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Laboratory of Computer and Information Science / Neural Networks Research Centre CIS Lab Helsinki University of Technology

Teaching / Opetus suomeksi


These pages are not any more updated. Please, see web pages of Department of Information and Computer Science (ICS): http://ics.tkk.fi/en/studies/.




The former Computer and Information Science (CIS) laboratory, from 1st Jan 2008 on part of Department of Information and Computer Science (ICS), offers teaching in neural computing, pattern recognition, image processing, signal processing, language technology, and bioinformatics. Our majors are computer and information science, language technology and bioinformatics. Our Master's programs in English are MACADAMIA - Machine Learning and Data Mining and "Master's Programme in Bioinformatics".

Sivut suomeksi.

Current

These pages are not any more updated. Please, see web pages of Department of Information and Computer Science (ICS): http://ics.tkk.fi/en/studies/.

Courses

   >
timetables | > CIS course data
Course list > abbreviations | > sort: code / name / period / lang / level /

code name

period lang. level
T-61.152 Seminar on Computer and Information Science 2 cr- V . III-IV F (0) N.N.
T-61.2010 From data to knowledge 4 cr . . II F (1) O Erkki Oja. Topic: .
T-61.2020 From data to knowledge Exercise Project 1 cr . . III F (1) B1 Erkki Oja. Topic: .
T-61.3010 Digital Signal Processing and Filtering 6 cr . . III-IV F (2) A1 Olli Simula. Topic: .
T-61.3020 Principles of Pattern Recognition 4 cr . . III F (1) A1 Erkki Oja. Topic: .
T-61.3040 Statistical Signal Modeling 5 cr . . I-II F (1) A1 Jaakko Peltonen. Topic: .
T-61.3050 Machine Learning: Basic Principles 5 cr . . I-II E (3) A1 Kai Puolamäki. Topic: .
T-61.5010 Information visualization 5 cr . P III E (3) A2 Kai Puolamäki. Topic: .
T-61.5020 Statistical Natural Language Processing 5 cr . P III-IV E (3) A3 Timo Honkela. Topic: .
T-61.5050 High-Throughput Bioinformatics 5-7 cr . P III-IV E (3) A3 Janne Nikkilä. Topic: .
T-61.5060 Algoritmic methods of data mining 5 cr . P I-II E (3) A2 Heikki Mannila. Topic: .
T-61.5070 Computer vision 5 cr . P III-IV E (3) A2 Jorma Laaksonen. Topic: .
T-61.5080 Signal Processing in Neuroinformatics 5 cr . P I-II E (3) A3 Ricardo Vigario. Topic: .
T-61.5090 Image Analysis in Neuroinformatics 5 cr . P III-IV E (3) A3 Ricardo Vigario. Topic: .
T-61.5100 Digital Image Processing 5 cr . P I-II F (2) A2 Jorma Laaksonen. Topic: .
T-61.5110 Modeling biological networks 5-7 cr . P E (3) A3 Samuel Kaski. Topic: . Lectured as a period course in August 2007
T-61.5120 Computational genomics 4-7 cr . P I-II E (3) A3 Sampsa Hautaniemi. Topic: .
T-61.5130 Machine Learning and Neural Networks 5 cr . P II E (3) A2 Juha Karhunen. Topic: .
T-61.5140 Machine Learning: Advanced Probabilistic Methods 5 cr . P III-IV E (3) A3 Jaakko Hollmén. Topic: .
T-61.5900 Computer and Information Science, Special Assignment 5-10 cr V . I-V (0-3) Kimmo Raivio. Topic: .
T-61.6010 Special Course in Computer and Information Science I 3-7 cr V P I-II E (3) A3 N.N (Erkki). Topic: .
T-61.6020 Special Course in Computer and Information Science II 3-7 cr V P III-IV E (3) A3 N.N (Erkki). Topic: Popular Algorithms in Data Mining and Machine Learning.
T-61.6030 Special Course in Computer and Information Science III 3-7 cr V P III-IV E (3) A3 N.N (Erkki). Topic: Multimedia Retrieval.
T-61.6040 Special Course in Computer and Information Science IV 3-7 cr V P I-II E (3) A3 N.N (Erkki). Topic: Information Networks.
T-61.6050 Special Course in Computer and Information Science V 3-7 cr V P I-II E (3) A3 N.N (Heikki). Topic: Nonlinear Dimensionality Reduction.
T-61.6060 Special Course in Computer and Information Science VI 3-7 cr V P III-IV E (3) A3 N.N (Heikki). Topic: Modeling and Simulating Social Web.
T-61.6070 Special Course in Bioinformatics I 3-7 cr V P III-IV E (3) A3 N.N (Sami). Topic: Modeling of Proteomics data.
T-61.6080 Special Course in Bioinformatics II 3-7 cr V P I-II E (3) A3 N.N (Sami). Topic: Prior knowledge and background data in computational inference.
T-61.6090 Special Course in Language Technology 3-7 cr V P I-II F A3 Timo Honkela. Topic: Emergence of early cognition, communication and language: from humans to machines.
T-61.6900 Individual Studies 1-10 cr V P I-IV Erkki Oja.

