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Grundläggande datahantering och vanliga visualiseringsmetoder för data. Metoder för oövervakad och övervakad inlärning så som: klustring; hierarkisk klustring; samt regressions- och beslutsträdsmetoder för klassificering och regressionsproblem. Metoder för modellval och modellvalidering så som: bootstrap, uppdelning av data i träning och test, samt korsvalidering.Basic methods for data handling and common visualisation methods for data. Methods for unsupervised and supervised learning such as: clustering; hierarchical clustering; and regression and decision tree methods for classification and regression problems. Methods for model selection and validation such as: bootstrap, split of data into training and test, and cross-validation.

This course studies historical processes of growth, convergence and divergence in the global economy over the past two centuries. Two major approaches are applied. One takes its point of departure in theories of economic growth, basically on the role of capital and labour and the level of technology. The first generation of formal models, in the 1950s, predicted a convergence in income levels in t

The MA in Language and Linguistics is intended for students who are interested in increasing the knowledge of language in a broad sense and the theoretical understanding of linguistic questions.  Students can choose between seven different specializations and 18 subject areas. Note however that not all specializations and subject areas are offered every year. For the intake in 2024, the follo

Den studerande väljer i samråd med handledare en självständig examensuppgift som omfattar 15 hp. Uppgiften kan antingen anknyta till aktuella vetenskapliga projekt vid institutionen eller till problemställningar inom ämnesområdet vid företag eller andra institutioner inom eller utom universitetet. Om arbetet utförs utanför institutionen ska det även finnas en handledare på institutionen.The student chooses in consultation with supervisors and examiner an independent examination assignment comprising 15 credits. The assignment can either be linked to current scientific projects at the Division of Mathematical Statistics or to problems within the subject area at companies or other departments within or outside the university. If the work is carried out outside the department, an in

Undervisningen bedrivs i form av gemensamma grupplektioner samt enskilt arbete såsom övning och förberedelser.  Läs mer om fristående kurser vid Musikhögskolan i MalmöThe teaching consists of a mix between group lessons and individual work such as exercises and preparation.

 Read more about independent courses at Malmö Academy of Music

Gresa from KosovoHi! My name is Gresa, and I'm the student ambassador for the Master's programme in Sociology of Law. I am happy to answer any questions you might have about the programme, courses, student life, and life in Lund and Sweden via the Unibuddy Platform, where you can chat with me (see below). Please note that I cannot answer questions about the application process, scholarships, or re

https://www.lunduniversity.lu.se/lubas/i-uoh-lu-sasol/what-gresa-says-about-masters-sociology-law - 2025-11-14

Grundläggande definitioner. Fördjupat studium av AR (auto regressive), MA (moving average) och ARMA-processer. Linjespektrum och parametriska estimeringsmetoder. Underrumsbaserade tekniker. Icke-parametriska spektralskattare, data-adaptivatekniker och multifönstertekniker. Icke-uniform sampling. Orientering om cirkulära och icke-cirkulära processer. Spatial spektralanalys. Icke-stationära signalerBasic definitions. Continued study of AR (auto regressive), MA (moving average) and ARMA-processes. Line spectrum and parametric estimating methods. Sub space based techniques. Non-parametric spectral estimators, data-adaptive techniques and multi window techniques. Non-uniform sampling. Orientation about circular and non-circular processes. Spatial spectral analysis. Non-stationary signals. Spect

Naphtali from NigeriaWhat do you think of the programme so far? "I love the programme – it is more than I expected! Here are a few examples: first, it has an affiliation with the Raoul Wallenberg Institute, where we can access its libraries. The programme also has a lot of great course materials and sources. The course is expansive in scope. When you initially step into the programme, you think yo

https://www.lunduniversity.lu.se/lubas/i-uoh-lu-jamra/what-naphtali-says-about-masters-international-human-rights-law - 2025-11-14

Kursen syftar till att ge deltagarna en djupare kunskap kring hur risker och katastrofer påverkar olika grupper. Genom att få grundläggande kunskaper kring genusrelationer, utsatthet för klimatförändringar och krishantering, lär sig studenterna analysera hur klimatförändringar och dess effekter påverkar män och kvinnor i olika delar av världen.The course focuses on increasing knowledge about how climate change in different parts of the world is perceived and affects people in their daily lives. It addresses topics such as risk perceptions, i.e., how different groups perceive the risks of climate change and how various groups view measures to reduce the negative consequences. The course also focuses on how climate-related crises affect m

