Courses tagged Data science

You are browsing our courses tagged Data science


Process Mining Research

Process mining is a rapidly growing field of research. This is testified by an established research community, numerous publications and thousands of organisations applying process mining. B...

09 August 2021 - 13 August 2021
2.0 ECTS
€795.00
PhD level

Survey Research: Design, Implementation and Data Processing

Changes in technology and society strongly influence modern survey research. This course covers the essentials of modern survey methodology, organised by the Department of Methodology and Statistics i...

16 August 2021 - 20 August 2021
1.5 ECTS
€620.00
Advanced Master level

Advanced Multilevel Analysis

This three day course will teach you advanced topics in multilevel modelling. The three-day course builds upon the contents of the other summer school course “Introduction to multilevel analysis...

12 July 2021 - 14 July 2021
1.0 ECTS
€450.00
Advanced Master level

Introduction to Multilevel Analysis

This course will teach you the theoretical basics of multilevel modelling and some important methodological and statistical issues. You will also learn how to analyse multilevel data sets with the HLM...

07 July 2021 - 09 July 2021
1.0 ECTS
€450.00
Advanced Master level

Data Science: Data Analysis

The course Data science: Data Analysis offers a range of techniques and algorithms from statistics, machine learning and data mining to make predictions about future events and to uncover hidden struc...

19 July 2021 - 23 July 2021
1.5 ECTS
€620.00
Advanced Master level

Survey Research: Statistical Analysis and Estimation

The course is based on a total survey error perspective and discusses the major sources of survey error. Participants will be presented with tools for detection and adjustment of such errors. Analysis...

23 August 2021 - 27 August 2021
1.5 ECTS
€620.00
Advanced Master level

Data Science: Applied Text Mining

This course introduces the basic and advanced concepts and ideas in text mining and natural language processing. In this course, students will learn how to apply text mining methods on text data and a...

26 July 2021 - 29 July 2021
1.5 ECTS
€535.00
Advanced Master level

Data Science: Introduction to Text Mining with R

Applications of text mining are everywhere: social media, web search, advertising, emails, customer service, healthcare, marketing, etc. In this course, students will learn how to apply text mining me...

12 July 2021 - 14 July 2021
1.0 ECTS
€450.00
Master level

Introduction to Structural Equation Modeling using Mplus

We offer a 5-day course on how to perform basic SEM analyses using Mplus. The main objective of this course is to learn how to analyse several models with Mplus (e.g. path models, multiple group ...

05 July 2021 - 09 July 2021
1.5 ECTS
€620.00
Advanced Master level

Advanced Course on using Mplus

This is a five-day course on structural equation modeling (SEM) using Mplus. If you already know how to analyse your data in Mplus but want to learn more about what you are actually doing, and es...

12 July 2021 - 16 July 2021
1.5 ECTS
€620.00
Advanced Master level

Mplus: How to get started? (January)

If you expect to work with the software Mplus, this course can help you to get started! This course is a compact 1-day workshop on using Mplus to get you started. We will focus on how to get...

18 January 2021 - 18 January 2021
0.5 ECTS
€100.00
Bachelor level

Data Science: Statistical Programming with R

R is rapidly becoming the standard platform for data analysis. This course offers an elaborate introduction into statistical programming in R. Students learn to operate R, form pipelines for data anal...

05 July 2021 - 09 July 2021
1.5 ECTS
€620.00
Advanced Master level

Advanced Survey Design

This course in ‘advanced survey design’ takes students beyond the introductory courses and will discuss the state of the art in both the design and the analysis of survey data. We discuss ...

30 August 2021 - 03 September 2021
2.0 ECTS
€620.00
PhD level

Data Science: Multiple Imputation in Practice

This 4-day course teaches you the basics in solving your own missing data problems appropriately. Participants will learn how to form imputation models, how to combine data sets, how to model non-resp...

12 July 2021 - 15 July 2021
1.5 ECTS
€535.00
Master level

Modeling the Dynamics of Intensive Longitudinal Data

This is a four-day course on how to study dynamics in intensive longitudinal data, such as ambulatory assessments (AA), experience sampling method (ESM) data, ecological momentary assessments (EMA), r...

16 August 2021 - 19 August 2021
1.5 ECTS
€535.00
PhD level

Hands-on GIS for Earth Scientists

This course is a hands-on course on GIS: 2 weeks of practicals in the GIS Lab of the faculty of Geosciences. The following topics will be covered: Working with ArcGIS Pro and Spatial Analyst, Modelbui...

05 July 2021 - 16 July 2021
3.0 ECTS
€560.00
Advanced Bachelor level

Sense making of GPS Data in a GIS environment

This course focuses on analysis of outdoor movements in space and transport network-based distances. The objective is to provide students with insight in the principles of sense making of GPS Dat...

12 July 2021 - 16 July 2021
1.5 ECTS
€300.00
Master level

Data Science and Beyond: Data Assimilation with Elements of Machine Learning

How do meteorologists forecast the weather and climate? Is there a way to predict the profit from a wind farm? These are some of the questions modern science addresses by using data assimilation. Many...

23 August 2021 - 27 August 2021
2.0 ECTS
€230.00
Advanced Master level

Exploring Culture through Data: Digital methods & Data practices

The accelerating datafication of society constitutes challenges and opportunities for humanities research. Participants of this course get acquainted with some of the (methodological) fundamentals of ...

16 August 2021 - 20 August 2021
2.0 ECTS
Regular fee: €1000.00
Student fee: €500.00
Advanced Bachelor level

A Gentle Introduction to Bayesian Statistics

This course describes the stages involved in Bayesian analysis: specifying the prior and data models, deriving inference, model checking and refinement. We discuss prior and posterior predictive check...

23 August 2021 - 27 August 2021
1.5 ECTS
€620.00
Advanced Master level

Applied Multivariate Analysis

The summer school course 'Applied Multivariate Analysis' offers hands-on experience using SPSS for the most frequently encountered multivariate statistical techniques in the social and be...

16 August 2021 - 27 August 2021
3.0 ECTS
€600.00
Advanced Bachelor level

Research design for Experimental Linguists - Uil OTS

This course is essential for experimental linguists. In this course you will learn about important aspects of a quantitative study design (research methodology), the basics of statistical (hypothesis)...

23 August 2021 - 27 August 2021
0.0 ECTS
€200.00
Advanced Bachelor level

Introduction to Complex Systems

Our world has an abundance of so-called complex systems. These are typically large collections of connected elements that influence each other. In this online course, we combine examples across physic...

02 August 2021 - 30 August 2021
1.5 ECTS
€100.00
Advanced Bachelor level