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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.
- Deep Learning Book is a comprehensive material for the field.
- CS231n is a great course to get started on DL for vision.
- Dive into Deep Learning is an interactive open source book with code, math, and discussions.