Eric J Ma Bayesian Statistical Analysis with Python PyCon 2017
ฝัง
- เผยแพร่เมื่อ 30 มิ.ย. 2024
- "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"
One of the most pragmatic presentations on Bayesian Inference I've seen so far on TH-cam! Congrats and thank you! :)
This was a fantastic talk! The level of 'expertise' it was aimed for was great! Thank you.
Excellent presentation!
great presentation! very clear examples, really helps to learn pymc3.
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.
Great talk, I learn quite a lot from that. Thank you!
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.
Bharat, do you have a link to the network analysis course ?
@@juliocardenas4485 Sorry Julio, I don't have the DataCamp membership any more
Beautiful
Bro is funny😂😂. Keept me engaged for sure👍💯
But how was practical equivalence set?
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?