DIU-BLC
Data Mining (Summer 21)
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Course data
Data Mining Online Class
Counseling Hour
PC-A: Weekly Pre-test and Post-test Results
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
W2 Quiz PC-A Post-test
Week 3: Working with data
About Data (videos)
About Data & Project Guidelines (readings)
Lab: Data Processing
Week 3 Discussion Forum
W3 Quiz PC-A Pre-test
W3 Quiz PC-A Post-test
Week 4: Data Exploration
Exploring data (videos)
Exploring data (readings)
Lab: Data pre-processing
Week 4 Discussion Forum
W4 Quiz PC-A Pre-test
W4 Quiz PC-A Post-test
Class Test 01
Week 5: Classification & Prediction
Introduction to classification (videos)
Introduction to classification (readings)
Lab: Working with python & classification
Week 5 Discussion Forum
CT 01 : Random Quiz
Class Test 02
Midterm Examination
Midterm Survey
Midterm Answer Script Format
Submit your answer script here (deadline: 04.0pm 8 July)
Week 6: Classification Tuning
Classification evaluation (videos)
Classification evaluation (readings)
Lab: Working with python & regression
Week 6 Discussion Forum
W6 (Part-I) Quiz PC-A Post-test (Classification Tuning) [edpuzzle]
W6 (Part-II) Quiz PC-A Post-test (Model Evaluation) [edpuzzle]
Week 7: Nearest Neighbor and Bayesian Classification
Nearest neighbor & Bayes theorem (videos)
Nearest neighbor & Bayes theorem (readings)
Lab: Working with python & nearest neighbor
Week 8 Discussion Forum
Week 7: Association Rules Mining
Week 8: Working with Clustering
Week 10: Neural Network
Class Test 03
Presentation
Communication technique
Submit Your Recorded Presentation (deadline: 18 July 2021)
Final Assessment
Answer Script Format
Final Assessment Question
Final Assessment Submission (Deadline: 29/08/2021 at 5:00 PM)
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CSE 450 (SMAH-212)
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Course info
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Courses
DIU
Faculty of Science and Information Technology
Computer Science and Engineering
CSE Summer 2021
CSE 450 (SMAH-212)
Summary
Data Mining (Summer 21)
Teacher:
Aminul Haque
Teacher:
Md. Sadiqur Rahman (MSAD)
Skill Level
:
Beginner