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Recent development in machine learning have led to a surge of interest in artificial neural networks (ANN). New efficient algorithms and increasingly powerful hardware has made it possible to create very complex and high-performing ANNs. The process of training such complex networks has become known as deep learning and the complex networks are typically called deep neural networks. A possibility
Kursen ger en introduktion till centrala idédiskussioner och utveckling inom GIS. Syftet är att introducera några av de viktigaste teorierna om och praktiska tillämpningarna av GIS. Under kursens gång blir studenterna uppmärksammade på potentialen hos GIS samt tillämpningar inom olika ämnesområden. De grundläggande principerna för GIS och centrala aspekter av den aktuellaste tekniken behandlas vidThe course aims to provide an introduction to the rapidly growing field of GIS, for students interested in applying it within their projects and research. It is strongly interdisciplinary in scope, and thus is appropriate for students from a diverse set of backgrounds. This would include students with undergraduate degrees in the social and human sciences, economics, sustainability and development
Lund University is a world-class university that works to understand, explain and improve our world and the human condition. We offer a wide range of capacity development programmes to strengthen companies, professional organisations, authorities and individuals to achieve their own and global development initiatives, including the UN's Agenda 2030. Empowering individuals, organisations and societ
Marcin from PolandWhy did you decide to study at Lund University?"I decided to study at Lund University because of my prior studies in Sweden. I did my Erasmus exchange at Blekinge Tekniska Högskola in Karlskrona and I loved the study system in Sweden. It offers great support to students. Teachers are there for the students, not the other way around. When I went back to Poland, I knew I wanted to
https://www.lunduniversity.lu.se/lubas/i-uoh-lu-tasud/what-marcin-says-about-masters-sustainable-urban-design - 2025-12-17
Application fee or proof of fee exemptionIn order to have your application processed, non-EU citizens must pay the application fee by the deadline (early February if you are applying to autumn studies). If you have an EU citizenship or other exemption from the application fee, you must have submitted proof of this by the same deadline. Please note that your application will not be processed until
https://www.lunduniversity.lu.se/admissions/bachelors-and-masters-studies/applying-studies-when-apply/documentation - 2025-12-18
Julaina from Singapore About the programme and the teaching style Why did you choose Lund University? "Pursuing a Master’s degree was an aspiration I aimed to fulfil, and selecting a programme that aligned with my interests was crucial. The Master’s programme in Service Management with a specialisation in Culture and Creativity Management at Lund University caught my attention, as it perfectly com
Hichem from TunisiaWhy did you choose Lund University? "I chose Lund University for several compelling reasons. Firstly, Lund University enjoys a well-deserved reputation for its outstanding academic training. The University consistently demonstrates a commitment to excellence, and I was eager to be a part of a learning environment that values rigorous education. Lund's consistent ranking among th
https://www.lunduniversity.lu.se/lubas/i-uoh-lu-haeuh/what-hichem-says-about-masters-european-studies - 2025-12-18
Sualihu from GhanaWhy did you choose Lund University?"I chose Lund University for several reasons. Firstly, it offers the most comprehensive multidisciplinary programmes for international students, integrates cutting-edge research practices, and offers the most detailed course content. The labour market is always yearning for graduates of Lund. Additionally, the university’s environment, fairness,
Channan from the UKAbout the programme and the teaching style Why did you choose Lund University? "The primary reason why I chose to come to Lund was the strength of my chosen course: the Master’s in Environmental Management and Policy. It stood out to me for its word-of-mouth reputation, dual management and policy lens, as well as its focus on practical application. More broadly, Lund University
In general, all students wishing to study Bachelor's or Master's level programmes and courses at a Swedish university must apply online using the University Admissions in Sweden website (universityadmissions.se) during the national application periods. The academic yearThe academic year at Lund University is divided into two semesters (autumn and spring), each lasting 20 weeks. The autumn semester
https://www.lunduniversity.lu.se/admissions/bachelors-and-masters-studies/applying-studies-when-apply - 2025-12-17
Avelina from Germany About the programme and the teaching style How did you find out about Lund University and why did you choose this programme? "I was mostly looking at what I wanted to study first. I knew that I wanted to do something in the direction of biology and chemistry, just the human body in general, and something that would get me into research. When I was in 10th grade, I got a big
https://www.lunduniversity.lu.se/lubas/i-uoh-lu-mgbim/what-avelina-says-about-bachelors-biomedicine - 2025-12-18
Kursen börjar med beskrivande statistik, population och stickprov, samt elementär sannolikhetslära och vanliga fördelningar. Vidare behandlas hypotesprövning och konfidensintervall, korrelation och regression, variansanalys, Chi-tvåtest och ickeparametriska metoder. Ett annat viktigt inslag är att arbeta med statistiska standardprogram.The course start withdescriptive statistics, populations and samples as wellas elementary probability theory and standard distributions. Further we treat tests and confidence intervals, correlation, regression, analysis of variance, Chi-square-tests and non-parametric methods. Another important part is working with standard statistical programs.
