Lecture support "Information Technology in Finance" for BSF III students

Lecture program (only a part of my lectures):
1. Introduction to data mining
2. Methodology of data mining
3. Data preprocessing techniques
4. Classification and rule dicovery
5. Clustering
6. Selected research and applications areas - AML,...

Please download and install:
- Orange (http://orange.biolab.sl)

Date of assignment presentations:
Assignment 1a: January 9, 2019
Assignment 1b: January 9, 2019

ITF-PrologueDM.pdf1.98 MB
ITF-1-IntroDataMining.pdf804.8 KB
ITF-2-Methodology-CRISP.pdf685.04 KB
ITF-3-DataMining.pdf2.43 MB
Orange1-Intro.pdf1.08 MB
Orange2-Attributes.pdf2.3 MB
JapaneseCreditData.csv6.07 KB
Orange3-Rules.pdf3.37 MB
Orange4-Evaluation.pdf1.55 MB
Orange5-Clustering.pdf2.52 MB
ITF-Ass1a.pdf172.35 KB
ITF-Assi1b.pdf97.72 KB
ComparisonCreditScoring.pdf855.89 KB
Credit Rating Data -US.xls483 KB
Passport instrukcja.pdf1.11 MB