Recently coined term for confluence of ideas from statistics and computer science (machine learning and database methods) applied to large databases
Lecture Slides
What is Data Mining? • Combination of AI and statistical analysis to discover information that is “hidden” in the data
lec
There are a variety of data mining competitions Try to obtain their data and come up with solutions to their tasks Possible competitions include the following
MIT S project
Data Mining Contents 2 1 A Review of Multiple Linear Regression 2 2 Illustration of the Regression Process 2 3 Subset Selection in Linear Regression 1
lecture
The Apriori algorithm - often called the “first thing data miners try,” but some- how doesn't appear in most data mining textbooks or courses Start with market basket
MIT S lec
Massachusetts Institute of Technology: MIT OpenCourseWare, https://ocw mit edu 2 Probabilistic Techniques in Algorithms and Data Analysis, 2e, Cambridge
DCS MTech CIS SE
the emergence of Artificial Neural Networks as a major paradigm for Data Mining applications Neural nets have gone through two major development
artificial neural networks
the emergence of Artificial Neural Networks as a major paradigm for Data. Mining applications. Neural nets have gone through two major development.
10 sept. 2010 This class is about database management systems (DBMS): systems for ... to day operations as well as business intelligence + data mining.
(Note: The original data set had a number of categorical variables some of which have models using the following data mining techniques in XLMiner:.
2 of the top 10 algorithms in data mining that are decision tree algorithms! So Image by MIT OpenCourseWare adapted from Russell and Norvig
Labelling health-care data is not straight forward and has lot of subtleties and Data Mining KDD '15
[OCW Users: The following document refers to the course website (Stellar) which is not users outside MIT. ... Begin our Data Mining on Social Explorer.
[OCW Users: The following document refers to the course website (Stellar) which is not users outside MIT. ... Begin our Data Mining on Social Explorer.
Harvard-MIT Division of Health Sciences and Technology. HST.951J: Medical Decision Support. Page 2. Data Mining Data consisting of learning set of cases.
AARON ZINMAN. DOUG FRITZ azinman @ media.mit.edu topic modeling to compress individuals' information into generative data portraits. ... in data mining.
http://web.mit.edu/subjectevaluation. – Choose a rejection region R; reject H0 iff data number of data points (data mining).
Artificial Neural Networks