I den här kursen får du lära dig att programmera från grunden. Du kommer att få lära dig allmänna principer inom programmering som olika datatyper, programflödesstyrning (t.ex. loopar och villkorsatser) samt hur man strukturerar program med funktioner och klasser. Dessutom kommer du att få lära dig programmering som är mer specifikt inriktad på statistik och ofta bygger på att generera slumptal. EThis course teaches you the basics of programming. You’ll learn core concepts such as data types, control flow (like loops and if-statements), and how to organise code using functions and classes. You’ll also explore programming techniques used in statistics. This includes generating random numbers for simulations and working with methods that require large-scale computation. You’ll learn what the
Kurspaketet består av följande kurser: STAN48 Statistics: Programming for Data Science, 7.5 hp I den här kursen får du lära dig modern statistisk datoranvändning inom data science genom implementeringar i populära programspråk såsom R och Python. Du kommer att lära dig R- och Python-miljöerna och att använda deras paket och moduler för statistik och att arbeta med data frames, arrays och matriser.The following courses are included in the package: STAN48 Statistics: Programming for Data Science, 7.5 cr. In this course, you will learn modern statistical computing as viewed in data science through implementations in popular computing platforms such as R and Python. You will learn the R and Python environment, and to use the R packages and Python modules for statistics and working with data fr
Blandine from France How did you end up in Sweden?“I did the first two years of my Bachelor’s in biology in France. I wanted to go abroad, and considered Sweden because I wanted to improve my English. I also wanted to discover a new country, culture and language. I looked into Erasmus programmes and ended up doing one year of Erasmus in Gothenburg. Even before going to Gothenburg, I already knew t
https://www.lunduniversity.lu.se/lubas/i-uoh-lu-nabio-allm/what-blandine-says-about-masters-biology-general-biology - 2025-12-17
On this page you will find important information about things you should be aware of before, during and after your stay abroad. Please note that this is not an exhaustive list. You will also need to look for information elsewhere. Shortcuts to page content:Important preparations before departureWhile you are awayAfter your return Important preparations before departureAs an outgoing student, you m
Kursen "Geografiska Informationsystem, introduktion" fokuserar på att ge studenterna förståelse för representation och analys av rumsliga element och samtidigt belysa mer generella geografiska problemställningar inom miljö och samhälle genom praktiska GIS-tillämpningar. De moment inom GIS-tekniken som behandlas omfattar grundläggande kartografi, inklusive projektioner och referenssystem, geografisThe course “Geographical Information System, introduction” gives you basic understanding for representation and analysis of spatial elements. The course highlights general geographical problems in the society and environment and how they can be handled using GIS. You learn basic cartography including projections and geographical reference systems, digital geographical data (maps, images and
Kursen ger en bred teoretisk grund till vidare arbete med digitala geografiska data. Förståelse för representation och analys av rumsliga element poängteras. Kursen belyser också generella geografiska problemställningar inom miljö och samhälle genom praktiska GIS-tillämpningar. Dessa behandlar såväl svenska som internationell förhållanden och varierar i skala från det lokala till det regionala.&nbThe course is a freestanding course that is given as an introduction to the subject. Together with the course GISA24 (7.5 credits) the course provides an entry to further studies in the area geographical information science. The course gives a broad theoretical ground to wider work with digital geographic data. Emphasis is put on understanding of representation and analysis of spatial elements. Th
Kursen ger en bred teoretisk grund till vidare arbete med digitala geografiska data. Förståelse för representation och analys av rumsliga element poängteras. Kursen belyser också generella geografiska problemställningar inom miljö och samhälle genom praktiska GIS-tillämpningar. Dessa behandlar såväl svenska som internationell förhållanden och varierar i skala från det lokala till det regionala. DeThe course gives a broad theoretical base to wider work with digital geographic data. Understanding of representation and analysis of spatial elements.The course also highlights general geographic problems within environment and society through practical GIS-applications. These treat both Swedish and international conditions and vary in scale from local to regional. The components in GIS - the tec
Applications are now being accepted for the position of Vice Chancellor of Lund University. The new Vice-Chancellor will take office on 1 January 2027. The application deadline is 1 February 2026. It is also possible to nominate candidates. Nominations must be submitted by 1 February 2026 at the latest. Do you want to lead Lund University into the future? Lund University is one of Europe’s leadin
