Well again parts of my notes (modified suitably to be blog posts) for a discussion session!
This post would be the first in a series of four posts. The objective of each post would be as follows:
1. This post would introduce Learning Theory, the bias-variance trade-off and sum up the need of learning theory.
2. This would [...]
Archive for October, 2009
Union Bound, Hoeffding Inequality and Some Bounds in Learning Theory – Part I
Posted in Machine Learning, Mathematics, tagged Andrew Ng, Bias-Variance Trade-off, Computational Learning Theory, Learning Theory, Machine Learning, Notes, Statistical Learning Theory on October 27, 2009 | Leave a Comment »
Taught Bio-Informatics (UG)
Posted in Biology, Chemistry, Data Mining, Machine Learning, Random, tagged Bio-Informatics, Machine Learning, Personal, Random on October 4, 2009 | 5 Comments »
I am in the process of winding up taking a basic course on Bio-Informatics, it is offered as an elective subject for final year under-graduate Information Technology students. I preferred taking this course as a visiting faculty on weekends as managing time in the week is hard (though i did take some classes on weekdays).
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[Gene [...]


