@hieuluc8888

I couldn't really understand what a computational graph was until I watched this video. Thank you very much.

@Slim

Spent the past weeks trying to grasp backpropagation mathematically. Spent countless days on videos and textbooks. This is by far the most intuitive explanation. Just subbed. Thank you.

@leonmark2416

the best session tha i can recommend to anyone. I studied computer science and i am not good at math and this was really a saver to coninue on.

@dxlorean2938

hands down best video about backpropagation out there. subbed

@cgqqqq

the EXACTLY video im looking for and 2:58 is the GEM, everybody is trying to explain backprop of each single weight of each layer w11, w12, w13, then you will drown, image there are100 layers, how to calculate w11, w12, ... w100, even a super computer will blow up. You really need to look at all weights in a single layer as a MATRIX, this is the magic and HACK of linear algebra, only by doing this, no matter how deep the NN is and how many nodes there is in a layer, you will not be afraid of it

@FelipeeNobrega

Wow! Straight to the point
You simplified the complex stuff I was struggling with

@asfandiyar5829

Thank you again! This was incredibly simple to understand and exactly what I was looking for.

@parisahajibabaee2893

You can present complex information in simplified manner, many thanks!

@omnnnooy3267

I cannot express how thankful I'm !

@esper5429

The only video that explained me everything

@patrikszepesi2903

at 12:18 at the bottom right corner i think the matrix with the xs should be a 1 x 3 matrix and not a 3x1 matrix, otherwise the matrix multiplication wont work

@karthikb.s.k.4486

Nice session

@user-db2zx3ox7u

very good thanks

@williammartin4416

Very helpful

@Fantastics_Beats

I love you brother your teaching

@sparklexscrewyachivements813

thanks for meaningful describe

@sudheeshe1384

Can you explain about  optimizer state

@karthikb.s.k.4486

Can you please do a video on different cross validation techniques in machine learning

@shahulrahman2516

Great video

@polycarpnalela2297

Thanks!! It was very useful