Singular Value Decomposition (Medium)

Whether you want to compress an image or calculate pseudo-inverse, SVD will always be there for you.

Support Vector Machine (Medium)

SVM is the Mr. Perfect of Machine Learning Classifiers. It basically wants different examples to be as far as possible.

Advanced Problems (Medium)

A few problems for the ones looking to test their learning.


Notes on the regularization method Dropout.

Guide to Deep Learning (Medium)

This blog contains a guide to get started with Deep Learning as well as get in-depth knowledge of the field.


Notes on the the InceptionNet CNN architecture.

Linear Algebra

Notes on Linear Algebra from the DL Book.


Notes on the Net2Net architecture.

Probability and Information Theory

Notes on Probability and Information Theory from the DL Book.


Notes on the object detection architecture RCNN.