Machine Learning: Bayes Decision Theory

Hey guys, today we'll go through some theory.
We'll take a look at Bayes Decision Theory, try to grasp the fundamentals, and understand its concept.
Enjoy!

[@lmaoxd2957]

holy shit dude, your videos are top notch, this one was definitely another level and seemed more educational compared to your more relaxed videos, good luck with ur career 🙌🙌🙌

[@borismeinardus]

Thank you very, very much! I would like to have a good mix between really thematically educational content, relaxed "educational" content, where I talk about my experiences but also just videos, where I show parts of my work and life :) Don’t know yet if that is a good approach haha, but I hope people enjoy the one or the other video :) I'm really grateful for such nice comments ☺️

[@haolunpeng6477]

Thank you! I've been confused with the P(x) in generation models like VAEs for days! And your video helped me understand the concept in 15 minutes! :)))))))

[@borismeinardus]

I‘m really glad to hear that!! 😊

[@GeorgeDole]

Boris. Bravo. Love this video. I'll watch again to fully refresh my memory of this topic.

[@DrWonderVoll]

Thanks for making these videos man. The visualizations are pretty intuitive to understand Good work!!!

[@borismeinardus]

Thank you ☺️

[@sladeTek]

You could've definitely joined 3b1b's contest. Amazing work!

[@borismeinardus]

Thanks! This was my first time using the simulation tool 😅 Just trying to talk about things that I have learned :)

[@pedram4967]

Thank you Boris.It would be nice to make a video about differences between "Kullback-Leibler divergence" ,maximum likelihood and D prime in psychophysics.

[@borismeinardus]

I'm sadly not familiar with "D prime in psychophysics", but regarding the maximum likelihood video: I already have one covering it (kzbin.info/www/bejne/qZjYoJ9maNmZjdE) 😊

[@wentingwang883]

Thank you! It's so clear and helpful!

[@borismeinardus]

I'm really glad it helped! ☺️🙏🏼

[@bernardpo-chengtseng7966]

Thank you! Your video definitely deserves more like! Greetings from Taiwan~~

[@borismeinardus]

Thank you! It really really makes me happy to see someone linking it 😊 Greetings from Germany 👋🏼

[@Vytex0]

Thank you very much for this video, that was really understandable and useful ! Pursue like that 😊

[@borismeinardus]

I‘m really happy to hear that! 🫡😊

[@usamaahmad7191]

you are doing great job, i loved your video its easily understandable, the way you taught

[@borismeinardus]

Thank you! Glad it was helpful!

[@enjoycoding7898]

Hi, thank you for this video, please share your video on Logistic Regression in detail

[@subhobratamukharjee1783]

Very good explanation please make more machine learning related videos

[@borismeinardus]

Thank you! Already have some more planned :)

[@nghianguyentrong8952]

Great Visualization

[@borismeinardus]

thank you ☺️☺️

[@lekhaprajapati2708]

I like your video sir.. I want to learn all topics about pattern Recognition

[@borismeinardus]

Thank you very much! I‘ll do my best to also continue my ML series!

[@anshumansinha5874]

Hey Boris, have you uploaded the next video of this series? I assume it would be on Naive bayes classifiers.

[@borismeinardus]

Hi! Back when I started this series I continued with Maximum likelihood estimation and Fishers LDA :)

[@subhobratamukharjee1783]

Please a make a video of logistic regression with similar animation explaining the decision surfaces

[@borismeinardus]

Will be in the making soon! First I have a few before that one. :)

[@katielui131]

Where's the next video friend?

[@theomichel8405]

I see the inpiration from our friend Klaus, but much clearer and shorter thanks ^^

[@borismeinardus]

haha yeah, thanks 😊

[@MTVMusicAG]

wer ist 3b1b, ich gucke Boris Meinardus

[@borismeinardus]

haha ich glaube er hat etwas mehr Auswahl und vor allem Wissen Aber thanks for the support!