Eric J Ma Bayesian Statistical Analysis with Python PyCon 2017

"Speaker: Eric J. Ma
You've got some data, and now you want to analyze it with Python. You're on your way to greatness! Now the problem comes: do I do the t-test? Chi-squared test? How do I decide? In this talk, inspired by many Pythonista Bayesians (@jakevdp, @allendowney, @twiecki, @fonnesbeck) before, I will show you how you can take common statistical decision problems, formulate them as a Bayesian analysis problem, and use PyMC3 as your workhorse tool for gaining insights. This talk will be math-light and code-heavy, and if you download the slides, you'll have a simple template for more complex Bayesian analysis down the road!
Slides can be found at: speakerdeck.com/pycon2017 and github.com/PyCon/2017-slides"

[@arielsoto6509]

Excellent presentation!

[@eunylsonlopes4774]

One of the most pragmatic presentations on Bayesian Inference I've seen so far on KZbin! Congrats and thank you! :)

[@ThePaintingpeter]

This was a fantastic talk! The level of 'expertise' it was aimed for was great! Thank you.

[@juliocardenas4485]

Beautiful

[@user-or7ji5hv8y]

great presentation! very clear examples, really helps to learn pymc3.

[@matthewdrury6443]

Good talk. When you compare the histograms of posterior samples, you have them lined up vertically. It would be really useful to do `sharex=True`, then the viewer could visually compare the posteriors.

[@niceday2015]

Great talk, I learn quite a lot from that. Thank you!

[@hasben0]

Bro is funny😂😂. Keept me engaged for sure👍💯

[@bharatruparel9424]

Hello Eric, Can you do Bayesian Statistical Analysis in Python course for Datacamp along these lines? I enjoyed your Network Analysis course I and am looking forward to do recently released follow up course.

[@juliocardenas4485]

Bharat, do you have a link to the network analysis course ?

[@bharatruparel9424]

@@juliocardenas4485 Sorry Julio, I don't have the DataCamp membership any more

[@user-wr4yl7tx3w]

But how was practical equivalence set?

[@ivanzakharchuk7952]

For some reason pm.traceplot(coin_trace) doesn't execute in my notebook. It gets stuck and don't show graphs. Did anyone has this problem and how to fix it?