Introduction to Data Science

Study: Bachelor Psychology Tilburg University Major/minor: Psychological Methods and Data Science/Applied Advanced Research Methods Course: Introduction to Data Science 2020/2021 (jaar 3) Professor: Kim de Roover Based on: Lectures and slides This course is divided in two parts: 1. Supervised learning 2. Unsupervised learning This summary covers the second topic.

Study: Bachelor Psychology Tilburg University Major/minor: Psychological Methods and Data Science/Applied Advanced Research Methods Course: Introduction to Data Science 2020/2021 (jaar 3) Professor: Kyle Lang Based on: Lectures and slides This course is divided in two parts: 1. Supervised learning 2. Unsupervised learning This summary covers the second topic.

This document presents an in depth summary of the Introduction to Data Science course within the Cognitive Science and Artificial Intelligence bachelor program at Tilburg University. This summary covers the basic topics of Machine Learning and Data Science, such as Supervised and Supervised learning at an intermediate level. It also provides clear explanations of the most used algorithms in ML, both for Classification and Regression analysis in Supervised Learning and clustering and dimensional...