Courses tagged Data science

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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. Examples are the brain; society; traffic; the financial ...

24 August 2020 - 28 August 2020
1.5 ECTS
€200.00
Advanced Bachelor 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 and analysis and is organized by the Department of Methodolo...

17 August 2020 - 21 August 2020
1.5 ECTS
€700.00
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...

24 August 2020 - 28 August 2020
1.5 ECTS
€700.00
Advanced Master level

Applied Bayesian Statistics (April)

Closed

This 5-day course zooms in on the key concepts of Bayesian Statistics and advanced techniques for data-analysis. Topics that are covered include: density of the data, prior and posterior distribution,...

20 April 2020 - 24 April 2020
1.5 ECTS
€700.00
Advanced 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 mode...

06 July 2020 - 10 July 2020
1.5 ECTS
€700.00
Advanced Master level

Hands-on Process Mining

Process mining is a data analytics technique to discover, evaluate or enhance business processes by analysing the data traces left behind during the execution of these processes. It provides insights ...

10 August 2020 - 14 August 2020
2.0 ECTS
€600.00
Advanced Bachelor 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...

08 July 2020 - 10 July 2020
1.0 ECTS
€500.00
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...

13 July 2020 - 15 July 2020
1.0 ECTS
€500.00
Advanced Master level

Advanced Survey Design

This 5-day course in ‘advanced survey design’ takes students beyond the introductory courses offered in BA and MA programmes and will discuss the state of the art in both the design o...

31 August 2020 - 04 September 2020
2.0 ECTS
€700.00
PhD 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...

06 July 2020 - 10 July 2020
1.5 ECTS
€700.00
Advanced Master 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...

13 July 2020 - 16 July 2020
1.5 ECTS
€600.00
Master level

Data Science: Data Analysis

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

20 July 2020 - 24 July 2020
1.5 ECTS
€700.00
Advanced Master level

Mplus: How to get started? (April)

Closed

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 ge...

08 April 2020 - 08 April 2020
0.5 ECTS
€250.00
Advanced Master level

Hypothesis Testing 3.0

This 4-day course discusses the evaluation of theory-based hypotheses using p-values, the Bayes factor, and information criteria. There will be attention for contemporary phenomena, like publication b...

06 July 2020 - 09 July 2020
1.5 ECTS
€600.00
Advanced Bachelor level

Modeling the Dynamics of Intensive Longitudinal Data

This is a five-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...

17 August 2020 - 21 August 2020
1.5 ECTS
€700.00
PhD 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...

17 August 2020 - 28 August 2020
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)...

24 August 2020 - 28 August 2020
0.0 ECTS
€200.00
Advanced Bachelor 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 ...

17 August 2020 - 21 August 2020
2.0 ECTS
Regular fee: €1000.00
Student fee: €500.00
Advanced Bachelor level

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 organizations applying process mining. B...

10 August 2020 - 14 August 2020
2.0 ECTS
€795.00
PhD level

Introduction to GIS for Human and Behavioral Scientists

The objective of the course is to provide students, that have a background in social, human or behavioral sciences, with an introduction to GIS (Geographic Information Systems). This course aims at hi...

06 July 2020 - 10 July 2020
1.5 ECTS
€300.00
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...

13 July 2020 - 17 July 2020
1.5 ECTS
€300.00
Master level

Big Data in Health Research

This summer course is a joint activity from University Medical Center Utrecht (UMCU) and University College London (UCL). During this summer course, participants will learn the key character...

17 August 2020 - 21 August 2020
1.5 ECTS
€830.00
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...

24 August 2020 - 28 August 2020
2.0 ECTS
€230.00
Advanced Master level

Introduction to Econometrics using Stata

The course Introduction to Econometrics using Stata is in particular useful for students who lack a sufficient basic knowledge of statistics, regression analyses and/or Stata. During the course studen...

17 August 2020 - 28 August 2020
0.0 ECTS
Regular fee: €900.00
Student fee: €325.00
Bachelor level