Presentations: 

Pavel Mizenin & Stephen O'Connell

Demo Code

Sandra and Chad Carrico

Paper  Presentation

Jeongho Park and Rahul Jain

Presentation  Paper

Debugging Learning Algorithms:

Debugging Learning Algorithms by Andrew Ng

http://academicearth.org/lectures/bayesian-statistics-and-regularization 23:40

For notes on Bayesian Logistic Regression also by Andrew Ng

Standford Professor Andrew Ng's course web site:

http://ai.stanford.edu/~ang/

Andrew Ng's YouTube Video for Applying Machine Learning Algorithms:

http://academicearth.org/lectures/advice-for-applying-machine-learning

Fun illustration of Newton's Method