Unsupervised Machine Learning with R

Unsupervised learning methods are central to your journey in data science. Learn how to reduce the number of dimensions in your data set, aggregate data into factors, and cluster your data points to make clear, robust conclusions about your data!

R12 hours3 coursesStatement of Accomplishment

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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.

4 hours

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.

4 hours

Factor Analysis in R

Explore latent variables, such as personality, using exploratory and confirmatory factor analyses.

4 hours

Instructors

Hank RoarkSenior Data Scientist, Boeing See Hank Roark's Portfolio
Dmitriy GorenshteynLead Data Scientist at Memorial Sloan Kettering Cancer Center See Dmitriy Gorenshteyn's Portfolio
Jennifer BrussowPsychometrician at Ascend Learning See Jennifer Brussow's Portfolio

Instructors

Join over .css-1osvizq-TrackShowPage{color:#03ef62;}12,780,000 learners and start Unsupervised Machine Learning with R today!

Create Your Free Account

Join over 12,780,000 learners and start Unsupervised Machine Learning with R today!