Course Calendar Fall 2019

August

Date	Week	Topic	Class materials	Homework	Slides
8/22	1	EDA in Data Science	Agenda		Slides
8/27	2	Summarizing Data	Agenda, Lecture code		Slides
8/29	2	Foundations of Graphics	Agenda	HW, Data	Slides

September

Date	Week	Topic	Class materials	Homework	Slides
9/3	3	ggplot2 fundamentals	Agenda, Lecture code		Slides
9/5	3	Viz: distributions	Agenda, Lecture code	HW, Data
9/10	4	Viz: distributions & correlations	Agenda, Lecture code, Quickfire #1		Slides
9/12	4	Viz: distributions & correlations	Agenda	HW, Data	Slides
9/17	5	Viz: correlations	Lecture code (md, Rmd)		Slides
9/19	5	Viz: rankings & other patterns	Lecture code (md, Rmd)	HW	Slides
9/24	6	Viz: time series	Agenda, Lecture code (md, Rmd)	HW	Slides
9/26	6	Hw Presentation & Review	Agenda	HW

October

Date	Week	Topic	Class materials	Homework	Slides
10/01	7	Midterm Exams	Agenda
10/03	7	Midterm Exams	Agenda, Exam Data
10/08	8	Finish time series + hand back exams + final projects	Agenda, Lecture code		Slides
10/10	8	Introduction to Machine Learning	Agenda		Slides
10/15	9	Unsupervised Learning: Clustering	Agenda, Lecture code		Slides
10/17	9	Unsupervised Learning: Clustering	Lecture code (md, Rmd)	HW
10/22	10	Project check-in day	Agenda
10/24	10	No class (fall break)	Agenda
10/29	11	Unsupervised Learning: Clustering II	Agenda, Lecture code
10/31	11	Unsupervised Learning: Clustering II	Agenda, Rnotes, Quickfire #2, Quickfire #2 data	HW

November

Date	Week	Topic	Class materials	Homework	Slides
11/05	12	Spatial Data: Maps	Agenda, Guest Lecture
11/07	12	Spatial Data: Maps	Agenda, Rmd full script	HW
11/12	13	Text as data	Agenda		Slides
11/14	13	Text as data	Lecture code, Data	HW due 11/22, HW Data 1, HW Data 2, HW Data 3
11/19	14	Unsupervised Learning: PCA	Lecture code		Slides
11/21	14	DATA QUICKFIRE	Quickfire #3!	Final project
11/25	15	Holiday Break	Agenda
11/28	15	Holiday Break	Agenda

December

Date	Week	Topic	Class materials
12/3	16	Group work + Presentation prep!	Project guidelines, Grading guidelines
12/5	16	Group work + Presentation prep!
12/9	Submit slides	11:59 PM
12/10	Final	9AM-12PM ESB 044 Group Presentations & Peer review due	Peer review doc		12/13	Final	11:59 PM ESB Final Project Online Submissions (github)