STEM / applied
Multivariate statistics · Undergraduate · Statistics
Topics
Applied multivariate workflow
- PCA and clustering in R or Python
- Visualization of high-dimensional data
- Feature scaling and preprocessing
- Case studies in marketing, genomics, and image data
- Cross-validation for cluster stability
- Interpretation of components in applied domains
Additional applied practice
- Reviewing assumptions with domain experts
- Documenting analysis choices for reproducibility
- Sensitivity analyses for key modeling decisions
- Connecting results to the original research or business question
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$60.00 · 60 min · Undergraduate · Online ($60/hr)
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