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Data Mining (V-U)

(220 Lectures Available)

S# Lecture Course Institute Instructor Discipline
51
  • Data Cleaning: How to Handle Noisy data using Binning (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
52
  • Data Cleaning: How to Handle Noisy data using Regression and Cluster Analysis (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
53
  • Data Cleaning: Introduction (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
54
  • Data Cleaning: Missing Data (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
55
  • Data Cleaning: Noisy Data (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
56
  • Data for cluster analysis (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
57
  • Data integration and transformation: Co relation analysis Example (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
58
  • Data integration and transformation: Data Transformation methods (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
59
  • Data integration and transformation: Detect Redundancy in Data Integration using Co relation analysis (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
60
  • Data integration and transformation: Handling Redundancy in Data Integration (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
61
  • Data integration and transformation: Introduction (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
62
  • Data Objects and Attribute Types: Attribute Types (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
63
  • Data Objects and Attribute Types: Attributes (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
64
  • Data Objects and Attribute Types: Data Objects (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
65
  • Data Objects and Attribute Types: Discrete vs. Continuous Attributes (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
66
  • Data Objects and Attribute Types: Structured Data (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
67
  • Data Objects and Attribute Types: Types of Data Sets (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
68
  • Data reduction: Data Compression (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
69
  • Data reduction: Data cube aggregation (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
70
  • Data reduction: Dimensionality Reduction using PCA (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
71
  • Data reduction: Dimensionality Reduction using Wavelet Transformation (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
72
  • Data reduction: Introduction (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
73
  • Data reduction: Linear regression (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
74
  • Data reduction: Numerosity Reduction (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
75
  • Data reduction: Numerosity Reduction using Clustering (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences