🚀 Costin Chitic

Search

SearchSearch

Recent Notes

  • The Nadaraya-Watson Model

    Oct 28, 2026

  • Bernoulli Distribution

    Oct 27, 2026

  • Dropout

    Oct 27, 2026

  • Probabilistic Models

    Oct 27, 2026

  • DS Project -- yet to name

    Oct 23, 2026

Home

❯

notes

❯

Data Science

Data Science

Oct 28, 20261 min read

Elective course I took in Q1 of my second year while at Twente. It covers the basics of Data Science and it is a very introductory course. The materials are very assignments-oriented with practicals and jupyter notebooks.

Topics covered

  • Data Exploration & Preprocessing
  • Data Mining
    • Naive Bayes Approach
    • Decision Tree Approach
    • K-Nearest Neighbors (KNN)
    • Practical Data Mining

Graph View

Backlinks

  • Data Mining - Naive Bayes Approach
  • Data Mining
  • DS Project -- yet to name
  • Machine Learning
  • University of Twente

Created with Quartz v4.2.3 © 2026

  • GitHub
  • Discord Community