čeština
Datamining
- Course Code:
- 14DMG
- Academic Degree:
- bachelor
- Study Programme:
-
Technology in Transportation and Telecommunications (B 3710)
semester language study field / specialization 5 
LOG Logistics and Transport Processes Control - 3708R046 Technology in Transportation and Telecommunications (B1041A040001)semester language study field / specialization 5 LOG Logistics and Transport Processes Control - B-LOG - Form of Study:
- full-time and part-time
- Credits:
- 2
- Number of Hours:
-
0 + 2 hours per week - in full-time study
10 hours per semester - in part-time study - Type of Course:
- obligatory
- Course Completion:
- classified credit
- Course Tutor:
Training Course:
- Ing. Radek Holý, Ph.D.
-
Part-time Study:
- Ing. Ondřej Smíšek
- Supervising Department:
- Department of Applied Informatics in Transportation (16114)
- Keywords:
- database, datamining, acquisition of knowledge from data, data warehouse, data sources
- Abstract:
- Types of data sources and knowledge, data warehouses and OLAP technology for data mining, data preprocessing in the process of knowledge acquisition systems for data mining, mining characteristics of concepts (classes), mining association rules from relational db. and data warehousing, classification (decisions tree, Bayesian cob., using neural networks). Prediction. Cluster analysis. Mining in complex structured data, multimedia dbf., www.
- Objectives:
- Acquisition of knowledge in the following fields - knowledge acquisition from different data sources, procedure of knowledge acquisition from data, tools used at this process.