Teaching Schedules 2014

Advanced Studies in Computer Science [Period I]

TIETS19 Software Project Management, Practice (fall) 7 ECTS

This part of course is same as TKOPS117 Software Project Management.

N.B! The lectures are organized together with TIEA4 Project Work.
Please see the teaching schedule of TIETS19 from the TIEA4 schedule: https://www10.uta.fi/opas/opetusohjelma/marjapuuro.htm?id=24870

Enrolment for University Studies

https://projectwiki.sis.uta.fi/wiki/Main_Page

Periods: I II

Language of instruction: English

Further information:

The 3 ECTS Theory part of this course is in period IV.

Compulsory preceding studies for Software Project Management: TIEA4 Project Work OR SISYA200 Innovation Project

TIETS22 Managing E-Business 10 ECTS

Enrolment for University Studies

Enrolment time has expired

Teaching

1-Sep-2014 – 19-Dec-2014

Periods: I II

Homepage URL: http://www.uta.fi/sis/tie/meb/

Language of instruction: English

TIETS17 Requirements Engineering 5 ECTS

Corresponding course TKOPS301 Requirements Engineering

Periods: I

Homepage URL: http://www.uta.fi/sis/tie/re/

Language of instruction: English

TIETS09 Programming Contests (2014 continues) 5 ECTS

Note. This course starts on Spring term 2014 (periods IV-I).

Periods: I

Homepage URL: http://www.uta.fi/sis/tie/proc/index.html

Language of instruction: English

Opetusta TTY:llä/Teaching in TUT

UTA opiskelijat voivat hakea JOO-opinto-oikeutta esim. seuraaville TTY:n opintojaksoille. Huomioithan edeltävyysvaatimukset. Katso JOO-hakuohjeet.

UTA students may make an application to take studies offered by TUT, for example the following courses. Please note the prerequisites mentioned. See instructions on JOO studies.

Signaalinkäsittelyn perusteet (periodit 3-4)
http://www.tut.fi/wwwoppaat/opas2014-2015/perus/laitokset/Signaalinkasittely/SGN-11000.html

Basic course in signal processing (periods 1-2)
http://www.tut.fi/wwwoppaat/opas2014-2015/perus/laitokset/Signaalinkasittely/SGN-11006.html

Wireless Sensor Networks and Application (periods 3-4)
http://www.tut.fi/wwwoppaat/opas2014-2015/perus/laitokset/Tietotekniikka/TIE-52106.html

Muita jaksoja löytyy TTY:n opetusohjelmasta.

Other courses can be found on TUT study guide.

Periods: I II III IV

Language of instruction: English

Further information:

Huom. JOO-oikeutta pitää hakea viimeistään noin neljä (4) viikkoa ennen kurssin alkamista!

NOTE the JOO-application must be submitted at least four (4) weeks before the teaching starts.

MTTS1 Learning from Multiple Sources 5 ECTS

Learning from multiple sources denotes the problem of jointly learning from a set of (partially) related learning problems, views, or tasks. This general concept underlies several topics of research, which differ in terms of the assumptions made about the dependency structure between learning problems. During the course, we will cover a number of different learning tasks for integrating multiple sources and go through recent advances in the field. Examples of topics covered by the course include data fusion, transfer learning, multitask learning, multiview learning, and learning under covariate shift.

Enrolment for University Studies

Enroll by sending e-mail to the lecturer (jaakko.peltonen@uta.fi) by 12.9. at the latest. After 12.9. contact the lecturer.

Teaching

8-Sep-2014 –

Periods: I II

Homepage URL: http://www.uta.fi/sis/mtt/mtts1_learning_From_multiple_sources.html

Language of instruction: English

Further information:

Modes of study

- Lectures
- Exercises (independent work)
- Exam

Recommended preceding studies

Basic mathematics and probability courses; basic competence in a scientific programming language such as matlab or R.

Other

Course can be an optional course in
- Advanced Studies in Statistics
- Advanced Studies in Computational Methods and Programming

Further information on including this course in advanced studies, contact your study advisor or professor.

Advanced Studies in Computer Science [Period II]

TIETS19 Software Project Management, Practice (fall) 7 ECTS

This part of course is same as TKOPS117 Software Project Management.

N.B! The lectures are organized together with TIEA4 Project Work.
Please see the teaching schedule of TIETS19 from the TIEA4 schedule: https://www10.uta.fi/opas/opetusohjelma/marjapuuro.htm?id=24870

Enrolment for University Studies

https://projectwiki.sis.uta.fi/wiki/Main_Page

Periods: I II

Language of instruction: English

Further information:

The 3 ECTS Theory part of this course is in period IV.

Compulsory preceding studies for Software Project Management: TIEA4 Project Work OR SISYA200 Innovation Project

TIETS22 Managing E-Business 10 ECTS

Enrolment for University Studies

Enrolment time has expired

Teaching

1-Sep-2014 – 19-Dec-2014

Periods: I II

Homepage URL: http://www.uta.fi/sis/tie/meb/

Language of instruction: English

Opetusta TTY:llä/Teaching in TUT

UTA opiskelijat voivat hakea JOO-opinto-oikeutta esim. seuraaville TTY:n opintojaksoille. Huomioithan edeltävyysvaatimukset. Katso JOO-hakuohjeet.

