https://www.mads4e.dee.isep.ipp.pt/ 2026-09-13T10:38:36+00:00 https://www.mads4e.dee.isep.ipp.pt/ https://www.mads4e.dee.isep.ipp.pt/lib/exe/fetch.php?media=logo.png text/html 2026-09-12T13:58:56+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=about&rev=1789221536&do=diff The Minor in Applied Data Science for Engineering (MADS4Engineering) is a 30-ECTS programme in English offered by ISEP to international 3rd-year (or higher) engineering, product design and business students. The programme comprises the following modules: * Data Science Lab (21.0 ECTS) * Critical Thinking & Ethics in Data Science (1.5 ECTS) text/html 2026-09-09T16:36:33+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=docs&rev=1788971793&do=diff Description Link(s) Interim Report Please insert here the link(s) to the corresponding file(s) Interim Presentation Please insert here the link(s) to the corresponding file(s) GitHub repo Please insert here the link(s) to the corresponding file(s) text/html 2026-09-09T13:04:38+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report&rev=1788959078&do=diff Title of the Report * Author1 * Author2 * Author3 * Author4 Abstract List of Acronyms Acronym Description CRISP-DMCross-Industry Standard Process for Data MiningISEPInstituto Superior de Engenharia do PortoMADS4EngineeringMinor in Applied Data Science to Engineering text/html 2026-09-08T18:46:28+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:dun&rev=1788893188&do=diff Data Understanding Introduction Data Sources Data Quality Assessment Exploratory Analysis Data Limitations Summary text/html 2026-09-08T18:38:53+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:soa&rev=1788892733&do=diff State of the Art This chapter provides the reader with the relevant technical-scientific background as well as existing related products and research, also known as the state of the art, in the field(s) of the project. Introduction Provide here an overview of the contents (structure) of this chapter. text/html 2026-09-08T18:38:16+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:dgn&rev=1788892696&do=diff Solution Design Introduction Solution Vision Design Requirements User Stories Conceptual Data Model Information Architecture UX/UI Design Summary text/html 2026-09-08T18:37:24+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:pru&rev=1788892644&do=diff Problem Understanding Introduction Provide here an overview of the contents (structure) of this chapter. Challenge Description Stakeholder Analysis User Analysis Requirements Objectives and Success Criteria Summary text/html 2026-09-08T17:59:02+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:eth&rev=1788890342&do=diff Critical Thinking and Ethical Considerations Introduction Provide here an overview of the contents (structure) of this chapter. Stakeholders and Impact Identification of affected stakeholders Expected benefits Potential risks   Risks and Concerns text/html 2026-09-08T17:46:22+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:intro&rev=1788889582&do=diff Introduction Project Context // MADS4Engineering as a project-based learning programme; the real-world challenge; the composition of the team; the relevance of multidisciplinary and intercultural collaboration.// Challenge and Objectives Describe very briefly the challenge addressed; main project objective; key expected outcome. text/html 2026-09-08T17:41:18+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:dvp&rev=1788889278&do=diff Development Introduction Provide here an overview of the contents (structure) of this chapter. System Architecture Data Pipeline Backend Development Analytics Components Front-End Development Integration Summary Provide here the conclusions of this chapter and make the bridge to the next chapter. text/html 2026-09-08T17:04:28+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:dpl&rev=1788887068&do=diff Deployment Introduction User Manual Installation and Deployment Sustainability and Maintenance Summary text/html 2026-09-08T17:03:17+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:eva&rev=1788886997&do=diff Evaluation Introduction Functional Testing Usability Testing Validation Against Requirements Discussion text/html 2026-09-08T16:49:39+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:conc&rev=1788886179&do=diff Conclusions Achievements Discuss here what was achieved (wrt the initial objectives) and what is missing (wrt the initial objectives) of the project. Limitations Identify here the limitations of the solution and prototype. Future Work Provide here your recommendations for future work. text/html 2026-09-08T16:49:02+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:mtd&rev=1788886142&do=diff Methodology Introduction Provide here an overview of the contents (structure) of this chapter. Design Thinking CRISP-DM Scrum-Based Development Summary text/html 2026-09-08T16:03:55+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:gls&rev=1788883435&do=diff List of Acronyms Acronym Description CRISP-DMCross-Industry Standard Process for Data MiningISEPInstituto Superior de Engenharia do PortoMADS4EngineeringMinor in Applied Data Science to Engineering text/html 2026-09-08T16:00:49+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:frt&rev=1788883249&do=diff Title of the Report * Author1 * Author2 * Author3 * Author4 text/html 2026-09-08T15:59:52+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=plan&rev=1788883192&do=diff Date Milestone Expected Outputs 2026-09-18 Challenge Selection Choose and share your top-3 preferred data-driven challenges via email to mads4engineering@isep.ipp.pt 2026-09-25 Business Understanding Challenge description, stakeholder map, problem statement, objectives, success criteria and project scope text/html 2026-09-05T20:01:31+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=start&rev=1788638491&do=diff This is your project wiki. It should be updated every week to edit: * the weekly report * the minute of the last meeting * the agenda of the next meeting * the report. Please use the MS Teams channel of your team for sharing and holding project-related data. text/html 2026-09-05T19:37:15+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=user:epsatisep&rev=1788637035&do=diff The Minor in Applied Data Science for Engineering (MADS4Engineering) is a 30-ECTS programme in English offered by ISEP to international 3rd- and 4th-year (or higher) engineering, product design and business students. The programme comprises the following modules: * Data Science Lab (21.0 ECTS) * Critical Thinking & Ethics in Data Science (1.5 ECTS) text/html 2026-09-05T19:33:36+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=wiki:user:epsatisep&rev=1788636816&do=diff This is the Wiki template of the Data Science Lab module of MADS4Engineering. MADS4Engineering is a one-semester, 30 ECTS programme taught in English and offered to international third- and fourth-year engineering students. The programme combines a 21 ECTS project with 9 ECTS of intensive seminars covering Critical Thinking and Ethics in Data Science, Data Preparation, Processing and Visualisation, Intercultural and Technical-Scientific Communication, Mathematics for Data Science, Programming f…