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Unsupervised Learning in R
This course provides an intro to clustering and dimensionality reduction in R from a machine learning perspective.
Cluster Analysis in R
Develop a strong intuition for how hierarchical and k-means clustering work and learn how to apply them to extract insights from your data.
Factor Analysis in R
Explore latent variables, such as personality using exploratory and confirmatory factor analyses.
Advanced Dimensionality Reduction in R
Learn how to apply advanced dimensionality techniques such as t-SNE and GLRM.