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I am a Professor at Olin College and the author of a series of books including Think Python, Think Bayes, and Think Stats, all published by O'Reilly Media and available under free licenses from Green Tea Press.

I write a blog called Probably Overthinking It, which is mostly about probability and statistics.

Here is my original web page, which still has most of my research material.

Recent Classes

Spring 2015

Data Science

Signals and Systems

SCOPE

Fall 2014

Computational Bayesian Statistics

Computational DSP

Modeling and Simulation

SCOPE

Spring 2014

Data Science

Software Systems

SCOPE

Fall 2013

Software Design

SCOPE

Spring 2013

Software Engineering

Computational Bayesian Statistics

SCOPE

Fall 2012

Software Systems

Probability and Statistics

SCOPE

Spring 2012

Foundations of Computer Science

Principles of Engineering

Python Epistemology: PyCon Taiwan 2013

In February 2013 I gave a talk for the UCES Award Program at SIAM CSE. Here are my slides:

Complexity talk for UCES at SIAM CSE

On October 12, 2012, I gave a talk at Williams College about Complexity, Computation and Science. Here are the slides:

On June 9, 2012, I led a session at FooCamp called "Fix College". Some of the materials are here.

On May 23, 2012 I gave a talk at Google's Cambridge office about my book, Think Complexity. Here are the slides:

And here's the talk itself:

At PyCon 2012 I taught a tutorial on Bayesian statistics. It is based on Chapters 5 and 8 of my book, Think Stats. Here is the web page I created for the tutorial. And here, courtesy of PyCon and pyvideo.org, is the video. It's three hours long, so get comfortable!

Here's a screencap of me magically deriving Bayes's Theorem:

On October 4 I am doing a webcast with O'Reilly Media; the subject is statistical hypothesis testing. I make the argument that if you know how to program, you can do hypothesis testing with simple simulations. Here is the announcement and my slides.

Here are my slides for a talk at Google, September 19, 2011:

Notes for a talk at the Boston Python Meetup.

In September 2011 I presented my book, Think Stats, as part of the Authors@Google series. Here are my slides: