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Python code for three assignments within the Data Mining course in my master's program.

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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!

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Python code for three assignments within the Data Mining course in my master's program.

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