DIU-BLC
Artificial Intelligence Lab (Summer 2021)
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Reference Book - 2
Artificial Intelligence Lab - Python
Announcements
Reference Books - 1
Reference Book - 2
Reference Book - 3
Session I: Basics of Python
Discussion on Week 1's Topic
Basics of Python
Lecture Video(PC C)
Lecture Content
Session II: Basics of Python(Cotinued)
Discussion on Week 2's Topic
Basic's of Python
Lecture Video(PC C)
Week 3
Discussion on Week 3's Topic
Reading Material on NumPy
Dataset - Starbucks
Lecture Recorded Video
Week 4
Discussion on Week 4's Topic
Download - Reading material data visualization
Download Dataset - 1 (Irish)
Download Dataset - 2 (Winemag)
Lecture Video
Week 5
Discussion on 5th Week's Topic
Linear Regression
Logistic Regression
Dataset for Logistic Regression
Dataset for Linear Regression
Lecture Video
Week 6
Discussion on 6th Week's Topic
Download - Reading material for KNN
Dataset for KNN
Lecture Vedio
Week 7
Lab Evaluation(PC C)
Week 8
Week 9
Week 10
Week 11
Week 12
Submit your project presentation here
Week 14
Lab Final Exam(PC C)
Next
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Course Overview
Sections
Artificial Intelligence Lab - Python
1
Announcements
Forum
Reference Books - 1
File
Reference Book - 2
File
Reference Book - 3
File
Session I: Basics of Python
2
Discussion on Week 1's Topic
Forum
Basics of Python
File
Lecture Video(PC C)
Lesson
Lecture Content
URL
Session II: Basics of Python(Cotinued)
3
Discussion on Week 2's Topic
Forum
Basic's of Python
File
Lecture Video(PC C)
Lesson
Week 3
4
Discussion on Week 3's Topic
Forum
Reading Material on NumPy
File
Dataset - Starbucks
File
Lecture Recorded Video
Lesson
Week 4
5
Discussion on Week 4's Topic
Forum
Download - Reading material data visualization
File
Download Dataset - 1 (Irish)
File
Download Dataset - 2 (Winemag)
File
Lecture Video
Lesson
Week 5
6
Discussion on 5th Week's Topic
Forum
Linear Regression
File
Logistic Regression
File
Dataset for Logistic Regression
File
Dataset for Linear Regression
File
Lecture Video
Lesson
Week 6
7
Discussion on 6th Week's Topic
Forum
Download - Reading material for KNN
File
Dataset for KNN
File
Lecture Vedio
Lesson
Week 7
8
Lab Evaluation(PC C)
Assignment
Week 12
9
Submit your project presentation here
Assignment
Week 14
10
Lab Final Exam(PC C)
Assignment
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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.
Artificial Intelligence Lab (Summer 2021)
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Courses
DIU
Faculty of Science and Information Technology
Computer Science and Engineering
CSE Summer 2021
CSE 413 (SS - 212)
Artificial Intelligence Lab - Python
Reference Book - 2
Reference Book - 2
Click
Introduction to Machine Learning with Python.pdf
link to view the file.
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Announcements
Reference Books - 1
Reference Book - 3
Discussion on Week 1's Topic
Basics of Python
Lecture Video(PC C)
Lecture Content
Discussion on Week 2's Topic
Basic's of Python
Lecture Video(PC C)
Discussion on Week 3's Topic
Reading Material on NumPy
Dataset - Starbucks
Lecture Recorded Video
Discussion on Week 4's Topic
Download - Reading material data visualization
Download Dataset - 1 (Irish)
Download Dataset - 2 (Winemag)
Lecture Video
Discussion on 5th Week's Topic
Linear Regression
Logistic Regression
Dataset for Logistic Regression
Dataset for Linear Regression
Lecture Video
Discussion on 6th Week's Topic
Download - Reading material for KNN
Dataset for KNN
Lecture Vedio
Lab Evaluation(PC C)
Submit your project presentation here
Lab Final Exam(PC C)
Next Activity