General courses planned for PPgSI:
Code | Course | Credits | Weekly workload |
|---|---|---|---|
Mandatory |
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| SIN5000 | Information Systems Research Methodology | 8 credits | 4 class hours |
| SIN5013 | Analysis of Algorithms and Data Structures | 8 credits | 4 class hours |
| SIN5002 | Pedagogical Preparation for Computing (mandatory only for the old regulations) | 4 credits | 2 class hours |
OptativeResearch Line: Systems Development and Management |
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| SIN5005 | Topics in Software Engineering | 8 credits | 4 class hours |
| SIN5009 | Business Process Computational Management | 8 credits | 4 class hours |
| SIN5010 | Project Management in Computing | 12 credits | 4 class hours |
| SIN5015 | Information Economy | 8 credits | 4 class hours |
| SIN5019 | Laboratory of Innovation in Information Systems | 8 credits | 4 class hours |
| SIN5022 | Software Testing | 12 credits | 4 class hours |
| SIN5025 | Process Mining | 8 credits | 4 class hours |
OptativeResearch Line: Systems Intelligence |
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| SIN5006 | Computational Intelligence | 12 credits | 4 class hours |
| SIN5007 | Pattern Recognition | 8 credits | 4 class hours |
| SIN5008 | Computational Statistics | 12 credits | 4 class hours |
| SIN5014 | Fundamentals of Graphics Processing | 8 credits | 4 class hours |
| SIN5016 | Machine Learning | 8 credits | 4 class hours |
| SIN5017 | Data Mining | 8 credits | 4 class hours |
| SIN5018 | Statistical Learning | 8 credits | 4 class hours |
| SIN5021 | Probabilistic Planning and Reinforcement Learning | 12 credits | 4 class hours |
| SIN5023 | Syntactic and Structural Pattern Recognition | 12 credits | 4 class hours |
| SIN5024 | Combinatorial Optimization Laboratory | 8 credits | 4 class hours |
| SIN5025 | Process Mining | 8 credits | 4 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.