Descriptive data mining

6 janeiro 2025, 10:00 • João Lourenço

Cluster Analysis

• Measuring Similarity Between Observations
• Hierarchical Clustering
• k-Means Clustering
• Hierarchical Clustering versus k-Means Clustering

Association Rules

• Evaluating Association Rules

Text Mining

• Voice of the Customer at Triad Airline
• Preprocessing Text Data for Analysis
• Movie Reviews

Data mining with RStudio and R

• R1 - Hierarchical clustering
  
• R2 - k-means clustering (autonomous work)
• R3 - Text mining
• R4 - Association rules (autonomous work)