Course facts

STAT 545A STAT547M
title Exploratory Data Analysis Basic Training for Data Science
SSC link STAT 545A STAT 547M
credits 1.5 1.5
dates Sep 02, 2014 to Oct 19, 2014 Oct 20, 2014 to Nov 28, 2014
meets Mon Wed 9:30 - 11am Mon Wed 9:30 - 11am
where GEOG 200 (new!) GEOG 200 (new!)
pre-req none (but see below) STAT 545A

Up-to-date info on office hours

What’s up with the two half courses?

For several years, I have taught STAT 545A as a 1.5 credit course. I – and many students – have felt there was alot of great, relevant content that could go into an additional 1.5 credits.

Therefore, in 2014/2015, we will pilot a full semester on data exploration, visualization, and all-around data wrangling. It is structured as two half courses for various reasons, such as allowing STAT 545A alums to register for STAT 547M and get the “missing half” of the course!

Am I allowed to register in …?

Should I register in …?

This course is open to any graduate student at UBC. Students from other departments generally outnumber those from Statistics. In fact, the most successful students are often grad students from other fields who need to analyze and visualize data for a thesis. They are highly motivated and excel.

However, if you have never programmed or worked at the command line before, prepare for a shock. This will be a powerful, positive experience, but it’s a big adjustment. Come suffer through the worst part of the learning curve in good company!

Do I need a computer?

YES. You absolutely must have access to a computer on which you can install software, download data, etc. In fact, class meetings will be a mix of lecture, discussion, and live coding. Students will get the most out of this if they can bring their own laptop to class every day. If this is not possible, we will try to help you work something out.

Where do course marks come from?

Course mark = 75% homework, 15% peer review, 10% engagement (i.e. attendance, participation in discussion in-class and/or online)

Students submit homework once a week. The end result may still resemble a “final project”, but one that has been built up gradually over the term.

Each homework will be evaluated by 3 peer reviewers. The performance of thoughtful peer review will count as 15% of the overall course mark.

No final exam.

How do I get help?