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Course Curriculum

Introduction
Welcome_Excel 00:00:00
What you should know before watching this course_Excel 00:00:00
Exercise files_Excel 00:00:00
Problems Raised by Massive Amounts of Data
Observation overkill_Excel 00:00:00
Rationale for clustering_Excel 00:00:00
Rationale for PCA_Excel 00:00:00
An Overview of Principal Components Analysis
Using R to extract principal components_Excel 00:00:00
Rotating factors_Excel 00:00:00
Using R to extract principal components_Excel 00:00:00
An Overview of Cluster Analysis
ANOVA and MANOVA reviewed_Excel 00:00:00
Causation and probability_Excel 00:00:00
Multivariate nature of clustering_Excel 00:00:00
Using R for cluster analysis_Excel 00:00:00
Using Excel for cluster analysis_Excel 00:00:00
Setting up confusion tables in Excel_Excel 00:00:00
Putting it together: Using Cluster Analysis and Factor Analysis in Concert
Clusters and factors_Excel 00:00:00
Pivot table analysis_Excel 00:00:00
Conclusion
Next Steps_Excel 00:00:00

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  • 1 week, 3 days
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