data-mining-course

Python coding in Data Mining course at University of Skövde

branch "logistic regression"

• implementation of logistic regression for classification
• hand-written digits data set
• classifying digits

Visit https://www.alexandercroll.com/site/portfolio/logistic-regression to read a more detailed summary or download the full .pdf paper!

branch "kmeans"

• implementation of kmeans algorithm
• Iris data set
• clustering Iris flowers with different values for k

Visit https://www.alexandercroll.com/site/portfolio/k-means to read a more detailed summary or download the full .pdf paper!

branch "apriori"

• implementation of apriori algorithm
• supermarket shopping cart data
• generating frequent itemsets and printing out common association rules

Visit https://www.alexandercroll.com/site/portfolio/apriori-rule-generation to read a more detailed summary or download the full .pdf paper!