UTA students may make an application to take studies offered by TUT, for example the following courses. Please note the prerequisites mentioned. See instructions on JOO studies.

Signaalinkäsittelyn perusteet (periodit 3-4)
http://www.tut.fi/wwwoppaat/opas2014-2015/perus/laitokset/Signaalinkasittely/SGN-11000.html

Basic course in signal processing (periods 1-2)
http://www.tut.fi/wwwoppaat/opas2014-2015/perus/laitokset/Signaalinkasittely/SGN-11006.html

Wireless Sensor Networks and Application (periods 3-4)
http://www.tut.fi/wwwoppaat/opas2014-2015/perus/laitokset/Tietotekniikka/TIE-52106.html

Muita jaksoja löytyy TTY:n opetusohjelmasta.

Other courses can be found on TUT study guide.

Periods: I II III IV

Language of instruction: English

Further information:

Huom. JOO-oikeutta pitää hakea viimeistään noin neljä (4) viikkoa ennen kurssin alkamista!

NOTE the JOO-application must be submitted at least four (4) weeks before the teaching starts.

TIETS38 Testing, Security and Trust 5 ECTS

The course’s main objectives are that i) the students become acquainted with a variety of testing techniques and ii) the interconnections of testing to the concepts and quality features of security of software and trust of information systems.

Enrolment for University Studies

By email: eleni.berki(at)uta.fi. Enrolment starts on 6 October 2014 and ends on 19 October 2014.

Teaching

27-Oct-2014 – 30-Jan-2015

Periods: II III

Homepage URL: http://www.uta.fi/sis/tie/tst.html

Language of instruction: English

Further information:

The course is suitable for following programmes: 1) Information Systems, 2) Software Development

Kurssi soveltuu syventäviksi opinnoiksi seuraavissa maisteriopinnoissa: 1) Tietojärjestelmät, 2) Ohjelmistokehitys (engl.)

MTTS1 Learning from Multiple Sources 5 ECTS

Learning from multiple sources denotes the problem of jointly learning from a set of (partially) related learning problems, views, or tasks. This general concept underlies several topics of research, which differ in terms of the assumptions made about the dependency structure between learning problems. During the course, we will cover a number of different learning tasks for integrating multiple sources and go through recent advances in the field. Examples of topics covered by the course include data fusion, transfer learning, multitask learning, multiview learning, and learning under covariate shift.

Enrolment for University Studies

Enroll by sending e-mail to the lecturer (jaakko.peltonen@uta.fi) by 12.9. at the latest. After 12.9. contact the lecturer.

Teaching

8-Sep-2014 –

Periods: I II

Homepage URL: http://www.uta.fi/sis/mtt/mtts1_learning_From_multiple_sources.html

Language of instruction: English

Further information:

Modes of study

- Lectures
- Exercises (independent work)
- Exam

Recommended preceding studies

Basic mathematics and probability courses; basic competence in a scientific programming language such as matlab or R.

Other

Course can be an optional course in
- Advanced Studies in Statistics
- Advanced Studies in Computational Methods and Programming

Further information on including this course in advanced studies, contact your study advisor or professor.

TIETS14 Introduction to Formal Specification 5 ECTS

Enrolment for University Studies

No preregistration needed. Just go to the first lecture.

Teaching

28-Oct-2014 – 5-Dec-2014

Periods: II

Homepage URL: http://www.uta.fi/sis/tie/ifs/

Language of instruction: English

Advanced Studies in Computer Science [Period III]

MTTS1 Dimensionality reduction and visualization 5 ECTS

Properties of high-dim data; Feature Selection; Linear feature extraction methods such as principal component analysis and linear discriminant analysis; Graphical excellence; Human perception; Nonlinear dimensionality reduction methods such as the self-organizing map and Laplacian embedding; Neighbor embedding methods such as stochastic neighbor embedding and the neighbor retrieval visualizer; Graph visualization; Graph layout methods such as LinLog.

Enrolment for University Studies

Enroll by sending e-mail to the lecturer (jaakko.peltonen@uta.fi) by 6.1.2015 at the latest. After this, participate to the first lecture.

Periods: III IV

Homepage URL: http://www.uta.fi/sis/mtt/mtts1-dimensionality_reduction.html

Language of instruction: English

Further information:

Modes of study

- Lectures
- Exercises (independent work)
- Exam

Recommended preceding studies

Basic mathematics and probability courses; basic competence in a scientific programming language such as matlab or R.

Other

Course can be an optional course in
- Advanced Studies in Statistics
- Advanced Studies in Computational Methods and Programming
- M.Sc. programme in Algorithmics

Further information on including this course in advanced studies, contact your study advisor or professor.

Opetusta TTY:llä/Teaching in TUT

UTA opiskelijat voivat hakea JOO-opinto-oikeutta esim. seuraaville TTY:n opintojaksoille. Huomioithan edeltävyysvaatimukset. Katso JOO-hakuohjeet.

UTA students may make an application to take studies offered by TUT, for example the following courses. Please note the prerequisites mentioned. See instructions on JOO studies.

Signaalinkäsittelyn perusteet (periodit 3-4)
http://www.tut.fi/wwwoppaat/opas2014-2015/perus/laitokset/Signaalinkasittely/SGN-11000.html

Basic course in signal processing (periods 1-2)
http://www.tut.fi/wwwoppaat/opas2014-2015/perus/laitokset/Signaalinkasittely/SGN-11006.html

Wireless Sensor Networks and Application (periods 3-4)
http://www.tut.fi/wwwoppaat/opas2014-2015/perus/laitokset/Tietotekniikka/TIE-52106.html

Muita jaksoja löytyy TTY:n opetusohjelmasta.

Other courses can be found on TUT study guide.

Periods: I II III IV

Language of instruction: English

Further information:

Huom. JOO-oikeutta pitää hakea viimeistään noin neljä (4) viikkoa ennen kurssin alkamista!

NOTE the JOO-application must be submitted at least four (4) weeks before the teaching starts.

TIETS19 Software Project Management, Practice (spring) 7 ECTS

This part of course is same as TKOPS117 Software Project Management.

Enrolment for University Studies

https://projectwiki.sis.uta.fi/wiki/Main_Page

Periods: III IV

Language of instruction: English

Further information:

The 3 ECTS Theory part of this course is in period IV.

TIETS01 Algorithms 5 ECTS

Periods: III IV

Homepage URL: http://www.uta.fi/sis/tie/asa/index.html

Language of instruction: English

TIETS38 Testing, Security and Trust 5 ECTS

The course’s main objectives are that i) the students become acquainted with a variety of testing techniques and ii) the interconnections of testing to the concepts and quality features of security of software and trust of information systems.

Enrolment for University Studies

By email: eleni.berki(at)uta.fi. Enrolment starts on 6 October 2014 and ends on 19 October 2014.

Teaching

27-Oct-2014 – 30-Jan-2015

Periods: II III

Homepage URL: http://www.uta.fi/sis/tie/tst.html

Language of instruction: English

Further information:

The course is suitable for following programmes: 1) Information Systems, 2) Software Development

Kurssi soveltuu syventäviksi opinnoiksi seuraavissa maisteriopinnoissa: 1) Tietojärjestelmät, 2) Ohjelmistokehitys (engl.)

Complementing studies, defined individually on M.Sc. students' HOPS [Period III]

TIEA4 Project Work (spring 2015) 5 - 10 ECTS

Enrolment for University Studies

Kurssin kotisivun kautta

Periods: III IV

Homepage URL: http://www.uta.fi/sis/tie/pt/

Language of instruction: English

Further information:

Compulsory preceding studies for TIETS19 Software Project Management: SISYA200 Innovation Project OR TIEA4 Project Work

Advanced Studies in Computer Science [Period IV]

TIETS19 Software Project Management, Theory 3 ECTS

This part of course is same as TKOPS118 Theory of Software Project Management.

Periods: IV

Homepage URL: http://www.uta.fi/sis/tie/tospm/index.html

Language of instruction: English

TIETS09 Programming Contests (2015 starts) 5 ECTS

Note. This course starts in Spring term 2015 and continues in Summer 2015 and in Fall term 2015 (periods IV-I). It is not suitable for exchange students who come for the Spring term 2015 only.

Periods: IV

Homepage URL: http://www.uta.fi/sis/tie/proc/index.html

Language of instruction: English

MTTS1 Dimensionality reduction and visualization 5 ECTS

Properties of high-dim data; Feature Selection; Linear feature extraction methods such as principal component analysis and linear discriminant analysis; Graphical excellence; Human perception; Nonlinear dimensionality reduction methods such as the self-organizing map and Laplacian embedding; Neighbor embedding methods such as stochastic neighbor embedding and the neighbor retrieval visualizer; Graph visualization; Graph layout methods such as LinLog.

Enrolment for University Studies

Enroll by sending e-mail to the lecturer (jaakko.peltonen@uta.fi) by 6.1.2015 at the latest. After this, participate to the first lecture.

Periods: III IV

Homepage URL: http://www.uta.fi/sis/mtt/mtts1-dimensionality_reduction.html

Language of instruction: English

Further information:

Modes of study

- Lectures
- Exercises (independent work)
- Exam

Recommended preceding studies

Basic mathematics and probability courses; basic competence in a scientific programming language such as matlab or R.

Other

Course can be an optional course in
- Advanced Studies in Statistics
- Advanced Studies in Computational Methods and Programming
- M.Sc. programme in Algorithmics

Further information on including this course in advanced studies, contact your study advisor or professor.

Opetusta TTY:llä/Teaching in TUT

UTA opiskelijat voivat hakea JOO-opinto-oikeutta esim. seuraaville TTY:n opintojaksoille. Huomioithan edeltävyysvaatimukset. Katso JOO-hakuohjeet.

UTA students may make an application to take studies offered by TUT, for example the following courses. Please note the prerequisites mentioned. See instructions on JOO studies.