CSE-404 Machine Learning Lab

E-mail: atik@cse.green.edu.bd

🕾 Mob. +8801912961096

Room: A-510 Desk No. : 08

Class Routine – Spring 2026 Semester

Day	08:30-10:00	10:00-11:30	11:30-1:00	Break	1:30-03:00	3:00-4:30
Sat
Sun	CSE 404 231_D1 K-109	CSE 404 231_D1 K-109	CSE 403 231_D1 J-107		Tutor Time	Tutor Time
Mon	Tutor Time	Tutor Time
Tue		GED-103 252_D1 K-102	CSE 403 231_D1 J-105		CSE 404 231_D3 K-101	CSE 404 231_D3 K-101
Wed		GED-103 252_D1 G-101
Fri

Lab Activity Outline

Class	Experiment Title	COs	Reference	Activities
1	Introduction to ML: Introduction to data and relevant Python libraries	1, 2, 3	Lab Manual No. 1	Experiments
2	Implementing Data Preprocessing Techniques in ML	1, 2, 3	Lab Manual No. 2	Experiments
3	Implementing and Analyzing Linear Regression Algorithm	1, 2, 3	Lab Manual No. 3	Experiments
4	Implementing and Analyzing Logistic Regression Algorithm	1, 2, 3	Lab Manual No. 4	Experiments
5	Implementing and Analyzing K-Nearest Neighbors (KNN) Algorithm & Naive Bayes Classifier	1, 2, 3	Lab Manual No. 5	KNN , Naive Bayes
6	Implementing and Analyzing Decision Trees and SVM	1, 2, 3	Lab Manual No. 6	Experiments
7	Implementing and Analyzing Artificial Neural Network Algorithm	1, 2, 3	Lab Manual No. 7	Experiments
8	Introduction and Implementing Convolutional Neural Networks	1, 2, 3	Lab Manual No. 8	Experiments
9	Introduction and Implementing Generative Adversarial Networks	1, 2, 3	Lab Manual No. 9	Experiments
10	Ensemble Learning: Bagging, Boosting and Stacking with real-world datasets	1, 2, 3	Lab Manual No. 10	Experiments
11	Project Presentation	1, 2, 3		Presentation, Viva
12	Final Examination	1, 2, 3