DIU-BLC
Data Mining (Summer 2021)
0%
Previous
Course data
Welcome to Data Mining
Class Test
Week 1: Introduction
Compare Data Mining, DBMS and Statistics
Week 2: Working with Data
Find some problems around you that can be solved by data mining.
Twenty uses of Pandas and Numpy
Week 3: Data Exploration
Week 4: Classification and Prediction
Another PPT of Classification
Another Resource of Entropy and Gain
Lab Practice: Google Colab Link Sheet: O2
Final Quiz On 03-07-2021 (Data Mining)
Week 5: Classification Tuning
Decision Tree pdf
Class Video Link - Decision Tree
Decision Tree Entopy Gain
Decision Tree: Submission the result of entropy and gain
Gini Index
Gini Index Video
Week 6: Nearest Neighbor and Bayesian Classification
KNN Another Resource
Lab2_KNN_O2, O5
Lab 2 KNN Submission: Section-O5
Lab2 KNN: Section O3, O9
Lab 2 KNN Submission: Section-O2
Lab 2 KNN Submission: Section-O3
Lab 2 KNN Submission: Section-O4
Lab 2 KNN Submission: Section-O9
Bayes' Theorem Example
Extra Resource - Naive Bayes
Week 7: Mid Exam
Mid- term Exam - Summer 2021
Week 8: Association Rule Mining
Apriori pdf resource
Week 9: Working with Clustering
K-MEAN Clustering
Class Test 3 (K-MEAN)
Week 10: Neural Network
Basic Neural Network
Class Video
Week 11: Course Project Discussion
Project Presentation Guideline
Hierarchical Clustering
Week 12: Review Week
Write five real life example scenarios that can be solved by data mining.
Week 13: Final Exam
Final Exam - Summer 2021
Next
DIU-BLC
Side panel
Guidelines
For Teachers
For Students
Search
Close
Search
Toggle search input
Log in
Username
Password
Remember username
Forgot Password?
Log in
Create new account
Site Navigation
CSE-450 (PG-212)
Home
Skip to main content
To operate the Blended Learning Center(BLC) at optimal level, maintenance will be performed every day at 8:30 AM and at 5:00 PM regularly which can take up to 30 minutes. Please consider scheduling your activity in the BLC platform accordingly.
Course info
Home
Courses
DIU
Faculty of Science and Information Technology
Computer Science and Engineering
CSE Summer 2021
CSE-450 (PG-212)
Summary
Data Mining (Summer 2021)
Teacher:
Dr. Fizar Ahmed
Teacher:
Pronab Ghosh
Skill Level
:
Beginner