Hi there!
You can find out here of “An Introduction into DataMining” course.
Themes are below.
- The Bloom Filter
- Confusion Matrix
- The Countable Bloom Filter
- The Count-Distinct Problem
- The Flajolet-Martin Algorithm (LogLog)
- Estimating Moments
- The Alon-Matias-Szegedy Algorithm
- Higher-Order Moments
- Counting Ones in a Window
- The Datar-Gionis-Indyk-Motwani Algorithm
- Decaying Window
Please if you have some comments / questions or remarks , just let me know about it.
Thanks!