| Course Unit |
ECTS |
Teacher responsible |
external guests |
Proposed content |
Module 1
Business Analytics: Introduction and applications |
1
ECTS |
João Nuno
Gonçalves |
Quidgest |
Introduction to the curricular unit and presentation of the general operation of the training. Introduction to Business
Fundamentals, success stories and applications. |
Module 2
Descriptive analysis |
2
ECTS |
João Nuno
Gonçalves |
|
Introduction to exploratory analysis
Analysis. Descriptive and inferential statistics
Inferential statistics.
Pre-processing and
transformation.
Exploratory graphics. |
Module 3
Predictive analysis |
10
ECTS |
João Nuno
Gonçalves |
|
Linear and non-linear models of
Classification and Regression.
Optimization of predictive models.
Evaluation of predictive models.
Modeling, forecasting and evaluation of
time series. |
Module 4
Analytical
prescriptive |
10
ECTS |
João Nuno
Gonçalves |
Quidgest |
Introduction to Modeling, Simulation
Optimization.
Introduction to single/multi-objective optimization:
methods and applications. |
Module 5
Solving
case studies |
2
ECTS |
João Nuno
Gonçalves |
Quidgest |
Resolution of various practical cases,
in which trainees will
to put into practice the
learned content. |
Note: Applying for the PRR reinforces the modularity of the offers, which means that a student will only be able to take individual courses and not the whole course.
