CIS 4190/5190: Applied Machine Learning (Fall 2023)
syllabus      schedule      files      resources


This is a tentative schedule.


week 1

(Wed, 8/30) Lecture 1: Introduction [slides]
(Wed, 8/30) HW 1 Released [written] [coding]


week 2

(Wed, 9/6) Lecture 2: Linear Regression Part 1 [slides]


week 3

(Mon, 9/11) Lecture 3: Linear Regression Part 2 [slides]

(Wed, 9/13) Lecture 4: Linear Regression Part 3 [slides]
(Wed, 9/13) HW 1 Due (8pm)
(Wed, 9/13) HW 2 Released [written] [coding]

(Thu, 9/14) Quiz 1 Released


week 4

(Mon, 9/18) Lecture 5: Logistic Regression Part 1 [slides]

(Wed, 9/20) Lecture 6: Logistic Regression Part 2 [slides]

(Thu, 9/21) Quiz 1 Due (8pm), Quiz 2 Released


week 5

(Mon, 9/25) Lecture 7: K Nearest Neighbors [slides]

(Wed, 9/27) Lecture 8: Decision Trees [slides]
(Wed, 9/27) HW 2 Due (8pm)
(Wed, 9/27) HW 3 Released [written] [coding]

(Thu, 9/28) Quiz 2 Due (8pm), Quiz 3 Released


week 6

(Mon, 10/2) Lecture 9: Ensembles Part 1 [slides]

(Wed, 10/4) Lecture 10: Ensembles Part 2 [slides]

(Thu, 10/5) Quiz 3 Due (8pm), Quiz 4 Released


week 7

(Mon, 10/9) Lecture 11: Data Wrangling and K Means Clustering [slides]

(Wed, 10/11) Lecture 12: Principal Components Analysis [slides]
(Wed, 10/11) HW 3 Due (8pm)
(Wed, 10/11) HW 4 Released [written] [coding]
(Wed, 10/11) Quiz 4 Due (8pm)

(Thu, 10/12) Quiz 5 Released


week 8

(Mon, 10/16) Lecture 13: Neural Networks Part 1 [slides]

(Wed, 10/18) Lecture 14: Neural Networks Part 2 [slides]
(Wed, 10/18) Project Milestone 1 Due (8pm)

(Thu, 10/19) Quiz 5 Due (8pm), Quiz 6 Released


week 9

(Mon, 10/23) Lecture 15: Neural Networks Part 3 [slides]

(Wed, 10/25) Lecture 16: Computer Vision Part 1 [slides]
(Wed, 10/25) HW 4 Due (8pm)
(Wed, 10/25) HW 5 Released [written] [coding]

(Thu, 10/26) Quiz 6 Due (8pm), Quiz 7 Released


week 10

(Mon, 10/30) Lecture 17: Computer Vision Part 2 [slides]

(Wed, 11/1) Lecture 18: Natural Language Processing Part 1 [slides]

(Thu, 11/2) Quiz 7 Due (8pm), Quiz 8 Released


week 11

(Mon, 11/6) Lecture 19: Natural Language Processing Part 2 [slides]

(Wed, 11/8) Lecture 20: Natural Language Processing Part 3 [slides]
(Wed, 11/8) HW 5 Due (8pm)
(Wed, 11/8) HW 6 Released [written] [coding]

(Thu, 11/9) Quiz 8 Due (8pm), Quiz 9 Released


week 12

(Mon, 11/13) Lecture 21: Reinforcement Learning Part 1 [slides]

(Wed, 11/15) Lecture 22: Reinforcement Learning Part 2 [slides]
(Wed, 11/15) Project Milestone 2 Due (8pm)

(Thu, 11/16) Quiz 9 Due (8pm), Quiz 10 Released


week 13

(Mon, 11/20) Lecture 23: Recommender Systems [slides]


week 14

(Mon, 11/27) Lecture 24: Ethics Part 1 [slides]

(Wed, 11/29) Lecture 25: Ethics Part 2 [slides]

(Thu, 11/30) HW 6 Due (8pm)
(Thu, 11/30) Quiz 10 Due (8pm)


week 15

(Mon, 12/4) Lecture 26: Ethics Part 3 [slides]

(Wed, 12/6) Lecture 27: Review Part 1

(Fri, 12/8) Project Milestone 3 Due (8pm)


week 16

(Mon, 12/11) Lecture 28: Review Part 2


finals week

(Thu, 12/14) Final Exam, 3-5pm in CHEM 102