CLAD COURSES
CLAD promotes free courses for its members on current topics related to Data Science.
Introduction to Deep Learning
Mário Figueiredo – Telecommunications Institute, Instituto Superior Técnico, University of Lisbon Abstract The course is organised by CLAD (Portuguese Association for Data Classification and Analysis) and offers an introduction to Deep Learning. Deep Learning is ver mais
Introduction to the Analysis and Visualisation of Complex Networks
Pedro Ribeiro – DCC/FCUP, University of Porto Abstract The course is organized by CLAD (Portuguese Association for Classification and Data Analysis) and proposes an introduction to the Analysis and Visualization of Complex Networks. In recent ver mais
Introduction to Data and Information Visualization Course
Summary The course is organized by CLAD (Portuguese Association for Classification and Data Analysis) and proposes an introduction to Data and Information Visualization. Visual representation allows for an easier understanding of large amounts of data; ver mais
Time series analysis – introduction and applications in R (2nd edition)
Isabel Silva Magalhães – Faculty of Engineering of the University of Porto Summary The course is organized by CLAD (Portuguese Association for Classification and Data Analysis. This course proposes an introduction to the statistical modeling ver mais
Introduction to LaTeX – INE
Conceição Amado (IST, Universidade de Lisboa) José Gonçalves Dias (ISCTE – Instituto Universitário de Lisboa) Summary The course is a joint organization of CLAD (Portuguese Association for Classification and Data Analysis) and INE (Instituto Nacional ver mais
Introduction and Practical Use of SOM (Self-Organizing Maps)
Victor Lobo – NOVA IMS / UNL e Escola Naval Summary The course is a joint organization of CLAD (Portuguese Association for Classification and Data Analysis) and the Faculty of Engineering of the University of ver mais
Data mining using Python
Jaime S. Cardoso – Faculdade de Engenharia da Universidade do Porto Summary The course is a joint organization of CLAD (Portuguese Association for Classification and Data Analysis) and the University of Aveiro (DEGEIT and DMAT) ver mais
Time series analysis – introduction and applications in R (1st edition)
Isabel Silva Magalhães – Faculdade de Engenharia da Universidade do Porto Summary The course is a joint organization of CLAD (Portuguese Association for Classification and Data Analysis) and IST (Department of Mathematics/CEMAT). This course proposes ver mais
Symbolic Data Analysis
Summary This course, organized by CLAD - Portuguese Association for Classification and Data Analysis, proposes an introduction to Symbolic Data Analysis (ADS), an approach that allows analyzing data that present intrinsic variability, without loss of ver mais
Introduction to PLS Path Modelling
Catarina Marques, ISCTE – Instituto Universitário de Lisboa Summary This course, organized by CLAD – Portuguese Association for Classification and Data Analysis, with the support of GEAD/ISEC – Statistics and Data Analysis Group of the ver mais
Models with latent classes
José Gonçalves Dias, ISCTE – Instituto Universitário de Lisboa Summary This course, organized by CLAD – Portuguese Association for Classification and Data Analysis, proposes an introduction to models with latent classes, also called finite mixture ver mais