DIU-BLC
Data Mining (Fall 2021)
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Basic Neural Network
Welcome to Data Mining Course
Announcements
Week 1: Introduction
Class-2 Lecture Video
Week 2: Working with Data
Week 3: Data Exploration
Week 4: Classification and Prediction
Another PPT of Classification
Week 5: Classification Tuning
Decision Tree pdf
Decision Tree Entopy Gain
Gini Index
Week 6: Nearest Neighbor and Bayesian Classification
KNN Another Resource
Bayes' Theorem Example
Extra Resource - Naive Bayes
Classification basic test
Week 7: Mid Exam
Week 8: Association Rule Mining
Apriori pdf resource
Week 9: Working with Clustering
K-MEAN Clustering
Week 10: Presentation and Assignment
Week 11: Neural Network
Basic Neural Network
Class Test (Make UP)
Week 12: Review Week
Week 13: Final Exam
Next
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Course Overview
Sections
Welcome to Data Mining Course
1
Announcements
Forum
Week 1: Introduction
2
Class-2 Lecture Video
URL
Week 2: Working with Data
3
Week 3: Data Exploration
4
Week 4: Classification and Prediction
5
Another PPT of Classification
File
Week 5: Classification Tuning
6
Decision Tree pdf
File
Decision Tree Entopy Gain
File
Gini Index
File
Week 6: Nearest Neighbor and Bayesian Classification
7
KNN Another Resource
File
Bayes' Theorem Example
File
Extra Resource - Naive Bayes
File
Classification basic test
Interactive Content
Week 7: Mid Exam
8
Week 8: Association Rule Mining
9
Apriori pdf resource
File
Week 9: Working with Clustering
10
K-MEAN Clustering
File
Week 10: Presentation and Assignment
11
Week 11: Neural Network
12
Basic Neural Network
File
Class Test (Make UP)
Quiz
Week 13: Final Exam
13
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Data Mining (Fall 2021)
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DIU
Faculty of Science and Information Technology
Computer Science and Engineering
CSE Fall 2021
CSE 450 (NA - 213)
Week 11: Neural Network
Basic Neural Network
Basic Neural Network
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Neural Network.pdf
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Announcements
Class-2 Lecture Video
Another PPT of Classification
Decision Tree pdf
Decision Tree Entopy Gain
Gini Index
KNN Another Resource
Bayes' Theorem Example
Extra Resource - Naive Bayes
Classification basic test
Apriori pdf resource
K-MEAN Clustering
Class Test (Make UP)
Next Activity