Video Chapter 1
Video Chapter 2
Video Chapter 3
https://youtu.be/sfSYKxEV6gs?list=PLY6FvZJ1faR35u8haZZ_O9pcojoH3ASTa
Preprocessing 1 Introduction
https://youtu.be/OViM-JooYrA?list=PLY6FvZJ1faR35u8haZZ_O9pcojoH3ASTa
Data Preprocessing 2 Data Cleaning
https://youtu.be/KCGO3iIl0oM?list=PLY6FvZJ1faR35u8haZZ_O9pcojoH3ASTa
Preprocessing 3 Noisy Data
https://youtu.be/hohP6JYDiOo?list=PLY6FvZJ1faR35u8haZZ_O9pcojoH3ASTa
Preprocessing 4 Binning Equal Width
https://youtu.be/laTgDBgzaDY?list=PLY6FvZJ1faR35u8haZZ_O9pcojoH3ASTa
Preprocessing 5 : Data Reduction
Video Chapter 4
Decision Tree 1 Introduction
Decision Tree 2 Classification Methods
Decision Tree 3 Understanding Data for Classification
Decision Tree 4 _ Supervised VS Unsupervised Learning
Decision Tree 5 Classification Example
Decision Tree 6 Classification Two Step Process Model Construction
Decision Tree 7 Classification Two Step Process Model Usage
Decision Tree 8 Example of Decision Tree
Decision Tree 9 Apply Model to Test Data
Decision Tree 10 Information Gain
DT Extra 3
Video Chapter 5
https://youtu.be/1-DhjghpbvQ?list=PLln5fcqJMy00gLLEDGH1Y6nKnQgJlqEAH
PART 1 - Topic 5: Model Evaluation (ITS665/ISP665 Data Mining)
https://youtu.be/HN8u4eFPIos?list=PLln5fcqJMy00gLLEDGH1Y6nKnQgJlqEAH
Part 2 - Topic 5: Model Evaluation (ITS665/ISP565 Data Mining)
https://youtu.be/WwAF0O7fqhc?list=PLln5fcqJMy00gLLEDGH1Y6nKnQgJlqEAH
Part 3 - Topic 5: Model Evaluation (ITS665/ISP565 Data Mining)
https://youtu.be/ij5nHAJnym4?list=PLln5fcqJMy00gLLEDGH1Y6nKnQgJlqEAH
Part 4 Topic 5: Model Evaluation (ITS665/ISP565 Data Mining)
https://youtu.be/B3mapbYR95M?list=PLln5fcqJMy00gLLEDGH1Y6nKnQgJlqEAH
Part 5 - Topic 5: Model Evaluation (ITS665/ ISP565 Data Mining)
https://youtu.be/T7st-XhSgrk?list=PLln5fcqJMy00gLLEDGH1Y6nKnQgJlqEAH
Part 6 - Topic 5: Model Evaluation (ITS665/ISP565 Data Mining)
https://www.youtube.com/watch?v=7062skdX05Y
What is Cross Validation and its types?
Video Chapter 6
https://youtu.be/G0w1L-CPApk?list=PLln5fcqJMy00gLLEDGH1Y6nKnQgJlqEAH
P1 Topic 6: Cluster Analysis Part 2
https://youtu.be/gOOsAAq2eOY?list=PLln5fcqJMy00gLLEDGH1Y6nKnQgJlqEAH
P2-Topic 6: Cluster Analysis (Part2)
https://youtu.be/Rwg507BpGTI?list=PLln5fcqJMy00gLLEDGH1Y6nKnQgJlqEAH
P3- Topic 6: Cluster Analysis (Part2)
https://youtu.be/u_0tsAnkgsc?list=PLln5fcqJMy00gLLEDGH1Y6nKnQgJlqEAH
P4- Topic 6 : Cluster Analysis (Part2)
Video Chapter 7
Video Chapter 8
