Prelude This blog post is based on the lecture notes I prepared for one of the courses in which I am the teaching assistant. Hopefully, this notes will be useful for anyone interested in either Approximate Query Processing (AQP) or basic Sampling theory as applied in Databases. Approximate Query Processing Consider a database D which [...]
Archive for the ‘Data Mining’ Category
Tutorial on Sampling Theory for Approximate Query Processing
Posted in Data Mining, Statistics, Theory, tagged approximate query processing, aqp, probability, random, reservoir sampling, sampling, statistics on November 15, 2011 | Leave a Comment »
Impressions on MIT Machine Learning Video Lectures
Posted in Data Mining, machine learning, tagged berkeley, mit on November 29, 2010 | 6 Comments »
The title of this post is very similar to my old berkeley ML lectures post. Machine Learning is one of the coolest fields in CS and I really want to master it. But so far I was having trouble finding the basic intuitions behind the course. When I read the books, it somehow feels that [...]
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