Introduction

This page attempts to capture the technical knowledge I have gained as a research professional, written with myself as the primary audience.

Writing helps to clarify thought, by making aware the knowledge gaps or concepts I would have taken for granted. Although an arduous task at the outset, it is a worthy endeavor for it makes the learning concrete and I have at my disposal, an instant reference system.

Collection 1: Preliminary Mathematics

Many times I find myself scrambling for notes or do a quick google search to basic mathematical concepts which I would not have stored in my brain. It’s inefficient. This collection documents mathematical concepts which are used in various contexts.

• Law of total expectations

Collection 2: Bayesian Filtering

Coming soon!

Collection 3: Recurrent Neural Networks

Coming soon!