Tilburg University (UVT) • Data Science

Notes for the Big Data course. It contains the slides and explanation of them.

This document contains my notes and a summary of the lectures given by Chris Emmery in the course Cognitive Science 2 in Quartile 2 of the year 2021-2022. The course has been renewed before the start of this year, so it is the first time this format is taught. The mentioned equations are mentioned in the document as well, but no detailed explanations of the algorithms that are used in the labsessions. Only theoretical explanations.

This document is a summary of the lectures by dr. Bettina Siflinger. The course is a mayor course in the joint Data Science bachelor of Tilburg University and Technische Universiteit Eindhoven. It contains a summary of the lecture notes and remarks from the teacher.

Complete summary of all lectures (excluding guest lecture 6), including all reading materials.

Extensive summary of the slides of the course Natural Language Processing, given at Tilburg University School of Humanities and Digital Sciences. It is an optional course for Data Science and Cognitive Sciences and Artificial Intelligence.

Summary of all lectures for the course Statistics & Methodology

Article by Schafer and Graham on missing data

Summary of artical by Arguinis et al. on defining, identifying and handling outliers.

Summary of Introduction to Statistical Learning. Includes graphs examples from the book. Chapter 2, 3, 4, 5, 7

Business Intelligence Data Management Data Science Data Mining Machine Learning SQL