing department on the most relevant marketing strategies that will result in the highest no. of sales (total price including tax).
Analysing the TUNISAIR (tunisian air-company) Fleet
This repository represents several projects completed in IE HST's MS in Business Analytics and Big Data program, Recommendation Engines course.
Association Rules - market basket analysis using apriori algorithm in R
Ongoin research project conducted at the CIRST consisting in mining associative rules of topics in a big philosophy of science corpus.
Introduction to Machine Learning course - Spring 2021 - Supervised and Unsupervised Learning, KNN Classification Models, Naive-Bayes Classifier, Regression Analysis, K-Means and DBSCAN Clustering Analysis, Association Rules and PCA, Confusion Matrix, Normalization, Dummy Variables.
Two projects for "Unsupervised Learning" course
This Repo contains some applications of Unsupervised learning methods, used for Clustering analysis, Dimension Reduction, and Association Rules.
Assignment 2 for STA 380 Predictive Modeling
A little project for a course on the mathematics of data science. Includes brief review on association rule algorithms.
Projects for the Unsupervised Learning 2021/22 class at the Faculty of Economic Sciences, University of Warsaw. In these projects I explored adults' music preferences using association rules and analyzed the ‘Poland A and B’ division using clustering and dimension reduction methods.
Using Association Rule Mining to build League of Legends team compositions
Labs of R-language in study course Data Science
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