NBML Course: Difference between revisions
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=== Curriculum === | === Curriculum === | ||
==== | ==== The Fundamentals: Basic Math and Machine Learning Theory ==== | ||
*[[Machine_Learning/NBML/Linear Algebra|Linear Algebra]] | *[[Machine_Learning/NBML/Linear Algebra|Linear Algebra]] | ||
**[[Machine_Learning/NBML/Linear Algebra/Vectors and Matricies|Vectors and Matricies]] | **[[Machine_Learning/NBML/Linear Algebra/Vectors and Matricies|Vectors and Matricies]] |
Revision as of 00:53, 6 January 2011
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