Competencies and objectives
- Course context for academic year 2020-21
- Course content (verified by ANECA in official undergraduate and Master’s degrees)
- Learning outcomes (Training objectives)
- Specific objectives stated by the academic staff for academic year 2020-21
Course context for academic year 2020-21
El aprendizaje automático es la rama de la inteligencia artificial que estudia cómo dotar a los computadores de la capacidad para aprender modelos de forma automática a partir de datos. En esta asignatura se pretende proporcionar una visión general de las técnicas más utilizadas en aprendizaje automático en sus tres paradigmas principales: aprendizaje supervisado, aprendizaje no supervisado y aprendizaje por refuerzo.
Course content (verified by ANECA in official undergraduate and Master’s degrees)
General Competences:>>Instrumental
- CG1 : Advise on the choice, acquisition, and implementation of robotic and/or automated systems for different applications.
- CG2 : Make decisions in the design and planning of a robotics and/or automation project, taking into account quality and environmental criteria.
- CG3 : Implement and maintain robotics and/or automation projects that satisfy the requirements of industrial or service applications.
- CG6 : Analyse, synthesise problems and make decisions.
General Competences:>>Interpersonal
- CG10 : Critical reasoning.
General Competences:>>Systematic
- CG12 : Capacity to apply the knowledge acquired to real situations.
- CG13 : Capacity to work and learn autonomously.
- CG14 : Capacity to adapt to new situations, promoting creativity and an entrepreneurial spirit.
Specific Competences:>>Robotics
- CER010 : Conocer y saber aplicar las principales técnicas de aprendizaje y Deep learning en sistemas robóticos.
Specific Competences:>>Vision
- CEVI5 : Conocer y aplicar métodos, técnicas e instrumentos de aprendizaje automático y Deep learning en visión artificial.
Specific Competences:>>Sensory
- CESE4 : Analyse and optimise the design of a measurement acquisition system to obtain the required precision and accuracy.
Learning outcomes (Training objectives)
No data
Specific objectives stated by the academic staff for academic year 2020-21
No data
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