Course Schedule

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

Last Updated: 06/29/2022

Week	Starting	Topics	Reading	Notes
1	8/22/22	T: Lec1 - Course introduction and data mining	Ch. 1	Mon: HW1 out
		H: Lec2 - Data and data warehousing
2	8/29/22	T: Lec3 - SQL and data extraction	Ch. 2
		H: Lec4 - Data Preprocessing
3	9/5/22	T: PE1 - Data Preprocessing Exercises	Ch. 5	Mon: Quiz 1 Out; HW1 due
		H: Lec5 - Classification Part 1
4	9/12/22	T: Lec6 - Classification Part 2	Ch. 6	Mon: HW2 out
		H: PE2 - Classification Exercises
5	9/19/22	T: Lec7 - Ensemble techniques	Ch. 7	Mon: Quiz 2 Out
		H: PE3 - Ensemble Techniques Exercises
6	9/26/22	T: Lec8 - Deep learning and Multi-layer Perceptrons	Ch. 10	Mon: Quiz 3 Out; HW2 due
		H: PE4 - ANN Exercises
7	10/3/22	T: Lec9 - Convolutional neural networks	Ch. 11	Mon: Quiz 4 Out
		H: Fall Break, No Classes
8	10/10/22	T: PE5 - CNN Exercises	Ch. 14	Mon: HW3 out.
		H: Exam 1
9	10/17/22	T: Project milestone demo	Ch. 9	Mon: Quiz 5 Out
		H: Lec10 - Clustering
10	10/24/22	T: PE6 - Clustering Exercises	Medium Article	Mon: Quiz 6 Out
		H: Lec11 - Association Rule Learning
11	10/31/22	T: PE7 - ARL Exercises	Ch. 8	Mon: Quiz 7 Out; HW3 due; HW 4 out.
		H: Lec12 - Dimensionality Reduction
12	11/7/22	T: PE8 - PCA Exercises	All Notes
		H: Exam 2		Sun: Paper Presentation due
13	11/14/22	T: Paper Presentation Group 1		Mon: Quiz 8 out, HW 4 due.
		H: Paper Presentation Group 2
14	11/21/22	T: Paper Presentation Group 3 (if needed)
		H: Thanksgiving Break, No Classes		Sun: Final Project Due
15	11/28/22	T: Final Project Presentation Group 1
		H: Final Project Presentation Group 2
16	12/5/22	T: No Classes		Wed: Revised code and final paper due
		H: No Classes

Last updated on May 5, 2019