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Data Mining (V-U)

(220 Lectures Available)


S# Lecture Course Institute Instructor Discipline
1 Introduction, Motivation & Science Evolution History (V-U) Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
2 Introduction: What Is Data Mining? (V-U) Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
3 Introduction: A Multi-Dimensional View of Data Mining (V-U) Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
4 Introduction: What Kind of Data Can Be Mined? (V-U) Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
5 Introduction: Patterns to mine (V-U) Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
6 Introduction: What Technology Are Used in data mining? (V-U) Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
7 Introduction: What Kind of Applications Are Targeted? (V-U) Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
8 Introduction: Major Challenges& Issues in Data Mining (V-U) Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
9 Data Objects and Attribute Types: Types of Data Sets (V-U) Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
10 Data Objects and Attribute Types: Structured Data (V-U) Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
11 Data Objects and Attribute Types: Data Objects (V-U) Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
12 Data Objects and Attribute Types: Attributes (V-U) Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
13 Data Objects and Attribute Types: Attribute Types (V-U) Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
14 Data Objects and Attribute Types: Discrete vs. Continuous Attributes (V-U) Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
15 Data Visualization: Introduction (V-U) Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
16 Data Visualization: Pixel-Oriented Visualization Techniques (V-U) Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
17 Basic Statistical Descriptions of Data: Introduction (V-U) Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
18 Basic Statistical Descriptions of Data: Measuring the Central Tendency (V-U) Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
19 Basic Statistical Descriptions of Data: Symmetric vs. Skewed Data (V-U) Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences
20 Basic Statistical Descriptions of Data: Measuring the Dispersion of Data (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 Data Visualization: Geometric Projection Visualization Techniques (V-U) Data Mining (V-U) Virtual University Dr.Usman Ghani Applied Sciences

of 9 220 Lectures Available.