[ml] Stanford ML course /was: ML Monday ...

Mike Schachter mike at mindmech.com
Tue Oct 4 21:52:32 PDT 2011


I'm down, unless anyone's got anything else they
want to present on Monday night let's go over the
questions!

  mike


On Tue, Oct 4, 2011 at 9:24 PM, Wladyslaw Zbikowski
<embeddedlinuxguy at gmail.com> wrote:
> On Thu, Sep 29, 2011 at 5:30 PM, Wladyslaw Zbikowski
> <embeddedlinuxguy at gmail.com> wrote:
>> By the way I notice that ml-class.org now has its first video lectures
>> online.
>
> Would anyone be interested to review some of these Review Questions on
> Monday the 10th?
>
> http://www.ml-class.org/course/quiz/list?type=quiz
>
> First two weeks of videos from the site:
>
> I. INTRODUCTION
> Welcome (7 min)
> What is Machine Learning? (7 min)
> Supervised Learning (12 min)
> Unsupervised Learning (14 min)
> II. LINEAR REGRESSION WITH ONE VARIABLE
> Model Representation (8 min)
> Cost Function (8 min)
> Cost Function - Intuition I (11 min)
> Cost Function - Intuition II (9 min)
> Gradient Descent (11 min)
> Gradient Descent Intuition (12 min)
> Gradient Descent For Linear Regression (10 min)
> What's Next (6 min)
> III. LINEAR ALGEBRA REVIEW (OPTIONAL)
> Matrices and Vectors (9 min)
> Addition and Scalar Multiplication (7 min)
> Matrix Vector Multiplication (14 min)
> Matrix Matrix Multiplication (11 min)
> Matrix Multiplication Properties (9 min)
> Inverse and Transpose (11 min)
>


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