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Data Mining (Fall 2021)
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Lab: Working with Python
Data Mining Online Class (Sections: PC-C, PC-D,PC-F)
Class and Counseling Hour
Announcements
Week 1: Ice-Breaking and Course Overview
Course Outlines
Course Assessment Plan
Text Book: Introduction to Data Mining - Tan
Reference Reading Materials
Course Motivation Test
Week 2: Introduction
Introduction to data mining (videos)
Introduction to data mining (readings)
Lab: Working with Python
Week 2 Discussion Forum
Week 3: Working with data
About Data (videos)
About Data & Project Guidelines (readings)
Lab: Data Processing
Week 3 Discussion Forum
Assignment-1
Week 4: Data Exploration
Exploring data (videos)
Exploring data (readings)
Lab: Data pre-processing
Weekly_Quiz (deadline: 29 October)
Week 4 Discussion Forum
Week 5: Classification & Prediction
Introduction to classification (videos)
Introduction to classification (readings)
Lab: Working with python & classification
Weekly_Quiz (deadline: 29 October)
Week 5 Discussion Forum
Presentation
Communication technique
Submit Your Recorded Presentation (Deadline: 30 November, 2021)
Week 6: Classification Tuning
Week 7: Nearest Neighbor and Bayesian Classification
Week 8: Associate Rules Mining
Association Rules Mining (videos)
Associate Rules Mining (readings)
Lab: Working with python & Association rules mining
Week 9: Working with Clustering
Clustering (videos)
Clustering (readings)
Lab: Working with python & clustering
Week 10: Neural Network
Class Test 03
Final Examination
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CSE 450 (AB-213)
Week 2: Introduction
Lab: Working with Python
Lab: Working with Python
Book
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Book: Data mining with python
Previous Activity
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Class and Counseling Hour
Announcements
Course Outlines
Course Assessment Plan
Text Book: Introduction to Data Mining - Tan
Reference Reading Materials
Course Motivation Test
Introduction to data mining (videos)
Introduction to data mining (readings)
Week 2 Discussion Forum
About Data (videos)
About Data & Project Guidelines (readings)
Lab: Data Processing
Week 3 Discussion Forum
Assignment-1
Exploring data (videos)
Exploring data (readings)
Lab: Data pre-processing
Weekly_Quiz (deadline: 29 October)
Week 4 Discussion Forum
Introduction to classification (videos)
Introduction to classification (readings)
Lab: Working with python & classification
Weekly_Quiz (deadline: 29 October)
Week 5 Discussion Forum
Communication technique
Submit Your Recorded Presentation (Deadline: 30 November, 2021)
Association Rules Mining (videos)
Associate Rules Mining (readings)
Lab: Working with python & Association rules mining
Clustering (videos)
Clustering (readings)
Lab: Working with python & clustering
Next Activity
