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Data Mining (V-U)

(220 Lectures Available)

S# Lecture Course Institute Instructor Discipline
1
  • A multi-dimensional data model: 3D data cube representation (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
2
  • A multi-dimensional data model: Data Warehouse Design (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
3
  • A multi-dimensional data model: Data warehouse snowflake schema (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
4
  • A multi-dimensional data model: Fact Constellation Schema (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
5
  • A multi-dimensional data model: Measures of Data Cube (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
6
  • A multi-dimensional data model: Typical OLAP Operations (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
7
  • Bag of words model (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
8
  • Basic Concepts of Classification: A Two-Step Process (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
9
  • Basic Concepts of Classification: Introduction (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
10
  • Basic Concepts of Classification: Supervised vs. Unsupervised Learning (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
11
  • Basic Concepts of Cluster Analysis: Challenges of Clutering (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
12
  • Basic Concepts of Cluster Analysis: Clustering Applications (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
13
  • Basic Concepts of Cluster Analysis: Clustering as a Preprocessing Tool (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
14
  • Basic Concepts of Cluster Analysis: Clustering criteria (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
15
  • Basic Concepts of Cluster Analysis: Measure the Quality of Clustering (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
16
  • Basic Concepts of Cluster Analysis: Quality: What Is Good Clustering? (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
17
  • Basic Concepts of Cluster Analysis: What is Cluster Analysis? (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
18
  • Basic Concepts of Mining Frequent Patterns, Association and Correlation: : Closed Patterns and Max-Patterns (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
19
  • Basic Concepts of Mining Frequent Patterns, Association and Correlation: Why Is Freq. Pattern Mining Important? (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
20
  • Basic Concepts of Mining Frequent patterns: Introduction (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
21
  • Basic Statistical Descriptions of Data: Box plot Analysis (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
22
  • Basic Statistical Descriptions of Data: Graphic Displays of Basic Statistical Descriptions using Histogram (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
23
  • Basic Statistical Descriptions of Data: Graphic Displays of Basic Statistical Descriptions using Quantile Plot (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
24
  • Basic Statistical Descriptions of Data: Graphic Displays of Basic Statistical Descriptions using Scatter plot (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
25
  • Basic Statistical Descriptions of Data: Introduction (V-U)
Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences