Gaussian Mixture Model

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Intro to the Gaussian Mixture Model in machine learning

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The best explanation of GMMs on YouTube

pakoraize

I really love that you talked about the big picture, what the variables mean, and how they relate to each other. The last 2 minutes of the video really explains everything to me. My professor in school spends most of the time showing us the technicalities in the math part, like how to take the derivatives, which seems to totally miss the important points but is just a big showoff.

ljb

The best way to explain a concept is by keeping it simple. Hands down the best explanation ever !

anirudhrvs

WOW you are honestly an incredible teacher. My normal experience learning some ~"deep" concept like this is comprehending 30% of the material and needing to search at length to find answers to the questions I have about the remaining 70%. Watching this video, despite the fact that I had almost no background, you paused to answer 95% of the questions I would've otherwise had (e.g. "what is this big pi notation?"). I wish I had teachers like you in college - you truly are making me believe in the value of a competent professor over merely reading textbooks (which is the only way I got any learning done in college).

KasperKubica

Whenever I need to understand a new concept, I search your channel. Thank God, you have this!

hahahaYL-hx

I love that you talk about its assumptions, the reason for using it vs K means, etc. All the important questions answered.

Raven-bixn

Way better than my professor who couldn't explain it in one semester. You are a great teacher. thanks very much.

HiraLal-qbiz

bro i just put on notifications on this channel, you are blessing sent from the heavens

thedailyepochs

Man I SWEAR, you are a legend, I watched videos for faculty staff from very famous universities, they didn't explain it half clear and simple as you did,
THANK YOU, THANK YOU, THANK YOU :-)

mosama

You are the most underrated machine learning conceptual lecturer I can find on youtube...

ricardogomes

the way explained it is so practical as well as theoretical, on top of that easy to understand. Respect to you sir. Thanks a lot

keshavsharma

Really gives a simple but clear explanation of the model! Better than the book's explanation!

ligezhang

*Probably the best explanation out there. Taught better than my professor.*

quahntasy

couldnt understand GMM in my expensive six month long semester classes but understood it now in 7.5 mins by watching this free video in 2x! Thanks Ritwik! Weird world we live in lol

theroshanantony

I really really appreciate the effort in making this video. Truly helped in understanding the GM model

gravitycuda

By far the best explanation I found!

yasirkhatri

I came here looking for clarity on an adjacent topic that is quite different from what you were teaching, but I have a good idea of how my own troublesome matter is supposed to work. Thanks for this awesome explanation!

CMDPromptify

Thank you so much, watching your Em model video before watching this one helped me to understand things even better.

talibdaryabi

Dude, you broke it down so clearly even I could understand it! Well done!

veloenoir

I came from the Deep Learning book (Goodfellow, Bengio et al.), and I must say you have done a phenomenal job explaining GMM as compared to that literature.

maharshiroy

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