Category Archives: education

Python Pandas Intros

I’m going to give a Python Pandas guest lecture in the Python Science class next week, and I thought I’d take a look at the Pandas intros that are out there. There are a lot now! Here are some that I flipped through:

http://pandas.pydata.org/pandas-docs/stable/10min.html

http://nbviewer.ipython.org/gist/fonnesbeck/5850375

http://www.gregreda.com/2013/10/26/intro-to-pandas-data-structures/

http://www.gregreda.com/2013/10/26/working-with-pandas-dataframes/

http://www.gregreda.com/2013/10/26/using-pandas-on-the-movielens-dataset/

http://synesthesiam.com/posts/an-introduction-to-pandas.html

http://www.datarobot.com/blog/introduction-to-python-for-statistical-learning/

http://www.kevinsheppard.com/images/0/09/Python_introduction.pdf

http://blog.kaggle.com/2013/01/17/getting-started-with-pandas-predicting-sat-scores-for-new-york-city-schools/

Its fun being a teacher in the age of information.

Leave a comment

Filed under education

Will I attend a MOOC?

The author of one of the best books on data visualization is giving a massively open online course (MOOC) this fall. I’m going to check it out. You may be interested, too.

http://www.thefunctionalart.com/2013/09/the-third-introduction-to-infographics.html

Comments Off

Filed under dataviz, education

Grad School Advice

It is getting to be the season of new students, and I was inspired to round up a few links on grad school:

Advice for new students from Jennifer Rexford: https://freedom-to-tinker.com/blog/jrex/advice-new-graduate-students/
Managing your advisor by Nick Feamster: http://greatresearch.org/2013/08/14/managing-your-advisor/
A simple test for those thinking of doing a PhD: http://blog.prof.so/2013/06/test.html

Comments Off

Filed under education

PBFs in the Field

It is that time of year again, when the IHME post-bachelors fellows go off for their field placements. Some are keeping nice blogs of their experience:

p.s. The comment spam was getting so bad, I had to turn it off. PBFs, email me if you would like your blog listed here, too.

Comments Off

Filed under education, global health

The Mastery Table for Planning Classes

I’m quite taken with the Software Carpentry approach to teaching scientists computer skills, especially since I saw it in action in UW a few months ago. One aspect that I’ve been trying out for my own course is the “mastery table” approach that the Software Carpentry Instructor Study Groups use. Here is a mastery table for teaching version control. I have made a few of my own, but I don’t think I said enough for any novice to leave competent, according to my ambitions. I will keep trying.

2 Comments

Filed under education

ML vs Stats

What is the difference between machine learning and statistics? Can it be captured in a tweet?

1 Comment

Filed under education

UW Math Day

I had a fun time on Monday talking to area high school students at the UW Math Department’s annual Math Day event. My slides and some others are now on the web.

8591383384_0a95b86231_c

Comments Off

Filed under education