These pages are not any more updated. Please, see web pages of Department of Information and Computer Science (ICS): http://ics.tkk.fi/en/studies/.

Old courses
T-61.123 Tietokoneen arkkitehtuuri SEE CORRESPONDING COURSES
T-61.124 Tietokoneen arkkitehtuurin harjoitustyö SEE CORRESPONDING COURSES
T-61.140 Signaalinkäsittelyjärjestelmät SEE CORRESPONDING COURSES
T-61.195 Informaatiotekniikan erikoistyö I SEE CORRESPONDING COURSES
T-61.196 Informaatiotekniikan erikoistyö II SEE CORRESPONDING COURSES
T-61.3030 Neuraalilaskennan perusteet SEE CORRESPONDING COURSES
T-61.5030 Neuraalilaskennan jatkokurssi SEE CORRESPONDING COURSES
T-61.5040 Oppivat mallit ja menetelmät SEE CORRESPONDING COURSES
T-61.123 Computer Architecture SEE CORRESPONDING COURSES
T-61.124 Special Project in Computer Architecture SEE CORRESPONDING COURSES
T-61.140 Signal Processing Systems SEE CORRESPONDING COURSES
T-61.195 Computer and Information Science, Special Assignment I SEE CORRESPONDING COURSES
T-61.196 Computer and Information Science, Special Assignment II SEE CORRESPONDING COURSES
T-61.3030 Principles of Neural Computing SEE CORRESPONDING COURSES
T-61.5030 Advanced course in Neural computing SEE CORRESPONDING COURSES
T-61.5040 Learning Models and Methods SEE CORRESPONDING COURSES
T-61.123 Computer Architecture SEE CORRESPONDING COURSES
T-61.124 Special Project in Computer Architecture SEE CORRESPONDING COURSES
T-61.140 Signal Processing Systems SEE CORRESPONDING COURSES
T-61.195 Computer and Information Science, Special Assignment I SEE CORRESPONDING COURSES
T-61.196 Computer and Information Science, Special Assignment II SEE CORRESPONDING COURSES
T-61.3030 Principles of Neural Computing SEE CORRESPONDING COURSES
T-61.5030 Advanced course in Neural computing SEE CORRESPONDING COURSES
T-61.5040 Learning Models and Methods SEE CORRESPONDING COURSES
T-61.123 Computer Architecture SEE CORRESPONDING COURSES
T-61.124 Special Project in Computer Architecture SEE CORRESPONDING COURSES
T-61.140 Signal Processing Systems SEE CORRESPONDING COURSES
T-61.195 Computer and Information Science, Special Assignment I SEE CORRESPONDING COURSES
T-61.196 Computer and Information Science, Special Assignment II SEE CORRESPONDING COURSES
T-61.3030 Principles of Neural Computing SEE CORRESPONDING COURSES
T-61.5030 Advanced course in Neural computing SEE CORRESPONDING COURSES
T-61.5040 Learning Models and Methods SEE CORRESPONDING COURSES

These pages are not any more updated. Please, see web pages of Department of Information and Computer Science (ICS): http://ics.tkk.fi/en/studies/.

Structure of Bachelor's and Master's degrees, and modules


Please, see documentation in English in "Study Programme, ECTS Guide, 2005-2006", section 3.3. The guide as well as other information in English is given at http://kva.tkk.fi/en/.

Course changes in CIS lab due to moving to the new degree programme 1.8.2005.

Modules in CS programme: diagrams (PDF, Finnish) and contents (PDF, Finnish).

During the semester


Schedules for lectures and exams at CS department pages.

Contact person is Jukka Parviainen.

Jobs


There are summer jobs as well as part-time jobs in different research groups in CIS laboratory. Deadline for applications for the summer is normally the end of January. More about appling for a job in CIS.

Post-graduate studies


Please, consult your supervisor in research groups.

You are at: CIS → /Opinnot/index___en_viimeisin2008.shtml

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