Universiteit Utrecht (UU) • Master Applied Data Science

For each lecture, the notes, slides, and key points from the instructor are provided. Presented in a single file so you have all the information you need for the exam in one clear, organized document.

This document contains a full elaboration of the second part lectures of the course Data Wrangling & Data Analysis, part of the Master Applied Data Science (UU). I have worked out the lectures in such a way as to make it easier to understand and added useful information to help you make sense of the material. I hope it can help you study!

This summary contains all the theory provided in the INFOMDWR course in 2022/2023. This includes elaborate description and practical examples of the concepts. This will help you preparing for the exam!

Applied Data Science Utrecht University (UU): neural networks from the perspective of cognitive sciences.

Applied Data Science Utrecht University (UU): social networks with a focus on e.g., contagion and diffusion.

Applied Data Science Utrecht University (UU): data mining of textual and visual corpera.

Applied Data Science Utrecht University (UU): dynamics of social and behavioural processes, and longitudinal research.

Applied Data Science Utrecht University (UU): dynamics of social and behavioural processes, and longitudinal research.

Applied Data Science Utrecht University (UU): Data handling and preparation, supervised & non-supervised machine learning, using SQL, Python, and R.

Summaries of the weekly readings for the data wrangling and data analysis course in the Applied Data Science Master at UU