Topo Cd Pe

Study Plan

Here you can access the Master's degree study plan, with the structure and mandatory and optional courses for each specialization available in 2026/27.

1^st year - Fall Semester

resumo do conteudo da tabela
Course Units	Type	Duration	ECTS
Data Stream Mining	Mandatory	Semester	7,5
Exploratory Topics in Artificial Intelligence	Mandatory	Semester	7,5
Programming Methods	Mandatory	Quarterly	4
Statistical Modelling	Mandatory	Semester	7,5
Big Data and Cloud Computing	Elective	Quarterly	3,5
Big Data Modelling na Management	Elective	Quarterly	3,5
Digital Transformation	Elective	Quarterly	3,5
Ethics in Data Science	Elective	Semester	7,5

1^st year - Spring Semester

resumo do conteudo da tabela
Course Units	Type	Duration	ECTS
Explainable Artificial Intelligence	Mandatory	Quarterly	4
Natural Language Processing	Mandatory	Quarterly	4
Neural and Evolutionary Learning	Mandatory	Quarterly	4
Reinforcement Learning	Mandatory	Quarterly	4
Big Data Analytics	Elective	Quarterly	3,5
Blockchain Development	Elective	Quarterly	3,5
Business Cases with Data Science	Elective	Semester	7,5
Business Intelligence	Elective	Semester	7,5
Business Process Analytics	Elective	Quarterly	3,5
Computational Intelligence for Optimization	Elective	Semester	7,5
Deep Learning	Elective	Semester	7,5
Machine Learning Operations	Elective	Quarterly	4
Network Analysis	Elective	Quarterly	4
Parallel Computing	Elective	Quarterly	4

2^nd year - Fall Semester

resumo do conteudo da tabela
Course Units	Type	Duration	ECTS
Dissertation/ Work Project	Mandatory	Annual	54
Research Methodologies	Mandatory	Annual	6