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Kiran Kuppa

Machine Learning Video Library - Learning From Data (Abu-Mostafa) - 0 views

work.caltech.edu/...index.html

machine networks statistics learning video lectures

shared by Kiran Kuppa on 30 Jan 13 - No Cached
  • Kiran Kuppa on 30 Jan 13
     
    These are a set of video lectures by Prof. Yaser S. Abu Mostafa of Caltech on Statistical Learning Theory that accompany his book "Learning from Data". The topics covered in brief are: 1.Bayesian Learning 2. Bin Model 3. Data Snooping 4. Ensemble Learning 5. Gradient Descent 6. Learning Curves (Regression) 7. Neural Networks 8. Overfitting problem 9. Radial basis functions and Regularization 10. Support Vector Machines 11. VC Dimension
Philip Solars

The Must Have Solar Equipment - 1 views

Due to the increasing cost of electricity bills, I have finally decided to switch to solar energy. Aside from being free, it also helps save mother earth. I must admit that at first I was confused ...

started by Philip Solars on 04 Oct 12 no follow-up yet
Benno Hansen

Clive Thompson on Why We Should Learn the Language of Data | Magazine - 0 views

www.wired.com/...st_thompson_statistics

statistics data probability

shared by Benno Hansen on 17 Jul 10 - Cached
  • We live in a world where the thorniest policy issues increasingly boil down to arguments over what the data mean. If you don’t understand statistics, you don’t know what’s going on — and you can’t tell when you’re being lied to.
  • Activists propagate horror stories
  • correlation is not causation. And individual stories don’t prove anythin
  • ...2 more annotations...
  • our inability to grasp statistics — and the mother of it all, probability — makes us believe stupid things
  • Statistics is the new grammar
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