Course Catalog

General courses planned for PPgSI:

Code
Course
Credits
Weekly workload

Mandatory
SIN5000Information Systems Research Methodology8 credits4 class hours
SIN5013Analysis of Algorithms and Data Structures8 credits4 class hours
SIN5002Pedagogical Preparation for Computing (mandatory only for the old regulations)4 credits2 class hours

Optative
Research Line: Systems Development and Management
SIN5005Topics in Software Engineering8 credits4 class hours
SIN5009Business Process Computational Management8 credits4 class hours
SIN5010Project Management in Computing12 credits4 class hours
SIN5015Information Economy8 credits4 class hours
SIN5019Laboratory of Innovation in Information Systems8 credits4 class hours
SIN5022Software Testing12 credits4 class hours
SIN5025Process Mining8 credits4 class hours

Optative
Research Line: Systems Intelligence
SIN5006Computational Intelligence12 credits4 class hours
SIN5007Pattern Recognition8 credits4 class hours
SIN5008Computational Statistics12 credits4 class hours
SIN5014Fundamentals of Graphics Processing8 credits4 class hours
SIN5016Machine Learning8 credits4 class hours
SIN5017Data Mining8 credits4 class hours
SIN5018Statistical Learning8 credits4 class hours
SIN5021Probabilistic Planning and Reinforcement Learning12 credits4 class hours
SIN5023Syntactic and Structural Pattern Recognition12 credits4 class hours
SIN5024Combinatorial Optimization Laboratory8 credits4 class hours
SIN5025Process Mining8 credits4 class hours

Minimum number of credits in PPgSI courses: 32 credits (16 in mandatory courses + 16 in optative courses); for the old regulations; 48 credits (24 in mandatory courses + 24 in optative courses); for the old regulations.