Code: | CC4024 | Acronym: | CC4024 | Level: | 400 |
Keywords | |
---|---|
Classification | Keyword |
OFICIAL | Computer Science |
Active? | Yes |
Responsible unit: | Department of Computer Science |
Course/CS Responsible: | Master in Computer Science |
Acronym | No. of Students | Study Plan | Curricular Years | Credits UCN | Credits ECTS | Contact hours | Total Time |
---|---|---|---|---|---|---|---|
M:CC | 21 | Study plan since 2014/2015 | 1 | - | 6 | 42 | 162 |
M:ENM | 9 | Official Study Plan since 2013-2014 | 1 | - | 6 | 42 | 162 |
MI:ERS | 15 | Plano Oficial desde ano letivo 2014 | 4 | - | 6 | 42 | 162 |
M:M | 13 | Plano de Estudos do M:Matemática | 1 | - | 6 | 42 | 162 |
Identification and application of data mining techniques to extract knowledge from different data sources (e.g. text, web).
The student is able to:
- recognize different problems solvable through the use of data mining techniques discussed and detailed in content;
- identify and specify data mining tasks similar to those discussed;
- obtain and pre-process data for the algorithms and tasks addressed;
- understand and use data mining algorithms;
- obtain, interpret, evaluate and use data mining models;
- Implement some of the algorithms and propose changes to improve them.
Theoretical-practical classes where the themes covered in the program will be exposed and some practical examples of application will be provided
designation | Weight (%) |
---|---|
Exame | 70,00 |
Trabalho prático ou de projeto | 30,00 |
Total: | 100,00 |
In order to be eligible for exams, students must: participate either in the two theoretical tests provided in the curricular unit or in the final exam consisting of two parts concerning the contents of test 1 and test 2; have a minimum grade the practical assignment of 35% (7 out of 20).
The theoretical tests will take place in two theoretical classes, one in the middle of the semester and the other at the end of it.
The practical assignment will be announced during the semester and should be completed by at the end of the semester on a date to be announced.The evaluation of the practical assignment is not subject to improvement. The student can improve the theoretical grade by the two final exams.
All the provided material (slides, recommended books, etc.) is in the English language.