# NBML Course

From Noisebridge

Revision as of 00:53, 6 January 2011 by Mschachter (Talk | contribs)

## Contents |

## Noisebridge Machine Learning Course

We're trying to come up with a hands-on curriculum for teaching Machine Learning at Noisebridge. Please help out in any way you can, such as:

- Volunteer to teach a course in one of the subjects below
- Fill in one of the subjects below with links to learning material and related software
- Show up to classes and asking questions
- Join the ML Mailing List and talk about stuff
- Don't talk shit on mathematics, it wants to be your friend.

### Online Machine Learning Courses

### Curriculum

#### The Fundamentals: Basic Math and Machine Learning Theory

#### Linear Regression

#### Block 3: Linear Classification (non-SVM)

- Linear Classification
- Binary vs. Multi-class
- One-versus-the-rest, one-versus-one

- Discriminant Functions

- Binary vs. Multi-class