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Data Mining (V-U)

(220 Lectures Available)

S# Lecture Course Institute Instructor Discipline
26
  • Basic Statistical Descriptions of Data: Measuring the Central Tendency (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
27
  • Basic Statistical Descriptions of Data: Measuring the Dispersion of Data (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
28
  • Basic Statistical Descriptions of Data: Symmetric vs. Skewed Data (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
29
  • Bayes Classification Methods: Naïve Bayes Classifier (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
30
  • Bayes Classification Methods: Naïve Bayes Classifier: An Example (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
31
  • Bigram based correction & its example (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
32
  • BOAT and its advantages (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
33
  • Candidate generation (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
34
  • Chain rule (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
35
  • Classification by Back propagation: A Multi-Layer Feed-Forward Neural Network (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
36
  • Classification by Back propagation: Back propagation (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
37
  • Classification by Back propagation: Defining a Network Topology (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
38
  • Classification by Back propagation: Introduction (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
39
  • Classification by Back propagation: Neural Network as a Classifier (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
40
  • Classification issues (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
41
  • Clustering data measures (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
42
  • Clustering High-Dimensional Data: CLIQUE (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
43
  • Clustering High-Dimensional Data: Introduction (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
44
  • Clustering High-Dimensional Data: The Curse of Dimensionality (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
45
  • Clustering High-Dimensional Data:Why Subspace Clustering? (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
46
  • Clustering matrixes (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
47
  • Comparing classification methods (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
48
  • Concept Hierarchy and its type (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
49
  • Cyber Community (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
50
  • Cyber Community Types (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences

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