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Grunderna för maskininlärning samt de matematiska och beräkningsmässiga förkunskaperna för deep learning. Feed-forward artificiella neuronnät, convolutional artificiella neuronnät och de återkommande kopplingarna till feed-forward artificiella neuronnät. En kort historik över artificiell intelligens och artificiella neuronnät, samt genomgång av intressanta olösta forskningsproblem inom deep The fundamentals of machine learning, and the mathematical and computational prerequisites for deep learning Feed-forward neural networks, convolutional neural networks, and the recurrent connections to a feed-forward neural network A brief history of artificial intelligence and neural networks, and reviews interesting open research problems in deep learning and connectionism. The course

Kursen är till stor del praktiskt inriktad för att ge träning i problemlösning, och i hur problem kan struktureras för att lösas med programmeringsverktyg. Kursen ger teoretiska grunder för programmering och tillämpning av programmering i GIS och fjärranalys med fokus på praktiska övningar och tillämpningar inom naturgeografi och ekosystemvetenskap. Du startar med grundläggande programmering som hThe course is largely practically oriented to give training in problem-solving, and in how problems can is structured to be solved with programming tools. The course give theoretical bases of programming and application of programming in GIS and remote sensing with a focus on practical exercises and applications within physical geography and ecosystem sciences. The course starts with basic program

Den här kursen ger en djupgående förståelse för hållbarhet ur ett samhällsvetenskapligt perspektiv och förbereder dig på att analysera och tillämpa hållbarhetsprinciper inom tjänsteverksamheter och samhällsutveckling. Kursen består av två delar: den första introducerar kritiska samhällsvetenskapliga perspektiv på hållbarhet och begreppets historiska utveckling. Den andra delen fokuserar på governaThis course provides an in-depth understanding of sustainability from a social science perspective and prepares you to analyse and apply sustainability principles in service operations and community development. The course consists of two parts: the first introduces critical social science perspectives on sustainability and the historical development of the concept. The second part focuses on gove

Freyhult_mod The 2nd EuroSoTL conference, June 8-9 2017, Lund, Sweden Student’s views on attendance L. Freyhult, Department of Physics and Astronomy, Uppsala University ABSTRACT: Is the attendance of students important for their results? Are there differences in attendance depending on the type of instruction? What is the reason that students decide not to attend their classes? As a first step in

https://konferens.ht.lu.se/fileadmin/_migrated/content_uploads/Freyhult.pdf - 2025-11-03

Kursen behandlar dagens ukrainska samhälle utifrån politiska, kulturella och identitetsmässiga perspektiv, mot en gedigen historisk bakgrund som belyser hur ukrainsk kultur, identitet och subjektskap vuxit fram i de ryska, habsburgska och osmanska imperiernas språkliga och religiösa gränsland. Kursen fokuserar särskilt på stats- och nationsbygge i det postsovjetiska Ukraina från 1991, i ett störreThe course covers the Ukrainian society of today from political, cultural and identity-related perspectives against a solid historical background that illuminates how Ukrainian culture, identity and agency have emerged in the linguistic and religious borderlands of the Russian, Hapsburg and Ottoman empires. The course focuses particularly on state and nation-building in post-Soviet Ukraine since 1

Several of our successful research groups address issues such as economic growth, innovation and technological change at micro and macro level, globalisation, urbanisation and regional imbalances, and interpersonal inequality in income and wealth.

The aim of the course is to allow students to explore greening the economy and the sustainable development goals on four levels – individual, business, city, and nation, and look at the relationships between these levels. Practical examples of the complexities and solutions across each level are discussed. A particular focus is placed on examples from Scandinavia, but the course also features exam

This course is open to students in the BSc in Development Studies programme (BIDS) majoring in Political Science. The course introduces International Political Economy (IPE) with an emphasis on theories, theorists and issues that problematise the politics and political economy of development, North-South relations and ethics. The first part of the course is designed to examine the roots of Intern

The Centre for East and South-East Asian Studies was created in 1997 as the result of a special government initiative. The Centre's task is the encouragement and furtherance of research in Sweden concerning modern East and South-East Asia, including the rapidly changing societies, developing economies and political institutions in the region. Building upon existing strengths at Lund University in

Analys av den nederländska filmen Black Book.

Osteoarthritis is a chronic degenerative joint disease, and a rapidly growing cause of musculoskeletal disability, chronic pain, and reduced quality of life in an ageing European population. Our aims are to gain novel insights into osteoarthritis - its etiology, occurrence, natural history, treatments, prediction, disease monitoring, and disease burden - to allow for better care, decision making,

The course is based on field studies and visits to important places of interest, museums, archives, libraries, laboratories, etc., which will give us a glimpse behind the scenes. We will visit places from the middle ages to the present time, even into the future. The course is multidisciplinary and discusses art, architecture, objects, ideas, science, and other topics that in all forms a universit

The objective of the course is to give students a deeper knowledge and skills of the area of project management. The course is introduced with a general description of the characteristics of project management. Next, the course focuses on management of the project life cycle. Following a general introduction on project management the following topics are covered: Project dimensions, The life cycle

Du som har läst engelska i den svenska skolan har en bra grund, men universitetsstudier i engelska kan ta dig ytterligare steg på vägen. I denna kurs får du lära dig mer om skillnaderna mellan engelska och svenska, så att du sedan kan undvika att göra de fel som personer med svensk språkbakgrund ofta gör. Du blir dessutom bättre på att förklara och motivera för andra vad som är korrekt och passandThis is an Internet-based course that teaches you more about general grammar, English grammar, and the grammatical differences between Swedish and English. Because of the fact that differences between Swedish and English play such a big role in this course, Swedish is a formal requirement, and the course is not an option for most exchange students. The only exception is exchange students with nati