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Allen Downey

Number of videos:
3
Bayesian statistics made simple
PyCon US 2014
Allen Downey
Recorded: April 12, 2014Language: English

An introduction to Bayesian statistics using Python. Bayesian statistics are usually presented mathematically, but many of the ideas are easier to understand computationally. People who know Python can get started quickly and use Bayesian analysis to solve real problems. This tutorial is based on material and case studies from Think Bayes (O'Reilly Media).

Bayesian statistics made simple
PyCon US 2013
Allen Downey
Recorded: March 13, 2013Language: English

An introduction to Bayesian statistics using Python. Bayesian statistics are usually presented mathematically, but many of the ideas are easier to understand computationally. People who know some Python have a head start.

We will use material from Think Stats: Probability and Statistics for Programmers (O’Reilly Media), and Think Bayes, a work in progress at http://thinkbayes.com.

Bayesian statistics made (as) simple (as possible)
PyCon US 2012
Allen Downey
Recorded: March 7, 2012Language: English

This tutorial is an introduction to Bayesian statistics using Python. My goal is to help participants understand the concepts and solve real problems. We will use material from my book, Think Stats: Probability and Statistics for Programmers (O’Reilly Media).