Machine Learning

Elements of AI is a free online course that describes the basics of AI. The course is intended for everyone who wants to learn what AI is, what you can do (or…

AI Class sets out to improve general knowledge about Artificial Intelligence (AI), Machine Learning (ML) and Deep Learning (DL). The aim to increase understanding of how these techniques can be used to…

Artificiell intelligens (AI) är inte bara en teknologi. Utöver algoritmerna driver AI olika tjänster som snabbt förändrar våra arbeten och liv, samt i förlängningen själva samhällsstrukturen. Kursen Human-Centered Machine Learning är poddbaserad…

This online MOOC course introduces you to Artificial Intelligence (AI) and Machine Learning. Additional to this, it will give you basic knowledge in Big Data, Mathematics, Probability, Statistics, and the programming language…

In this course, we will explore Machine Learning and Neural Networks in particular. The objective is to reveal the simplicity at the core and cut through the jargon. Among other things, we…

This course gives a basic overview of Artificial Intelligence (AI) and its applications. Specifically, it provides basic knowledge of machine learning and deep learning algorithms, robotics, reasoning, medical neuroscience, psychology, cognition, as…

I denna kurs behandlar vi resonemang och beslutsfattande som är grundläggande funktioner för alla intelligenta system. Kursen är öppen för yrkesverksamma med kunskap inom teknik och systemutveckling inom industrin och offentliga organisationer….

The course provides knowledge to address various data science problems and datasets. At the end of the course, you will be able to define and clarify what data mining is about, be…

Kursen är utformad för yrkesverksamma inom industrin och offentliga organisationer med kunskap inom teknik och systemutveckling. Du får ta del av olika väletablerade AI-metoder och verktyg och se de potentiella möjligheter som…

Mycket av framgången inom fältet artificiell intelligens (AI) under de senaste 10-15 åren kommer från framsteg inom AI-delområdet maskininlärning. I maskininlärning jobbar vi med algoritmer och metoder som lär sig att utföra…

En dags introduktion för yrkesverksamma. Vad är AI och hur kan det användas i din verksamhet? Artificiell Intelligens har utvecklats kraftigt de senaste åren, speciellt inom delområdet maskininlärning. I den här endagskursen…

Learn how to use methods for satellite image classification and for spatial modelling and analysis in urban applications. Course Description Explore advanced techniques in satellite image classification and spatial modeling for urban…

Lunds universitet erbjuder uppdragsutbildningen ‘AI för civilingenjörer’ på avancerad nivå med syfte att ge fördjupande kunskaper för tillämpningar av AI-lösningar. Utbildningen ger en inblick i utvalda delområden inom AI – från problemformulering…

In this course, you will learn about the relationship between technology and society, to understand the interplay between technology and social and cultural factors. Successful innovative technologies need to be adopted and…

The course covers how to process and draw conclusions from data through data mining and machine learning. The course introduces some theory on machine learning, but mainly focuses on current applied methods…

Kursen introducerar artificiell intelligens genom att fokusera på vissa av dess delområde, t.ex. resonemang, spelprogrammering, maskininlärning, eller naturligt språkbehandling.

Today, the explosion of data has created new opportunities to apply machine learning (ML). Handling of the large amounts of data created by the very rapid digitization would not be possible without…

Do you want to learn how to manage and process data to build AI applications for the manufacturing industry? About the course Applied AI refers to AI technology that is used for…

The courses is for professionals and part of the programme MAISTR (hh.se/maistr) where participants can study the entire programme or individual courses. The course is part of the course track machine learning…

The course is part of the programme MAISTR (hh.se/maistr) where participants can take the entire programme or individual courses. The course is for professionals and is held online in English. The courses…

This course presents an application-focused and hands-on approach to learning neural networks and reinforcement learning. It can be viewed as first introduction to deep learning methods, presenting a wide range of connectionist…

The course is part of the programme MAISTR (hh.se/maistr) where participants can take the entire programme or individual courses. The course is for professionals and is held online in English. The courses…

The courses is for professionals and part of the programme MAISTR (hh.se/maistr) where participants can study the entire programme or individual courses. The course is part of the course track machine learning…