NBML Course
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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 ask 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
Machine Learning
Linear Regression
Linear Classification
Generalized Linear Models
Support Vector Machines
Neural Networks
Clustering and Dimensional Reduction
Graphical Models
Hidden Markov Models
The Fundamentals: Basic Math
Note: it's not essential to understand everything in this section! But the more you learn, the more things will make sense. Wikipedia is your friend.