11d Machine Learning: Bayesian Linear Regression

[@willm5043]

THIS IS THE ONLY GOOD EXPLANATION OF THIS!!! thank you

[@mariiooP]

Instantly subscribed, great explanation!

[@idrissalaybohrkamara1016]

Your explanation was explicit , thank you.

[@clarabaudry5262]

hello thank you for this video. I just have a question regarding the equation at 10:46 for the first term of the top part of the fraction shouldn't it be P(y|X,beta) instead of P(y,X|beta)?

[@shan19key]

How is the distributions of uncertainty in Bayesian linear regression, differ from the confidence intervals of parameters in a frequentist linear regression ?

[@shan19key]

Also, in 2:31, shouldn't the equation at the bottom have (b0 + b1*x) rather than having a minus sign ?

[@GeostatsGuyLectures]

Howdy shan19key. Good catch. I'll fix the lecture and this will be updated in the next iteration. Appreciation!

[@gurns681]

Great explanation and channel!

[@aminghadirian]

13:07 Posterior term is wrong in the text. What is written in the text is likelihood. But otherwise thanks.

[@GeostatsGuyLectures]

Great catch, Amin. I'll add errata to comments, correct this and post in the update. I appreciate the assistance!

[@user-xt9js1jt6m]

very clear ....Thank you

[@samernoureddine]

14:05 - isn't it intractable because the model parameters beta (not the features X) are continuous?

[@diegoarias5732]

Great explanation. Thank you

[@MillerMoore-gq2pe]

Cool video

[@andresavendanobarreto7112]

Nice video ... Can you use Bayesian regression to model nonlinear data? Greetings from Colombia. Thanks

[@ghifariadamfaza3964]

Yes, you can! After all, the "linear" term in linear regression refers to the linearity in the parameter, not the data.

[@wuuyangwuuyang532]

Thank you very much.

[@amoahs7779]

Hi there thanks for your lectures I've benefited heaps from them. I wanted to ask what book you refer to in this video "hasty book on statistical learning" ? Kind regards

[@xxTrashBasherxx]

Hastie, Tibshirani, Friedman - Elements of Statistical Learning

[@jakobforslin6301]

YOU ARE GREAT

[@GeostatsGuyLectures]

Thank you Jakob. I hope the content is helpful!

[@kevinortizgonzalez5147]

It was a great explanation, thank you very much! I was wondering if you could tell the world a little bit about Bayesian Model Selection. One more time, thanks a lot.

[@yuelin3952]

Thank you so much!!!!

[@johnhausmann2391]

good content, too bad you've been using your considerable intellect to benefit big oil. Yuck. What a waste.