Subfield of Machine Learning

Deep Learning

The simplest Neural Network is called a Perceptron.

Holy crap this is good:

The thing that I really hate about machine learning is that these models take so much compute and are not very lightweight. I will the code was more lightweight. it’s so annoying to have to train something, and fine-tune it. Sure, the results are nice, but, it’s like, my passion is probably not entirely writing code every time?

Two courses you must take from Krish:

Deep Learning is a paradigm shift, where instead of classical methods (where features are hand-engineered), you now have learning-based methods. Features are learned by themselves -> YES, found where the original idea came from, it was Computer Vision from this set of slides by Computer Vision from this set of slides by F1TENTH.

  • Classical Methods
  • DL methods

Classes of ANNs


Supervised Learning:

Unsupervised Learning: