Courses

  Course Code Course Name Teacher Assistants Credits Period
  MS-C1620 Statistical Inference Joni Virta Paavo Raittinen 5 III-IV
  MS-C2105 Introduction to Optimization Fabricio Oliveira Ellie Dillon
Anton von Schantz
Nikita Belyak
Jussi Hakosalo
Pauliina Kärkkäinen
Mikko Kaivola
5 IV
  MS-C2107 Sovelletun matematiikan tietokonetyöt Antti Punkka Tuomas Suominen
Mio Parmi
Lauri Kurkela
5 I-II,III-IV
  MS-C2111 Stochastic Processess Lasse Leskelä Anton von Schantz 5 II
  MS-C2128 Prediction and Time Series Analysis Pauliina Ilmonen Niko Lietzén
Marko Voutilainen
5 II
  MS-C2132 Systeemianalyysilaboratorio I Kai Virtanen Patrik Lahti 5 III-V
  TU-A1150 Filosofia ja systeemiajattelu Esa Saarinen Eero Tiilikainen
Jaakko Korhonen
3 III-IV
  MS-E1992 Statistics Course with Varying Content Pauliina Ilmonen   5 II
  MS-E2108 Systeemianalyysin erikoistyöt     5 I,II,III,IV,V
  MS-E2112 Multivariate Statistical Analysis Pauliina Ilmonen Marko Voutilainen
Sami Helander
5 III-IV
  MS-E2114 Investment Science Ahti Salo Leevi Olander 5 I-II
  MS-E2115 Experimental and Statistical Methods in Biological Sciences Joni Virta Paavo Raittinen 5 I-II
  MS-E2117 Riskianalyysi Jan-Erik Holmberg Alessandro Mancuso 5 III-IV
  MS-E2121 Linear Optimization Risto Lahdelma Lucas Condeixa 5 I-II
  MS-E2122 Nonlinear Optimization Fabricio Oliveira Juho Andelmin 5 I-II
  MS-E2129 Systeemien identifiointi Kai Virtanen Mikko Harju 5 Not lectured this year
  MS-E2130 Matemaattinen malliajattelu Kai Virtanen Mikko Harju 5 I-II
  MS-E2133 Systems Analysis Laboratory II Kai Virtanen Nina Gunell 5 I-II
  MS-E2134 Decision Making and Problem Solving Antti Punkka Pekka Laitila 5 III-IV
  MS-E2136 Special Topics in Decision Making     v Not lectured this year
  MS-E2142 Optimointiopin seminaari Harri Ehtamo Anton von Schantz 5 Not lectured this year
  MS-E2144 Special topics in optimization Fabricio Oliveira   v I,II,III,IV,V
  MS-E2146 Integer Programming Fabricio Oliveira Juho Andelmin 5 Not lectured this year
  MS-E2148 Dynamic Optimization Harri Ehtamo Anton von Schantz 5 III-IV
  MS-E2152 Peliteoria Harri Ehtamo Anton von Schantz 5 Not lectured this year
  MS-E2170 Simulation Risto Lahdelma Tommi Ekholm 5 IV
  MS-E2177 Seminar on Case Studies in Operations Research Ahti Salo
Antti Punkka
Leevi Olander 5 III-V
  MS-E2191 Graduate Seminar on Operations Research Antti Punkka   5 I-II
  MS-E2193 Independent Studies in Systems Analysis     v I,II,III,IV,V
  MS-E2194 Research Course in Systems Science Ahti Salo   v I,II,III,IV,V
  MS-E2195 Web-based Courses in Systems Analysis     v I,II,III,IV,V
  TU-E3130 Luovan ongelmanratkaisun seminaari Esa Saarinen   5 I-II
  SCI3029.kand Systeemitieteiden kandidaattiseminaari Ahti Salo Juho Roponen 10 I-V + summer