. "Applied Mathematics"@en . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Probability and statistics"@en . . "6.0" . "Prerequisites\nDifferential and Integral Calculus I and II\n\nObjectives\nMaster concepts of statistical data analysis, probability theory and statistical inference to understanding and applying such concepts to solve real-life problems in engineering and science.\n\nProgram\n- Graphical representation of static and dynamic statistical data with R. - Basic concepts of probability theory. Conditional probability and total probability law. Bayes' theorem. Independence. - Random variables (discrete and continuous). Distribution function. Probability mass function and probability density function. Expected value, variance and quantiles. - Random pairs and linear transformation of random variables. Central limit theorem. - Statistical inference. Point estimation and interval estimation. - Hypothesis testing under normal populations. - Goodness of fit testing. - Linear regression.\n\nEvaluation Methodology\nExam/tests, possibly with minimum grade, complemented with continuous evaluation components (70%) + computational projects (30%). Oral evaluation for grades above 17 (out of 20).\n\nCross-Competence Component\nThe UC allows the development of transversal competences on Critical Thinking, Creativity and Problem Solving Strategies, in class, in autonomous work and in the several evaluation components. The percentage of the final grade associated with these competences should be around 15%.\n\nLaboratorial Component\nNot applicable.\n\nProgramming and Computing Component\nNot applicable.\n\nMore information at: https://fenix.tecnico.ulisboa.pt/cursos/lerc/disciplina-curricular/845953938490000" . . "Presential"@en . "TRUE" . . "Bachelor in Telecommunications and Informatics Engineering"@en . . "https://tecnico.ulisboa.pt/en/education/courses/undergraduate-programmes/telecommunications-and-informatics-engineering/ " . "180"^^ . "Presential"@en . "Programme Overview\nTelecommunications and Informatics Engineering is dedicated to “Internet Engineering”, namely the so-called “internet of things”, which allows us to interact with various objects, such as refrigerators, heating our homes or products for sale in a supermarket. As such, a Telecommunications and Informatics Engineer works with complex, fixed or mobile communication networks and related infrastructures. It also develops services or applications, knowing the related security aspects.\n\nEntry Requirements - National Admission to Higher education\n\n* National Admission Exams: Mathematics A + Physics and Chemistry (Minimum grade point: 100 points (out of 200))\n* Application Grade: MS x 50% + PI x 50% (Minimum grade point: 120 points (out of 200))\n - MS: high school final arithmetic average grade | PI: Average of national admission exams’ grades.\n\nhttps://tecnico.ulisboa.pt/en/education/study-at-tecnico/applications/national-admission-for-higher-education/ \n\nAdmissions can also be done through one of the following ways:\n\n* Course Change and Transfer\n* Holders of Middle Level/Higher Education degrees\n* Applicants over the age of 23\n* Special Admission Regime for International Students\n\nMore information about admissions to Técnico (national and international candidates) is available at: https://tecnico.ulisboa.pt/en/education/study-at-tecnico/applications/"@en . . . "3"@en . "FALSE" . . . "Bachelor"@en . "Thesis" . "697.00" . "Euro"@en . "7000.00" . "None" . "Fields:\n\n* Telecommunications companies\n* Information technology companies\n* Government agencies\n* Research and development organizations\n* Consulting firms\n* Start-ups\n\nThe average salary for a telecommunications engineer in Portugal is €35,000 per year. The average salary for an informatics engineer in Portugal is €30,000 per year.\n\nSome of the possible positions:\n\n* Telecommunications engineer\n* Network engineer\n* Systems engineer\n* Software engineer\n* Data scientist\n* Cyber security engineer"@en . "1"^^ . "TRUE" . "Midstream"@en . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .