*Video of Data Mining Lecture by Prof. Ram Akella at UC Berkeley, on Text Mining using SVD, Search Engines, Claritics Research Project*

Here is Mar 9, 2011 Lecture in UC. Berkeley course

290. Data Mining, Analytics, and Information Extraction in Intelligent Business Services: Online Ads, Healthcare, and Service Centers by Prof. Ram Akella.

This lecture covers

- Singular Value Decomposition in Text Mining (PPT)
- Search Engines
- Claritics Research Project

Here are previous lectures:

Mar 2 Data Mining Lecture, Why Naive Bayes Works

Feb 23 Data Mining Lecture, covering Naive Bayes and Crowd Science

Feb 16, Data Mining Lecture, covering Classification methods: k-nearest neighbors, Naive Bayes.

Feb 9, Data Mining Lecture, Naive Bayes

Feb 2, Data Mining Lecture, Introduction, R, Logistic Regression

Jan 26, Data Mining Lecture, Introduction, Data Preprocessing