Materials

This course is mainly about systems and we won’t go deep on the learning perspectives. Here are useful materials to get you started.

More materials will be posted throughout the course.

Materials on Deep Learning

• Deep Learning Book is a comprehensive material for the field.
• Dive into Deep Learning Interactive deep learning book with code, math, and discussions.
• CS231n is a great course to get started on DL for computer vision.

An Online Book for Machine Learning Systems

https://mlsysbook.ai: Machine Learning Systems - Principles and Practices of Engineering Artificially Intelligent Systems