Data science methods - Samenvattingen en Aantekeningen

Samenvatting van het vak DSM, gegeven in de master van EOR op Tilburg University.

This two-page Data Science and Statistics (DSS) Cheat Sheet is designed to support students preparing for the INFOMDSS open book exam, providing a focused yet comprehensive overview of essential clustering, classification, and evaluation metrics. With quick-reference explanations of key concepts—such as clustering methods (K-means, DBSCAN), performance metrics (Silhouette Index, ROC curves), and data quality measures—this cheat sheet is also a valuable resource for other data science courses...

Summary of all articles/papers of the mandatory reading list of Data Science Methods for MADS (DSM). Mandatory material for the exam. It includes takeaways and a summary of each article/paper.

The best complete summary for Data Science Methods for MADS (EBM215A05), it includes: All Lectures and the latest Practice Exam. Enhanced with a dynamic table of contents and meticulous organization for readability and easy studying. 100% of profit from this summary is donated to local Groningen NGOs, as well as national ones.

Een uitgebreide samenvatting voor het vak toetsende statistiek van de UVA. De samenvatting bevat: - Agresti, A. & Franklin, C. (2014/2016). Statistics: The art and science of learning from data. Boston, MA: Pearson Education. (H 10 t/m 15) - Van Peet, A. A. J., Van den Wittenboer, G. L. H., & Hox, J. J. (2004), Effectgrootte en het onderscheidingsvermogen van een toets. In A. A. J van Peet, G. L. H. van den Wittenboer, & J. J. Hox, Toegepaste statistiek: beschrijvende technieken. Groningen: W...

Extensive summary of the course data science methods.

Summary of the Lectures including R codes of lecture slides

Digital methods - FULL summary 2023 Guest lectures are included !! PRACTICAL sessions are NOT included

Notes on the lectures from the course (2022) Research Methods in Political Science. INCLUDES video lectures 1-13 (Total: 38 pages).

This document is a concise yet comprehensive overview of essential research methods, ideal for students and professionals alike. It covers the foundational 6 P’s framework (Purpose, Products, Process, Participants, Paradigm, Presentation) and provides guidance on selecting appropriate research approaches, including inductive and deductive reasoning. Key topics include sampling techniques, ethical considerations, and detailed explanations of research strategies such as surveys, experiments, ...