Nota: para qualquer recurso, pedir acesso em Google Drive, se este não estiver imediatamente disponível.

Aula 01 - Welcome! What is data science? (Google slides, pdf, video (disp. durante 30 dias))
Aula 02 - Data Science Environment (Google slides, pdf)
Aula 03 - Data Science Methodology (Google slides, pdf, video)
Aula 04 - Data Science Hackathon Workshop - 2023:
  • Presentation 1: Paulo Branco (ISA) - working with river networks, problems, challenges and solutions (Download slides)
  • Presentation 2: João Rolim (ISA) - the experience on multidimensional data on agricultural water management (Download slides)
  • Presentation 3: Miguel Costa (ISA) - the challenges on supporting decision making practices based on data in agriculture (Download slides)
Aula 05 - Data Science Examples (Google slides, pdf)
Aula 06 - Data Science tools - python (Google slides, pdf, video)
Aula 07 - Data Science tools - data (Google slides, pdf, video)
Aula 08 - Data Science tools - Overview of modelling (Google slides, pdf)
Aula 09 - Data Science tools - Supervised and Unsupervised Learning (Google slides, pdf)
Aula 10 - Invited Seminar - Grapevine Data Science – Proximal sensing - Gonçalo Victorino (pptx, pdf, video)
              - Data Science tools - Semi-supervised and Reinforcement Learning (Google slides, pdf)
              - Communicating results (Google slides, pdf)
Aula 11 - Ethics and privacy (Google slides, pdf)



Anexos