Master DATA SCIENCE

Master

En Barcelona (Spain)

$ 20.562.090

*Precio estimado

Importe original en EUR:

22.900 €

Descripción

  • Tipología

    Master

  • Lugar

    Barcelona (Spain)

  • Duración

    2

  • Inicio

    Fechas disponibles

The Master's programme builds upon the foundation learned in Bachelor's programme and goes further in- depth in mathematics, programming, algorithms, databases, statistics, optimisation, bioinformatics, information retrieval and machine learning. The programme offers a rich set of elective courses covering cutting-edge achievements in data science.

Master's students apply their newly earned knowledge to a programme-long project based on an idea they propose during enrollment. The project expands as students’ knowledge grows and upon graduation the outcome is presented to peers, mentors, industry partners and even venture funds during university demo day.

Materias

  • Data Mining
  • Data analysis
  • Data Protection
  • Algorithms
  • Statistics
  • Mathematics
  • Data Management
  • Programming
  • Data science
  • Technical Project Management

Temario

FIRST YEAR
  • COMBINATORICS AND GRAPHS
  • OBJECT-ORIENTED PROGRAMMING (C++)
  • DATA STRUCTURES AND ALGORITHMS
  • DATABASES
  • THEORY OF PROBABILITY AND STATISTICS
  • PRACTICAL UNIX
  • INTRODUCTION TO INTERACTION DESIGN
  • DISCRETE OPTIMIZATION
  • MASTER'S MACHINE LEARNING
  • PYTHON
  • NETWORKS
  • JAVA PROGRAMMING
  • BIG DATA ANALYSIS/MACHINE LEARNING - 2
  • R
  • CONVEX OPTIMIZATION
  • LEADERSHIP AND GROUP DYNAMICS
  • TECHNICAL WRITING AND PRESENTING
  • СOMPLEXITY THEORY
  • TECHNICAL PROJECT MANAGEMENT
  • NONLINEAR OPTIMIZATION
  • STATISTICAL DATA ANALYSIS
  • CAPSTONE PROJECT - 1
  • SEMINARS & WORKSHOPS - 1
SECOND YEAR
  • PARALLEL AND DISTRIBUTED COMPUTING
  • STATISTICAL DATA ANALYSIS - 2
  • SOFTWARE DESIGN
  • STOCHASTIC AND HUGE-SCALE OPTIMIZATION
  • FOUNDATIONS OF CRYPTOGRAPHY
  • MAP REDUCE
  • DISTRIBUTED DATABASES
  • TEXT MINING
  • GAME THEORY
  • NEURAL NETWORKS AND DEEP LEARNING
  • SOCIAL NETWORK ANALYSIS
  • TIME SERIES
  • ROBUST OPTIMIZATION
  • IMAGE AND VIDEO ANALYSIS - 1
  • INFORMATION RETRIEVAL
  • AUCTIONS
  • STATISTICAL DATA ANALYSIS - 3
  • INFORMATION THEORY
  • IMAGE AND VIDEO ANALYSIS - 2
  • MACHINE TRANSLATION
  • DATA VISUALIZATION
  • ALGORITHMS IN BIOINFORMATICS
  • SPECTRAL GRAPH ANALYSIS AND DATA SCIENCE APPLICATIONS
  • WEB GRAPHS
  • CAPSTONE PROJECT - 2
  • SEMINARS & WORKSHOPS - 2

Master DATA SCIENCE

$ 20.562.090

*Precio estimado

Importe original en EUR:

22.900 €