code name

period lang. level
T-61.152 Seminar on Computer and Information Science 2 cr- V . III-IV F (0) N.N.
T-61.5900 Computer and Information Science, Special Assignment 5-10 cr V . I-V (0-3) Kimmo Raivio. Topic: .
T-61.6900 Individual Studies 1-10 cr V P I-IV Erkki Oja.
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-61.5060 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-61.5100 Digital Image Processing 5 cr . P I-II F (2) A2 Jorma Laaksonen. Topic: .
T-61.5130 Machine Learning and Neural Networks 5 cr . P II E (3) A2 Juha Karhunen. 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-61.5080 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-61.5110 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-61.5140 Machine Learning: Advanced Probabilistic Methods 5 cr . P III-IV E (3) A3 Jaakko Hollmén. 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-61.2020 From data to knowledge Exercise Project 1 cr . . III F (1) B1 Erkki Oja. Topic: .
T-61.2010 From data to knowledge 4 cr . . II F (1) O Erkki Oja. Topic: .