/Data-Mining-Assignment-1

Assignment 1 on Data Mining Techniques. Data Preprocessing/Cleaning, Creation of new features and graphs, PCA, Clustering and Evaluation.

Primary LanguageJupyter Notebook

Data Mining Assignment 1

Table of contents

About The Assignment

The purpose of the assignment is to familiarize with the basic stages of the process followed for implementing data mining techniques, namely: preprocessing/cleaning, transformation, application of data mining techniques, and evaluation. The implementation was done in the Python programming language using the tools/libraries: Jupyter Notebook, pandas, and SciKit Learn.

General Notes

  1. The assignment Paper is written in Greek and is named hw1-spring-2023_paper.pdf
  2. The implementation can be found in folder notebooks.
  3. English Version: jupyter_english.ipynb
  4. Greek Version: jupyter_greek.ipynb