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Program

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Study Plan

1st  year - Fall Semester

resumo do conteudo da tabela
Course Units Duration Type Contact Hours Total Workload ECTS
Computers' Architecture Semester Mandatory TP - 67,5 | OT - 10 168 4
Foundational aspects of data science Semester Mandatory TP - 45 | OT - 5 112 4
Information Systems Semester Mandatory TP - 64,5 | S - 3 | OT - 7,5 168 6
Introduction to Programming Semester Mandatory TP - 67,5 | OT - 7,5 196 7
Linear Algebra Semester Mandatory T - 22,5 | PL - 22,5 | OT - 7,5 112 4
Mathematical Analysis I ** Semester Mandatory T - 22,5 | PL - 45 | OT - 7,5 140 5
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  • T – Theoretical Teaching;
  • TP – Theoretical/ Practical Teaching;
  • TC – Field Work;
  • PL – Theoretical/ Practical Teaching;
  • S – Seminar;
  • OT – Tutor Group;
  • ** – Course Unit available in both semesters;

1st  year - Spring Semester

resumo do conteudo da tabela
Course Units Duration Type Contact Hours Total Workload ECTS
Algorithms and Data Structures Semester Mandatory TP - 67,5 | OT - 7,5 168 6
Introduction to Artificial Intelligence Semester Mandatory TP - 67,5 | OT - 15 140 5
Introduction to Computational Thinking and Data Science Semester Mandatory TP - 45 | OT - 5 112 4
Mathematical Analysis II ** Semester Mandatory T - 22,5 | PL - 45 | OT - 7,5 196 7
Personal Development I Semester Mandatory TP - 22,5 | OT - 7,5 56 2
Statistics and Probability Distributions Semester Mandatory TP - 67,5 | OT - 7,5 168 6
Show subtitles
  • T – Theoretical Teaching;
  • TP – Theoretical/ Practical Teaching;
  • TC – Field Work;
  • PL – Theoretical/ Practical Teaching;
  • S – Seminar;
  • OT – Tutor Group;
  • ** – Course Unit available in both semesters;
  • Semestre 1 - 2;

2nd  year - Fall Semester

resumo do conteudo da tabela
Course Units Duration Type Contact Hours Total Workload ECTS
Data preprocessing and visualization Semester Mandatory TP - 67,5 | OT - 7,5 168 6
Databases Semester Mandatory TP - 64,5 | S - 3 | OT - 7,5 168 6
Machine Learning I Semester Mandatory TP - 67,5 | OT - 7,5 168 6
Programming for Data Science Semester Mandatory TP - 67,5 | OT - 7,5 168 6
Statistical Inference Semester Mandatory TP - 67,5 | OT - 7,5 168 6
Show subtitles
  • T – Theoretical Teaching;
  • TP – Theoretical/ Practical Teaching;
  • TC – Field Work;
  • PL – Theoretical/ Practical Teaching;
  • S – Seminar;
  • OT – Tutor Group;
  • ** – Course Unit available in both semesters;
  • Semestre 2 - 1;

2nd  year - Spring Semester

resumo do conteudo da tabela
Course Units Duration Type Contact Hours Total Workload ECTS
Big Data Storage Semester Mandatory TP - 67,5 | OT - 7,5 168 6
Forecasting Methods Semester Mandatory TP - 67,5 | OT - 15 168 6
Machine Learning II Semester Mandatory TP - 67,5 | OT - 7,5 168 6
Optimization Algorithms Semester Mandatory TP - 67,5 | OT - 7,5 168 6
Regression Analysis Semester Mandatory TP - 67,5 | OT - 7,5 168 6
Show subtitles
  • T – Theoretical Teaching;
  • TP – Theoretical/ Practical Teaching;
  • TC – Field Work;
  • PL – Theoretical/ Practical Teaching;
  • S – Seminar;
  • OT – Tutor Group;
  • ** – Course Unit available in both semesters;

3rd  year - Fall Semester

resumo do conteudo da tabela
Course Units Duration Type Contact Hours Total Workload ECTS
Big Data Analysis Semester Mandatory TP - 67,5 | OT - 15 168 6
Capstone Project Semester Mandatory TP - 22,5 | OT - 45 168 8
Deep Learning Semester Mandatory TP - 67,5 | OT - 15 168 6
Ethical, Social and Legal Aspects of Artificial Intelligence Semester Mandatory TP - 22,5 | OT - 7,5 56 2
Personal Development II Semester Mandatory TP - 22,5 | OT - 7,5 56 2
Text Mining Semester Mandatory TP - 45 | OT - 12,5 168 6
Show subtitles
  • T – Theoretical Teaching;
  • TP – Theoretical/ Practical Teaching;
  • TC – Field Work;
  • PL – Theoretical/ Practical Teaching;
  • S – Seminar;
  • OT – Tutor Group;
  • ** – Course Unit available in both semesters;

3rd  year - Spring Semester

resumo do conteudo da tabela
Course Units Duration Type Contact Hours Total Workload ECTS
Digital Innovation Projects Semester Elective TP - 45 | OT - 10 112 4
Entrepreneurship and Project Analysis Semester Elective TP - 45 | OT - 7,5 112 4
Geospatial Analytics Semester Elective TP - 45 | OT - 7,5 112 4
Informatics and Information Law Semester Elective TP - 45 | OT - 10 112 4
Information Systems Seminar Semester Elective T - 9 | S - 45 | OT - 7,5 | TC - 13,5 168 6
Innovation Management Semester Elective TP - 26 | S - 4 | OT - 12 | TC - 12 112 4
Network Analysis Semester Elective TP - 67,5 | OT - 10 168 6
Process Intelligence Semester Elective TP - 45 | OT - 7,5 112 4
Risk Management Semester Elective TP - 67,5 | OT - 10 168 6
Web Analytics Semester Elective TP - 45 | OT - 7,5 112 4
Web Marketing and E-business Semester Elective TP - 45 | OT - 10 112 4
Show subtitles
  • T – Theoretical Teaching;
  • TP – Theoretical/ Practical Teaching;
  • TC – Field Work;
  • PL – Theoretical/ Practical Teaching;
  • S – Seminar;
  • OT – Tutor Group;
  • ** – Course Unit available in both semesters;