Institutes

Audiences

Languages

Topics

Scopes

Data Analytics 2: Battling the Curse of Dimensionality

Institute
Utrecht University
Audiences
Masters, PhD Students, Postdocs, Professionals
Topics
Data Science, Deep Learning, Machine Learning, Statistics Programming with R, Text Mining
Scopes
Data Science, Social Science
Language
English

Data Science: Introduction to Text Mining with R

Institute
Utrecht University
Audiences
Masters, PhD Students, Postdocs, Professionals
Topics
Data Science, Machine Learning, Statistics Programming with R, Text Mining
Scopes
Social Science
Language
English

Data Science: Data Analysis

Institute
Utrecht University
Audiences
Masters, PhD Students, Postdocs, Professionals
Topics
Data Science, Machine Learning
Scopes
Social Science
Language
English

Data Science Methods

Institute
Tilburg University
Audiences
Masters, Professionals
Topics
Big Data, Cluster Analysis, Data Science, Dimension Reduction Statistics, Experimental Design / Statistical Design / Observational Study Design, Machine Learning, Principal Component Analysis (PCA), Statistics Programming with R
Scopes
Actuarial Science, Data Science, Economics, Operational Statistics / Operational Research
Language
English

Operations Research and Machine Learning

Institute
Tilburg University
Audiences
Masters, PhD Students, Postdocs, Professionals
Topics
Data Science, Deep Learning, Machine Learning, Mathematical Statistics, Neural Networks, Statistics Programming with Phyton, Supervised Learning, Unsupervised Learning
Scopes
Data Science, Mathematics, Operational Statistics / Operational Research
Language
English

Decision Making with Business Analytics

Institute
Tilburg University
Audiences
Masters
Topics
Cluster Analysis, Deep Learning, Dimension Reduction Statistics, Machine Learning, Neural Networks, Principal Component Analysis (PCA), Statistics Programming with Phyton, Supervised Learning, Support Vector Methods, Unsupervised Learning
Scopes
Data Science, Mathematics, Operational Statistics / Operational Research
Language
English

Statistics for Data Scientists

Institute
Wageningen University & Research
Audiences
Bachelors, Masters
Topics
Cluster Analysis, Data Visualisation / Informatics, Dimension Reduction Statistics, Generalised Linear Models (GLM) / Regression / Correlation / ANOVA, Generalised Non-Linear Models / Splines, High Dimensional Data Analysis / Omics Statistics, Machine Learning, Multivariate Statistics, Principal Component Analysis (PCA), Statistical Learning, Statistics Programming with R, Supervised Learning, Tree Based Methods, Unsupervised Learning
Scopes
Biology, Data Science, Ecology, Environmental Science, Epidemiology, Health Science, Social Science
Language
English