Study guides

Title of qualification awarded

Degree in Computational Mathematics and Data Analytics

Table of credits for each course

  Basic training Compulsory Optional Bachelor's Degree Final Project
1st year 60      
2nd year   60    
3rd year   60    
4th year     48 12
Totals 60 120 48 12

Period of study

The academic year is divided into semesters.

Part-time or full-time

Full-time dedication; part-time option available.

Specialisations

Basic and compulsory training

1st year 2nd year
1st semester
  • Linear Algebra
  • One-Variable Calculus
  • Introduction to Programming
  • Foundations of Computers
  • System Software
2nd semester
  • Probability
  • Multi-Variable Calculus
  • Algorithmics and Combinatorics in Graphs. Heuristic Methods
  • Object-Oriented Programming
  • Numerical Calculus
1st semester
  • 3D Visualisation
  • Modelling and Inference
  • Techniques of Algorithm Design
  • Relational Databases
  • Numerical and Probabilistic Methods
2nd semester
  • Optimisation
  • Ordinary Differential Equations
  • Artificial Intelligence
  • Complex Data Analysis
  • Complex Fourier Analysis
3rd year 4th year
1st semester
  • Equations in Partial Derivatives
  • Physics, Abstraction and Computation
  • Computational Learning
  • High Performance Computation
  • Information Theory
2nd semester
  • Distributed Systems
  • Networks Learning
  • Quantum Information
  • Non-Relational Databases
  • Modelling and Simulation
  • Bachelor's Degree Final Project

Optional subjects

4th year
  • Financial Data Analysis
  • Temporal Data Analysis
  • Methods of Analysis in Health Sciences
  • Bioinformatics
  • Data Analysis in Astrophysics
  • Data-Project Management
  • Information and Security
  • Topological Data Analysis
  • Game Theory
  • Internet of Things
  • Natural Language Processing
  • Computer Vision
  • High Performance Simulation
  • Computational Chemistry
  • High-Performance Mathematics Libraries
  • Work Placement
  • Topics in Present-Day Science

 

All optional subjects are worth 6 credits, except for this one which is worth 12 credits.