DIU-BLC
Data Mining and Machine Learning with Lab (Fall 2024)
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Welcome to Data Mining and Machine Learning
Announcements
Announcements
Announcements
Week 1: Introduction
Introduction video
Forum on Introduction
Decesion_Tree_For_U
decision_tree_For_V
Lab 1 - Submission
Feedback 1
Week 2: Working with Data
Quiz_1
Lab 2- Submission
Feedback 2
Week 3: Data Exploration
Submit the Second Assignment
Lab 3 - Submission
Feedback 3
Week 4: Classification and Prediction
Tutorials Point Lab Practice: scikit-learn
Another PPT of Classification
Another Resource of Entropy and Gain
Week 5: Classification Tuning
Decision Tree pdf
Decision Tree Entopy Gain
Gini Index
Week 6: Nearest Neighbor and Bayesian Classification
Bayes rule
Class Activities Resource Link on Bayes Classifier
Week 8: Association Rule Mining
Apriori pdf resource
Introduction video
Week 9: Working with Clustering
K-MEAN Clustering
Week 10: Neural Network
Basic Neural Network
Class test
Week 11: Course Project Discussion
Project Presentation Guideline
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CSE 325 & 326 (MHIM-243)
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Course info
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Courses
DIU
Faculty of Science and Information Technology
Computer Science and Engineering
CSE Fall 2024
CSE 325 & 326 (MHIM-243)
Summary
Data Mining and Machine Learning with Lab (Fall 2024)
Teacher:
Md. Hasan Imam Bijoy
Skill Level
:
Beginner