NMCS4ALL: Machine Learning (full version)

[@rock00dom]

Aw man, your vids are so cool and easy to understand! It's sad that I've only discovered this channel just now!

[@tijssens]

you are a tremendous teacher...this channel's gonna be big

[@DaveAckley]

Mattijs Van De Walle We'll see! Thanks for the comment.

[@stephanusschoeman6226]

Wow, this guy actually looks and sounds more natural at a speed of 1.25! Love this topic and this video!! Thanks dude

[@alxcnwy]

Some of the best compsci vids I've ever seen, thank you so much! :)

[@DaveAckley]

Alex Conway Thanks for the comment!

[@AI_Life_HacksxXx]

Wow an awesome explanation you are good positive reinforcement ok no

[@DaveAckley]

😅

[@Unhacker]

Excellent, all of these vids are excellent man, thanks!

[@georgeroth]

Your work is super interesting, but I would like to give a huge positive cookie for your presentation style too. I have watched a lot of your videos by now and besides the actual topics that you cover, I have learnt a lot in how to present ideas in a calm, meaningful, reserved but still super interesting and fun way. You have a new... fan? Something. Best of luck with your work Dave!

[@DaveAckley]

Yum yum tasty! Thanks for the note.

[@gcgrabodan]

Is there a way of determining how many layers of a neural network are neccessary for it to abstract/generalize a concept? E.g. if we play chess: Obviously as you sayed one layer would not be enough. But can we know or proof how many layers I need such that the network develops concepts such as control of the center or block a passed pawn etc?

[@DaveAckley]

+gcgrabodan There's rarely an exact number of layers implied by a problem, and the details tend to really matter---more layers can sometimes even make things worse. For now anyway, neural net design is still as much art as science.

[@heylookimgaming4656]

what does the y axis of the beta distribution graph represent?

[@MrJoerT]

Amazing stuff. Very well explained.

[@marianopanski823]

Great learning video, thanks for your effort :)

[@aliceoculus5593]

You sir, are amazing. Great Video! :)

[@meepmeep4931]

Fun video, I enjoyed this a lot!

[@RRRooooDDDD]

cool presentation! i really wish you were my teacher...

[@MouseGoat]

So what you saying is..... Bush is a cat robot, got it! :D

[@trejohnson7677]

We not going to just gloss over that shroom quip.

[@Estlib]

ads will get nothing but negative cookies from me >:C

[@DaveAckley]

+Estlib Anon The Breakfast of Champions! Oh wait.

[@rewritethestars..5908]

Can we talk personally...?

[@AuddityHipHop]

anyone else think of plumbus when he said fleeb and gloob?