Section: Week 5: Classification and Prediction | Data Mining and Machine Learning (Summer 2022)

Section outline

Topics of Discussion
Classification and Prediction
Classification: tree-based approaches
- Select activity Lecture Slides of Week 5
  
  Lecture Slides of Week 5 Folder
  
  Students must
  
  Mark as done
- Select activity Quiz # 1
  
  Quiz # 1
  
  Opened: Friday, 24 June 2022, 7:00 PM
  
  Closed: Friday, 24 June 2022, 10:05 PM
  
  Students must
  
  View

Announcements

OBE Course Outline

Announcements

Lecture Slides of Week 1

Lecture Slides of Week 2

Lecture Slides of Week 3

Lecture Slides of Week 4

Lecture Slides of Week 5

Quiz # 1

Lecture Slides of Week 6

Assignment

Midterm Examination

Lecture Slides of Week 9

Lecture Slides of Week 11

Lecture Slides of Week 12

Lecture Slides of Week 12

Semester Final Examination

Data Mining and Machine Learning (Summer 2022)

Week 5: Classification and Prediction

Section outline

Welcome to Data Mining and Machine Learning

Announcements

OBE Course Outline

Announcements

Week 1: Introduction

Lecture Slides of Week 1

Week 2: Differences between Data Mining and Machine Learning

Lecture Slides of Week 2

Week 3: Data

Lecture Slides of Week 3

Week 4: Exploring Data

Lecture Slides of Week 4

Week 5: Classification and Prediction

Lecture Slides of Week 5

Quiz # 1

Week 6: Classification and Prediction: Alternative Techniques

Lecture Slides of Week 6

Assignment

Week 7: Mid Examination

Midterm Examination

Week 9: Cluster Analysis

Lecture Slides of Week 9

Week 10: Cluster Analysis (Continued) and Association Rule Mining

Lecture Slides of Week 11

Week 11: Association Rule Mining (Continued)

Lecture Slides of Week 12

Week 12: Artificial Neural Networks

Lecture Slides of Week 12

Week 14: Final Examination

Semester Final Examination

Section outline