Thanks for all the feedback.
I pushed an update this morning which addressing some of the easy fixes 
that were brought up, as well as adding the final two exercises.  Thanks!
http://jakevdp.github.com/tutorial/astronomy/exercises.html
   Jake

Lars Buitinck wrote:
> 2012/2/27 Jacob VanderPlas <[email protected]>:
>   
>> If you have a few minutes to look it over, I'd really appreciate some
>> feedback as I add the finishing touches this week.  Also, as there's no
>> way I'll get through all of it in a two hour tutorial, I'd like feedback
>> on which parts you think I should focus on!
>>     
>
> Looks nice!
>
> Any reason not to use the sklearn.metrics module for evaluation?
>
> In "2.3.5.2. A Simple Method: Decision Tree Regression" you announce
> an NN method, but then actually use a decision tree.
>
>   

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