# ATIAM

## ATIAM

This page contains the slides and assignments for parts of the musical informatics lesson presented at the ATIAM master in IRCAM.

- Data structure and algorithms
- Reactive programming - PureData
- Distributed musical informatics
- Musical machine learning

## Musical machine learning

The main page for musical machine learning can be found here, but this provides a quick summary of the program.

### Slides

** Data complexity and GPU computing**

### Math revisions

- Linear algebra revision slides from Andrew Ng
- Probability revision slides from Andrew Ng
- Statistics course notes from William Faris
- Sampling pages 20 to 31 from Iain Murray
- Matrix calculus in the Matrix Cookbook