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title: "Artificial Intelligence & Machine Learning"
canonical: "https://www.wiki-precisielandbouw.nl/space/pl03/5767223/Artificial%20Intelligence%20%26%20Machine%20Learning"
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Deze pagina is in ontwikkeling. Definities: Artificial Intelligence: is   intelligence   demonstrated by   machines , as opposed to  natural intelligence   displayed by   animals   including   humans . Leading AI textbooks define the field as the study of " intelligent agents ": any system that perceives its environment and takes actions that maximize its chance of achieving its goals.   Some popular accounts use the term "artificial intelligence" to describe machines that mimic "cognitive" functions that humans associate with the   human mind , such as "learning" and "problem solving", however, this definition is rejected by major AI researchers Machine Learning: is the study of computer   algorithms   that can improve automatically through experience and by the use of data.   It is seen as a part of   artificial intelligence . Machine learning algorithms build a model based on sample data, known as   training data , in order to make predictions or decisions without being explicitly programmed to do so.   Machine learning algorithms are used in a wide variety of applications, such as in medicine,   email filtering ,   speech recognition , and   computer vision , where it is difficult or unfeasible to develop conventional algorithms to perform the needed tasks Deep Learning Federated Learning: a form of collaborated learning where AI learns from"decentralized data, offer new avenues for learning from sensitive data, including socio-economic and geo-referenced information sources, and address emerging ethical issues about data privacy and sovereignty Achtergronden & informatie: Kunstmatige intelligentie:  https://www.wur.nl/nl/Onderzoek-Resultaten/Onderzoekprogrammas/Onderzoeks-en-investeringsprogrammas/Kunstmatige-intelligentie.htm Machine Learning:  https://www.wur.nl/en/Research-Results/Chair-groups/Plant-Sciences/Bioinformatics/Research/Machine-learning.htm Deep Learning:  https://www.wur.nl/en/article/Deep-learning-in-plant-phenotyping.htm Federated Learning:  https://flipgrid.com/s/z9WVi6VgEDXx Mansholt lecture 2021:   Navigating the Twilight Zone De NL AI-coalitie heeft  een groene AI-cursus beschikbaar gesteld via:  https://agrifood.ai-cursus.nl/