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.
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.
hands down best video about backpropagation out there. subbed
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
Wow! Straight to the point You simplified the complex stuff I was struggling with
Thank you again! This was incredibly simple to understand and exactly what I was looking for.
You can present complex information in simplified manner, many thanks!
I cannot express how thankful I'm !
The only video that explained me everything
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
Nice session
very good thanks
Very helpful
I love you brother your teaching
thanks for meaningful describe
Can you explain about optimizer state
Can you please do a video on different cross validation techniques in machine learning
Great video
Thanks!! It was very useful
@hieuluc8888