A roadmap to understanding neural networks

August 30th, 2019, 'What I cannot create, I do not understand' - Richard Feynman This quote has haunted for the majority of this year. For the last few months, I had been feeling like an impostor. I felt that my reliance on high-level deep learning libraries had been an impediment to me fully understanding neural … Continue reading A roadmap to understanding neural networks

CS231n: A great resource for intro to deep learning.

June 19th,2019 For the last month or so, I had been working on strengthening my understanding of all the concepts that power deep learning. I was getting frustrated by just using high-level libraries such as Tensorflow and not always being able to fully envision all the concepts that were powering these libraries. So, I went … Continue reading CS231n: A great resource for intro to deep learning.