Level 73 learning outcomes0 AI lessons
Learning Unit
Unsupervised Multivariate Methods
Part of Pathway Level 7 Diploma in Data Science. Study this unit through structured learning outcomes, sequenced lessons, and AI-supported academic guidance.
15
Credits
90
GLH
150
TQT
0
Lessons
Learning Outcomes
What learners will be able to demonstrate.
Outcome 1
Define Principal Component Analysis (PCA) and its derivations and assess their application.
Outcome 2
Understand hierarchical and non-hierarchical and use factor scores to interpret the data set. cluster analysis and assess their outputs.
Outcome 3
Evaluate the concept of panel data regression and implement panel data methods.
Assessment & Certificate
Complete the unit assessment.
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