Massimilianogarzoni

This document presents an in depth summary of the Introduction to Data Science course within the Cognitive Science and Artificial Intelligence bachelor program at Tilburg University. This summary covers the basic topics of Machine Learning and Data Science, such as Supervised and Supervised learning at an intermediate level. It also provides clear explanations of the most used algorithms in ML, both for Classification and Regression analysis in Supervised Learning and clustering and dimensional...

This document presents a summary of the Cognitive Robotics course within the Cognitive Science and Artificial Intelligence bachelor program at Tilburg University. This summary covers the theoretical frameworks of Cognitive Science applied to research in intelligent systems, such as Embodied Cognition and Symbolic Reasoning. It also presents an historical overview of the field, with information about Braitenberg's Vehicles, the hype and death of the Good-Old-Fashioned-AI and other important aspe...

This summary reflects an introductory course in Artificial Intelligence at Tilburg University. It is a broad course in nature, therefore students from different backgrounds can relate to it without difficulties. The document includes information on the following topics: - What is Artificial Intelligence - Definition of 'Intelligence' and of 'Artificial' - Strong AI vs. Weak AI - AI as Science vs. AI as Engineering - Artificial General Intelligence vs. Narrow AI - AI as a multidiscipli...

This Summary reflects the content of the course "Web Science" of the bachelor track in Cognitive Science and Artificial Intelligence at Tilburg University. This Summary covers content in: - Web Science as an interdisciplinary field - What is the Web - Which phenomena does Web Science seek to explain - The Internet - Circuit Switching - Packet Switching - History of the Internet (Where did the internet come from, and who built it) - Components that direct and transmit Internet traff...

This Summary reflects the content of the course "Statistics for CSAI 2" of the bachelor track in Cognitive Science and Artificial Intelligence at Tilburg University. As this is a summary of an intermediate Statistics course, it is applicable to any other statistics course of this kind; not necessarily for CSAI. The content covered is the following: - Probability vs. Statistics (probability theory, bayesian vs. frequentist etc.) - Probability Distributions (normal, binomial, t, f, chi-square...

This Summary reflects the content of the course "Statistics for CSAI 1" of the bachelor track in Cognitive Science and Artificial Intelligence at Tilburg University. It is a summary which information can be applied to any introductory course in Statistics, as it includes information about: - Generating and Testing Theories - Scales of Measurement - Reliability of Measures - Variable Terminology - Common Types of Research - Types of Validity - Descriptive Statistics (mean, standard deviation,...

This summary covers the content of the course "Human - Computer Interaction" of the bachelor track of Cognitive Science and Artificial Intelligence at Tilburg University. The topics covered are: - General introduction to HCI - Brief History - Approaches to designing an app - Key differences between computers and humans - Virtual reality and spatial computing - Augmented reality