What are Maximum Likelihood (ML) and Maximum a posteriori (MAP)? ('Best explanation on YouTube')

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Explains Maximum Likelihood (ML) and Maximum a posteriori (MAP) estimation/detection using a Gaussian measurement/sampling example.

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You're the professor I wished I had in my college! Thankyou!!

ayushkumarrai
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What you just fabulously explained in 15 lines, takes 4+ blackboards to many Indian teachers to explain even less than that. Thank you so much for sharing your knowledge here.

arvindp
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The best explanation on ML and MAP! I finally understood them. Thank you!

junchiliu
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You explain the concept not only very concise way but also in saving paper. I appreciate you for both the topic and the saved paper.

burakkurt
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I found your videos at the right moment, they cover a lot of the basics of my 1st semester master courses. Thank you. A nice topic you could cover that comes up a lot in detection and estimation is the Cramer-Lao Lower Bound

Peolorios
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This is a fantastic video that answered so many questions I had while working through my academic coursework. Thank you so much for uploading!

aidankennedy
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Thanks a lot! One of the most simplest explanations on YouTube

maclee
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Amazing. Make a series of Probabilistic ML Models!

rahulrustagi
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This is the best explanation in the world, thank you !

jizong
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I finally get the difference between the two! Thank you!

NeilDeshpande
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I'm currently learning about autoencoders and it's based on this topic! very helpful and intuitive. Thank you!

SouthEsVideos
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Thank you so much Sir Iain. You made my day. Great explanation regrading MAP and ML. Hats off Iain

ashokmahipathi
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Definitely "Best explanation on YouTube" !! ❤ Thanks a lot Sir.

sayantankundu
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Very good explanation with right amount of details and relevant examples. Thanks a million.

heroszeros
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Thanks so much for this video, explained it much better with my lecturer!!!

prietessutube
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Thanks for your super simple explanation. I now understand how to apply it.

peterkimemiah
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best explanation of the ML and MAP on youtube
thank you

abderrahmanetayebcherif
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Wow! Amazing way of explaining these complex ideas.

shahabansari
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holy what a clear explanation. it ended my 2 day struggle of not getting it in 18 minutes!!!! thank you

NoahElRhandour
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Outstanding video! You sir have saved the day, again!

ivanrodionov