Machine and Deep Learning Blogs

Here are some writings on aspects of machine and deep learning, comprising of discussions of both well-established stuffs and (hopefully) new research findings: 

A Historical but Still Technically Basic Look at CNNs series

I) A Historical but Still Technically Basic Look at CNNs: Part 1 (out of 3): LeNet and AlexNet

https://sites.google.com/view/research-webpage-of-g-y-lee/mldl-blogs/from-lenet-to-beyond-historical-but-still-technical-look-at-cnns 

II) A Historical but Still Technically Basic Look at CNNs: Part 2 (out of 3): VGG16/19, InceptionNet and GoogLeNet

https://sites.google.com/view/research-webpage-of-g-y-lee/mldl-blogs/a-historical-but-still-technically-basic-look-at-cnns-part-2-out-of-3?authuser=0 

III) A Historical but Still Technically Basic Look at CNNs: Part 3 (out of 3): ResNet, Inverted ResNet, and a Few More (Under Construction)

https://sites.google.com/view/research-webpage-of-g-y-lee/mldl-blogs/a-historical-but-still-technically-basic-look-at-cnns-part-3-out-of-3