Explainable ai Samenvattingen, Aantekeningen en Examens

Summary for the Interactive And Explainable AI Design course of the Master Data Science and Entrepreneurship.

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 covers the following topics: - intro to XAI - interpretable models - model agnostic interpretability methods - neural network interpretability

This document contains summaries of all the mandatory literature of 0LSUE0. It contains the following literature: - Parts of Artificial Intelligence: A Modern Approach - Parts of Can machines think? Fundamental problems of artificial intelligence (Müller) - Ethics of Artificial Intelligence (Bostrom) - Computing machinery and Intelligence (Turing) - Minds, brains, and programs (Searle) - A Tutorial Introduction to Decision Theory (North) The literature is all summarized in such a way th...

Summary of all class material for the Adaptive Interactive System exam at Utrecht University.

Summary of the most important themes of the lectures of Data Mining for Government and Business. This summary clearly describes all the concepts explained in the lectures. Clearly marking where a new week starts and an old week ends. Bullet point separated summary.