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How optimization for machine learning works, part 1 

Brandon Rohrer
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Part of the End-to-End Machine Learning School course library at e2eml.school
See these concepts used in an End to End Machine Learning project:
end-to-end-machine-learning.t...
Watch the rest of the How Optimization Works series:
end-to-end-machine-learning.t...

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13 окт 2018

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Комментарии : 39   
@MaakaSakuranbo
@MaakaSakuranbo 5 лет назад
I like that tea-drinking always causes non-zero suffering
@aminuabdulsalami4325
@aminuabdulsalami4325 4 года назад
This is the best explanation of Optimization I have ever come across. This guy is talented
@miscluke8445
@miscluke8445 5 лет назад
Brilliant! One of the best explanation to descent gradient I have ever seen. Well done man
@elyakimlev
@elyakimlev 5 лет назад
Excellent! I really liked the explanation. This will complete my Linear Algebra / Calculus /Optimization trio I was missing to truly understand Machine Learning. Thank you very much, sir!
@sincity208
@sincity208 Год назад
I like how you make examples to explain the concepts of each method! Brilliant and easy to understand! Thank you so much!!!
@BrandonRohrer
@BrandonRohrer Год назад
Thanks Madison :)
@gilbertoycosta
@gilbertoycosta Год назад
Congratulations! This is the best, clearest and most didactic video I've ever seen on any kind of math problem. The way you use a simple real world example is amazing and makes everything very easy to understand. Fantastic!
@BrandonRohrer
@BrandonRohrer Год назад
Thank you kindly! That means a lot Gilberto.
@boxingexpert9065
@boxingexpert9065 5 лет назад
Your videos helped me a lot in my FYP. Thank you
@tomislater
@tomislater 5 лет назад
Your videos are very informative. Thank you!
@alialsabe
@alialsabe 2 года назад
Excellent video! Thank you!
@absar66
@absar66 5 лет назад
Great explanation..thank you
@bubblez9266
@bubblez9266 2 года назад
very helpful and clear, thank you!
@leeornehardea7137
@leeornehardea7137 3 года назад
Great video! What are some examples of these genetic algorithms/ simulated annealing? I feel the SGD, ADAM, and similar ones are getting all the attention.
@boscocck2487
@boscocck2487 2 года назад
indeed helped. Thanks for the great video
@Banana-sq1hl
@Banana-sq1hl 4 года назад
Best explanation ever
@ZebaNaqvi
@ZebaNaqvi 3 года назад
You are a good teacher
@BrandonRohrer
@BrandonRohrer 3 года назад
Thank you, Zeba :)
@gamingandirlwinter
@gamingandirlwinter 4 года назад
just burnt my tongue today with a slightly wrong judgement with tea temp :D love this example.
@ashish54713
@ashish54713 5 лет назад
Thanks for the great explanation oh mighty bearded one !
@Moatssim
@Moatssim 2 года назад
wow, thank you very much , this really helpful
@corydiehl764
@corydiehl764 5 лет назад
Awesome, new videos ^^
@CR-ni4mx
@CR-ni4mx 2 года назад
Nicely done
@jdkanchana5289
@jdkanchana5289 3 года назад
hey, any ideas on what is fuzzt rule based model, lasso regression?
@ratualmira1756
@ratualmira1756 2 года назад
thanks for give a caption, helpful!
@RAJIBLOCHANDAS
@RAJIBLOCHANDAS 2 года назад
Nice video
@TheDarkzHD
@TheDarkzHD 5 лет назад
I was drinking tea while watching this, *it was too hot*
@MartinLichtblau
@MartinLichtblau 5 лет назад
We need intelligent optimization approaches, that make thoughful decisions and not just random guessing.
@levipl
@levipl 4 года назад
damn the reverb in this vid needs optimizing
@thepacifist19
@thepacifist19 2 года назад
why does he look like man utd gk david de gea
@zrmsraggot
@zrmsraggot 2 года назад
7:29 😂
@tsunamio7750
@tsunamio7750 5 лет назад
Did you ever plan on teaching a computer to play dwarf fortress?
@phillipabramson9610
@phillipabramson9610 2 года назад
WOW! Truly impressive teacher. YOU should get professors fired for not being on your level.
@liudreamer8403
@liudreamer8403 2 года назад
drinking tea......
@sanguineotter
@sanguineotter 3 года назад
so what you're saying is, Buddha should have used ML to minimize suffering. got it.
@Qornv
@Qornv 5 лет назад
Please space out uploads as it pushes everything else down
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