# Computer Science with the specialization Data Science, 2016-2017

PLEASE NOTE: The Master Class is mandatory for all master students in their second year.

## first year

Course | Semester |
Block |
EC | Level |
---|---|---|---|---|

Advances in Data Mining | 1 | 6.0 | 500 | |

Bayesian Networks | 2 | 6.0 | 500 | |

Complex network (BM) | 1 | 6 | 400 | |

Databases and Data Mining | 1 | 6.0 | 500 | |

Evolutionary Algorithms | 1 | 6.0 | 500 | |

Introduction to Data Science | 1 | 6 | 400 | |

Linear & generalized linear models and linear algebra | 1 | 9 | 400 | |

Multimedia Information Retrieval | 2 | 6.0 | 500 | |

Multivariate analysis and multidimensional data analysis | 2 | 6 | 500 | |

Multicriteria Optimization and Decision Analysis | 1 | 6.0 | 500 | |

Neural Networks | 2 | 6.0 | 500 | |

Seminar Distributed Data Mining | 2 | 6.0 | 500 | |

Social Network Analysis for Computer Scientists | 1 | 6.0 | 500 |

## second year

Course | Semester |
Block |
EC | Level |
---|---|---|---|---|

Statistical learning theory | 4 | 500 | ||

Advanced Statistical Computing | 3 | 500 | ||

Master's Research Project | 42 | 600 | ||

Master Class | 0.0 | 600 |