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Data Mining (V-U)

(220 Lectures Available)

S# Lecture Course Institute Instructor Discipline
76
  • Data reduction: Numerosity Reduction using Histogram (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
77
  • Data reduction: Numerosity Reduction using Sampling (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
78
  • Data Visualization: Geometric Projection Visualization Techniques (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
79
  • Data Visualization: Hierarchical Visualization examples (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
80
  • Data Visualization: Hierarchical Visualization Techniques (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
81
  • Data Visualization: Icon-Based Visualization Techniques (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
82
  • Data Visualization: Introduction (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
83
  • Data Visualization: Pixel-Oriented Visualization Techniques (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
84
  • Decision tree induction algorithm pseudo code (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
85
  • Decision tree induction, benefits of DT (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
86
  • Decision Tree Induction:Algorithm for Decision Tree Induction (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
87
  • Decision Tree Induction:Attribute Selection Measures (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
88
  • Decision Tree Induction:Brief Review of Entropy (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
89
  • Decision Tree Induction:Comparison of Attribute Selection Measures (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
90
  • Decision Tree Induction:Enhancements to Basic Decision Tree Induction (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
91
  • Decision Tree Induction:Over fitting and Tree Pruning (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
92
  • Density-Based Clustering: Introduction (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
93
  • Density-Based Methods: DBSCAN (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
94
  • Density-Based Methods: Density based method parameters (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
95
  • Errors (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
96
  • Frequent Item set Apriori Methods (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
97
  • Frequent Item set Mining Methods: Apriori: A Candidate Generation-and-Test Approach (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
98
  • Frequent Item set Mining Methods: ECLAT: Frequent Pattern Mining with Vertical Data Format (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
99
  • Frequent Item set Mining Methods: How to Count Supports of Candidates? (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
100
  • Frequent Item set Mining Methods: Improving the Efficiency of Apriori (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences

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