How optimization for machine learning works, part 1

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...

[@MaakaSakuranbo]

I like that tea-drinking always causes non-zero suffering

[@aminuabdulsalami4325]

This is the best explanation of Optimization I have ever come across. This guy is talented

[@miscluke8445]

Brilliant! One of the best explanation to descent gradient I have ever seen. Well done man

[@elyakimlev]

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]

I like how you make examples to explain the concepts of each method! Brilliant and easy to understand! Thank you so much!!!

[@BrandonRohrer]

Thanks Madison :)

[@boxingexpert9065]

Your videos helped me a lot in my FYP. Thank you

[@alialsabe]

Excellent video! Thank you!

[@gilbertoycosta]

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]

Thank you kindly! That means a lot Gilberto.

[@tomislater]

Your videos are very informative. Thank you!

[@bubblez9266]

very helpful and clear, thank you!

[@absar66]

Great explanation..thank you

[@boscocck2487]

indeed helped. Thanks for the great video

[@Banana-sq1hl]

Best explanation ever

[@CR-ni4mx]

Nicely done

[@Moatssim]

wow, thank you very much , this really helpful

[@leeornehardea7137]

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.

[@ZebaNaqvi]

You are a good teacher

[@BrandonRohrer]

Thank you, Zeba :)

[@ashish54713]

Thanks for the great explanation oh mighty bearded one !

[@corydiehl764]

Awesome, new videos ^^

[@gamergurlwinter]

just burnt my tongue today with a slightly wrong judgement with tea temp :D love this example.

[@ratualmira1756]

thanks for give a caption, helpful!

[@RAJIBLOCHANDAS]

Nice video

[@jdkanchana5289]

hey, any ideas on what is fuzzt rule based model, lasso regression?

[@TheDarkzHD]

I was drinking tea while watching this, *it was too hot*

[@MartinLichtblau]

We need intelligent optimization approaches, that make thoughful decisions and not just random guessing.

[@zrmsraggot]

7:29 😂

[@thepacifist19]

why does he look like man utd gk david de gea

[@levipl]

damn the reverb in this vid needs optimizing

[@tsunamio7750]

Did you ever plan on teaching a computer to play dwarf fortress?

[@liudreamer8403]

drinking tea......

[@phillipabramson9610]

WOW! Truly impressive teacher. YOU should get professors fired for not being on your level.

[@sanguineotter]

so what you're saying is, Buddha should have used ML to minimize suffering. got it.

[@Qornv]

Please space out uploads as it pushes everything else down