
First Year 
Code  Name  Period  Type  Credits 
614G02002 
Discrete Mathematics 
1st fourmonth period

Basic training 
6 
614G02005 
Fundamentals of Computers 
1st fourmonth period

Basic training 
6 
614G02004 
Fundamentals of Programming I 
1st fourmonth period

Basic training 
6 
614G02001 
Linear Algebra 
1st fourmonth period

Basic training 
6 
614G02003 
Probability and Basic Statistics 
1st fourmonth period

Basic training 
6 
614G02009 
Fundamentals of Programming II 
2nd fourmonth period

Basic training 
6 
614G02010 
Internet: Networks and Data 
2nd fourmonth period

Basic training 
6 
614G02008 
Introduction to Databases 
2nd fourmonth period

Basic training 
6 
614G02006 
Multivariable Calculus 
2nd fourmonth period

Basic training 
6 
614G02007 
Statistical Inference 
2nd fourmonth period

Basic training 
6 
Second Year 
Code  Name  Period  Type  Credits 
614G02011 
Design and Analysis of Algorithms 
1st fourmonth period

Obligatory 
6 
614G02015 
High Performance Computing Infrastructures 
1st fourmonth period

Obligatory 
6 
614G02012 
Regression Models 
1st fourmonth period

Obligatory 
6 
614G02014 
Signals and Systems 
1st fourmonth period

Obligatory 
6 
614G02013 
Statistical Modeling of High Dimensional Data 
1st fourmonth period

Obligatory 
6 
614G02017 
Data Protection, Privacy and Security 
2nd fourmonth period

Obligatory 
6 
614G02016 
Database Modeling 
2nd fourmonth period

Obligatory 
6 
614G02018 
Information Theory 
2nd fourmonth period

Obligatory 
6 
614G02019 
Machine Learning I 
2nd fourmonth period

Obligatory 
6 
614G02020 
Mathematical Optimisation 
2nd fourmonth period

Obligatory 
6 
Third Year 
Code  Name  Period  Type  Credits 
614G02025 
Analytic Databases 
1st fourmonth period

Obligatory 
6 
614G02024 
Data Engineering Project Management 
1st fourmonth period

Obligatory 
6 
614G02021 
Machine Learning II 
1st fourmonth period

Obligatory 
6 
614G02023 
Parallel Processing 
1st fourmonth period

Obligatory 
6 
614G02022 
Statistical Analysis of Dependent Data 
1st fourmonth period

Obligatory 
6 
614G02028 
Image, Video and Audio Processing 
2nd fourmonth period

Obligatory 
6 
614G02027 
Information Retrieval 
2nd fourmonth period

Obligatory 
6 
614G02030 
Integration Technologies 
2nd fourmonth period

Obligatory 
6 
614G02026 
Machine Learning III 
2nd fourmonth period

Obligatory 
6 
614G02029 
Written Language Processing 
2nd fourmonth period

Obligatory 
6 
Fourth Year 
Code  Name  Period  Type  Credits 
614G02034 
Advanced Parallel Processing 
1st fourmonth period

Optional 
6 
614G02037 
Business and Entrepreneurship 
1st fourmonth period

Obligatory 
6 
614G02038 
Internship 
1st fourmonth period

Obligatory 
6 
614G02032 
Large Scale Machine Learning 
1st fourmonth period

Optional 
6 
614G02033 
Numerical Methods for Data Science 
1st fourmonth period

Optional 
6 
614G02036 
Simulation and Resampling Techniques 
1st fourmonth period

Optional 
6 
614G02035 
Spatiotemporal Data Representation and Management 
1st fourmonth period

Optional 
6 
614G02031 
Statistical Analysis of Complex Data 
1st fourmonth period

Optional 
6 
614G02039 
Audiovisual Data Analysis and Interpretation 
2nd fourmonth period

Optional 
6 
614G02041 
Data Management in Intelligent Scenarios 
2nd fourmonth period

Optional 
6 
614G02040 
Data Mobility 
2nd fourmonth period

Optional 
6 
614G02045 
Final Year Dissertation 
2nd fourmonth period

Obligatory 
12 
614G02043 
Natural Language Processing and Text Mining 
2nd fourmonth period

Optional 
6 
614G02042 
Omics Data Management and Modeling 
2nd fourmonth period

Optional 
6 
614G02044 
Recommender Systems 
2nd fourmonth period

Optional 
6 