Universiteit Utrecht (UU) • Master Artificial Intelligence
Las últimas cargas en Master Artificial Intelligence @ Universiteit Utrecht (UU). ¿Buscas apuntes de Master Artificial Intelligence en Universiteit Utrecht (UU)? Tenemos un montón de apuntes, guías de estudio y notas de estudio disponibles para Master Artificial Intelligence en Universiteit Utrecht (UU).
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Cursos Master Artificial Intelligence @ Universiteit Utrecht (UU)
Notas disponibles para los cursos siguiente de Master Artificial Intelligence en Universiteit Utrecht (UU)
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Cognitive Modeling INFOMCM 1
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Human-Centered Machine Learning 3
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Intelligent Agents INFOIAG 1
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Natural Language Generation INFOMNLG 6
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Pattern Recognition 1
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Social Computing 1
Último contenido Universiteit Utrecht (UU) • Master Artificial Intelligence
This document contains notes and summaries covering the content of the course Human-Centered Machine Learning within the Artificial Intelligence Master at Utrecht University. It is divided into two parts: Explainability and Fairness. It covers the following topics: 
- intro to XAI 
- interpretable models 
- model agnostic interpretability methods 
- neural network interpretability 
- intro to FAI 
- measuring fairness 
- interventions & making fair systems
- Resumen
- • 22 páginas's •
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Universiteit Utrecht•Human-Centered Machine Learning
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This document contains notes and summaries covering the content of the course Human-Centered Machine Learning within the Artificial Intelligence Master at Utrecht University. It is divided into two parts: Explainability and Fairness. It covers the following topics: 
- intro to XAI 
- interpretable models 
- model agnostic interpretability methods 
- neural network interpretability 
- intro to FAI 
- measuring fairness 
- interventions & making fair systems
This document contains notes and summaries covering the content of the course Cognitive Modeling within the Artificial Intelligence Master at Utrecht University. This is the list of topics: 
- computational rationality 
- process modeling and neuroscience 
- machine learning 1: principles and applications 
- machine learning 2: biologically inspired learning 
- probabilistic models: compositional cognitive models 
- probabilistic reasoning: communication and probabilistic models of pragmatics 
-...
- Resumen
- • 16 páginas's •
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Universiteit Utrecht•Cognitive Modeling
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This document contains notes and summaries covering the content of the course Cognitive Modeling within the Artificial Intelligence Master at Utrecht University. This is the list of topics: 
- computational rationality 
- process modeling and neuroscience 
- machine learning 1: principles and applications 
- machine learning 2: biologically inspired learning 
- probabilistic models: compositional cognitive models 
- probabilistic reasoning: communication and probabilistic models of pragmatics 
-...
This is a complete summary of all the topics covered in the course "Intelligent Agents" in block 1 of the first year of the Master in Artificial Intelligence at Utrecht University. 
 
The topics covered are the following: 
- Agent architectures 
- Ontology description logics 
- Description logics reasoning 
- Resource description framework and web ontology language 
- Agents for privacy 
- Agents for collaborative privacy 
- Trust in agents and the beta reputation system 
- Referral systems 
-...
- Book
- Resumen
- • 40 páginas's •
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Universiteit Utrecht•Intelligent Agents
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Artificial Intelligence • Stuart Russell, Peter Norvig• ISBN 9780134610993
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This is a complete summary of all the topics covered in the course "Intelligent Agents" in block 1 of the first year of the Master in Artificial Intelligence at Utrecht University. 
 
The topics covered are the following: 
- Agent architectures 
- Ontology description logics 
- Description logics reasoning 
- Resource description framework and web ontology language 
- Agents for privacy 
- Agents for collaborative privacy 
- Trust in agents and the beta reputation system 
- Referral systems 
-...