Gradient, CNN, Evolution of Deep Learning
What's New? (5/2)
Gradient
I finished the last chapter of the India Edition of our popular Deep Learning Math Workbook. Here’s the preview. This chapter teaches you what happens if you change the weight of a connection and how to calculate “gradient” to quantify the change.
Please download the PDF and give it a try. Let me know what you think.
CNN
How can you calculate a Convolutional Neural Network (CNN) by hand? ✍️ I posted two lecture videos to show you Forward pass and Backward pass. How do you like my creative thumbnail design? 😉 I feel a bit dizzy upside down.
Evolution of Deep Learning
As my tribute to Geoff Hinton's Nobel Prize, I drew this animation to illustrate the key idea behind Hinton's major contributions to deep learning over the years, with artistic liberty.
