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,...

Lecture dates: Oct 18, Nov 8 and Nov 15
Room: CKU 208, 11:15:12:45

Dates of computer labs: Nov 5, Nov 12 and Nov 19, 2019
Lab 118Z, 15:00 16:30, 16:45-18:15

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

Date of assignment submissions:
Assignment 2: Nov 18, 2019

Selected presentations: Nov 19, 2019

ITF-PrologueDM.pdf1.98 MB
ITF-1-IntroDataMining.pdf770.38 KB
ITF-2-Methodology-CRISP.pdf685.04 KB
ITF-3-DataMining.pdf2.43 MB
Orange1-Intro.pdf1.09 MB
Orange2-Attributes.pdf2.3 MB
Japanese-orange.csv5.5 KB
Orange3-Rules.pdf3.37 MB
Orange4-Evaluation.pdf1.55 MB
Orange5-Clustering.pdf2.52 MB
Data Set Information.docx28.65 KB
German-data.arff45.74 KB
German data.xlsx511.01 KB
Credit Rating Data -US.xls483 KB
ITF-Assignment2.pdf96.68 KB