Predictive Methods of Data Mining
This curricular unit has as primary goal to allow students to gain a fundamental understanding of Predictive Analytics.
This course will cover the basics of predictive analytics and modeling data to determine which algorithms to use. Understand the similarities and differences and which options affect the models most.
Topics covered include predictive analytics algorithms for supervised learning, including decision trees, neural networks, k-nearest neighbor, support vector machines, and model ensembles.
At the end of the course, participants will be able to use these skills to produce a fully processed data set compatible with building robust predictive models that can be deployed to increase profitability.
Roberto André Pereira Henriques
Weekly - Available soon
Total - Available soon
Portuguese. If there are Erasmus students, classes will be taught in English
Programs where the course is taught:
- Specialization in Information Analysis and Management
- Specialization in Risk Analysis and Management
- Specialization in Knowledge Management and Business Intelligence
- Specialization in Information Systems and Technologies Management
- Specialization in Marketing Intelligence
- Specialization in Marketing Research and CRM
- Specialization in Knowledge Management and Business Intelligence – Working Hours Format
- Specialization in Information Systems and Technologies Management - Working Hours Format
- Specialization in Marketing Intelligence - Working Hours Format
- Post-Graduation in Information Analysis and Management
- Post-Graduation Risk Analysis and Management
- PostGraduate in Smart Cities
- PostGraduate in Data Science for Marketing
- PostGraduate in Digital Enterprise Management
- PostGraduate Digital Marketing and Analytics
- PostGraduate in Information Management and Business Intelligence in Healthcare
- Post-Graduation in Knowledge Management and Business Intelligence
- Post-Graduation Information Systems and Technologies Management
- Post-Graduation in Marketing Intelligence
- Post-Graduation Marketing Research e CRM
- PostGraduate in Enterprise Information Systems