Course Schedule

Note this tentative schedule is subject to change. Please check the schedule regularly.

Last Updated: 08/24/2024

Week	Starting	Topics	Reading	Notes
1	8/26/24	T: Lec1 - Course introduction and data mining	Ch. 1	Mon: HW1 out
		H: Lec2 - Data and data warehousing
2	9/2/24	T: Lec3 - Data Preprocessing	Ch. 2
		H: PE1 - Data Preprocessing Exercises
3	9/9/24	T: Lec4 - Classification Part 1	Ch. 5	Mon: HW1 due; HW2 out; Quiz 1 out
		H: Lec5 - Classification Part 2
4	9/16/24	T: PE2 - Classification Exercises	Ch. 6	Mon: Paper reading open; Quiz 2 out
		H: Lec6 - Ensemble techniques
5	9/23/24	T: PE3 - Ensemble Techniques Exercises	Ch. 7	Mon: HW2 due; Quiz 3 out
		H: Lec7 - Deep learning & ANN
6	9/30/24	T: PE4 - ANN	Ch. 10	Mon: Project proposal due; Quiz 4 out
		H: Lec8 - CNN
7	10/7/24	T: PE5 - CNN Exercises	Ch. 11	Mon: HW2 due; Quiz 5 out
		H: Fall Break, No Classes
8	10/14/24	T: Exam 1	Ch. 14	Mon: HW3 out
		H: Lec9 - Clustering
9	10/21/24	T: PE6 - Clustering Exercises	Ch. 9	Mon: Paper reading due; Quiz 6 out
		H: Lec10 - NLP
10	10/28/24	T: Lec11 - LLM		Mon: HW3 due
		H: PE7 - NLP		Fri: Project milestone due.
11	11/4/24	T: Lec12 - Dimensionality Reduction	Ch. 8	Mon: HW 4 out; Quiz 7 out
		H: PE8 - PCA Exercises
12	11/11/24	T: Paper Presentation Group 1		Mon: Paper Presentation due
		H: Paper Presentation Group 2
13	11/18/24	T: Lec13 - Association Rule Learning	Medium Article *	Mon: HW4 due; Quiz 8 out
		H: PE9 - ARL Exercises
14	11/25/24	T: Exam 2
		H: Thanksgiving Break, No Classes		Sun: Final Project Due
15	12/2/24	T: Final Project Presentation Group 1		Mon: Project presentation slides due
		H: Final Project Presentation Group 2
16	12/9/24	T: No Classes
		H: 11-2PM: Final Project Presentation Group 3 (if needed)		Thur: Revised code and final paper due

* Medium Article

Last updated on May 5, 2019