Descoberta de Conhecimento

Objectives:

Understand and develop data processing and analysis processes.

Learn and understand the functioning of data analysis algorithms used in previously undiscovered data classification tasks, supervised and unsupervised learning, association rules (“if you like X you will probably be interested in Y, Z and W”).

Big Data data processing and analysis concepts. Tools that allow you to deal with Big Data in the Cloud (based on Google technologies). Process terabytes in seconds and petabytes in minutes.

Video: Machine Learning: Making Sense of a Messy World

Tools for Artificial Intelligence.

Ethics in data processing in the form of debates between groups of students

Also develop Non-Technical Capabilities:

Oral and written communication skills

Conducting a demonstration

Report on the analysis, design and implementation of a solution

Work organization, time management and meeting deadlines

Team work and collaboration

Research capacity and autonomy