5. Data Mining - Data Visualization, Data Cleaning and Reduction (2025)

Data Visualization - Histogram, Scatter plot, Line chart, Pie Chart, Heatmap Data Preprocessing - Data Cleaning techniques - missing values, duplicates, noisy data, inconsistent data Data Reduction - Dimensionality reduction, Numerosity reduction, Data compression