Hilda from SwedenWhat year did you graduate?"I graduated in June 2021."What is your current job and where is it located?"I am currently working as a Supplier Quality Engineer at Volvo Group in Gothenburg, Sweden."How did you find your job and how long did it take?"I found my job via LinkedIn. I started looking for jobs during the time I did my Master's thesis."Favourite thing about your job?"Since

https://www.lunduniversity.lu.se/lubas/i-uoh-lu-taprr/what-hilda-says-about-masters-production-and-materials-engineering - 2025-11-14

Du tillämpar kunskaper i teori och metod för arabiska i ett självständigt examensarbete. Examensarbetet består av specialstudium av något problemområde inom arabiska språket eller litteraturen. Examensarbetet skall skrivas på svenska eller engelska, visa förmåga till självständigt tänkande och vetenskaplig arbetsmetod, samt ventileras vid seminarium. Uppsatsen ska baseras på ett källspråkligt mate

Vill du fördjupa din förståelse för de två vanligaste neurodegenerativa sjukdomarna? Den här kursen ger dig fördjupade kunskaper om Alzheimers och Parkinsons sjukdom – från sjukdomsmekanismer till diagnostik, konsekvenser och behandling. Du lär dig om moderna metoder som hjärnavbildning, biomarkörer och digitala tester, sjukdomens konsekvenser, och olika behandlingsalternativ (farmakologi, kirurgiDo you want to deepen your understanding of the two most common neurodegenerative diseases? This course provides you with in-depth knowledge of Alzheimer's and Parkinson's disease – from disease mechanisms to diagnostics, consequences, and treatments.  You will learn about modern methods such as brain imaging, biomarkers and digital tests, consequences in everyday life, and different treatmen

The aim of the programme is to strengthen students’ historical knowledge and theoretical understanding of relations between literature, culture and modern media. The student can choose to specialise in Children's and Adolescent, English, French, General, German, Russian, Spanish, or Yiddish literature, and in Scandinavian studies. There are theoretical courses, discussing aesthetic and cultural to

Kursen innehåller avancerad utveckling och övningsmetod beträffande tonbildning, artikulation, klangfärger, fingerteknik och specialgrepp samt solistisk basklarinettrepertoar. Undervisningen bedrivs i form av gemensamma grupplektioner samt enskilt arbete såsom övning och förberedelser. Kursansvarig: Carl-Johan Stjernström (carl-johan.stjernstrom@mhm.lu.se) Läs mer om fristående kurser vid MStudents will learn advanced development and practice of tone formation, articulation, timbre, finger technique, special grips, and solo repertoire for the bass clarinet. The teaching consists of a mix between group lessons and individual work such as exercises and preparation.

 Teacher: Carl-Johan Stjernström (carl-johan.stjernstrom@mhm.lu.se) Read more about independent courses at Malmö Acade

Wesley from the USACould you please tell us a little bit about yourself?"Hi, my name is Wesley. I am from the United States, California. I am currently living in one of the LU accommodations since I am a fee-paying student. Here at Lund, I enjoy cooking large family-style dinners in my corridor, frequenting the 24-hour local gym Gerdahallen, and learning all that I can about my programme. I am you

https://www.lunduniversity.lu.se/lubas/i-uoh-lu-taprr/what-wesley-says-about-masters-production-and-materials-engineering - 2025-11-14

Simone from ItalyAbout the programme and the teaching styleHow did you find out about this programme and why did you choose it?"Studying environmental policy was something that I wanted to do since my last year of Bachelor’s studies. As I was specialising in economics, I became aware of how our society and economic activity impact the environment, and I really wanted to contribute to this field. G

https://www.lunduniversity.lu.se/lubas/i-uoh-lu-xamis/what-simone-says-about-masters-environmental-management-and-policy - 2025-11-14

The MA in Language and Linguistics is intended for students who are interested in increasing the knowledge of language in a broad sense and the theoretical understanding of linguistic questions. In the language specific specialization subjects, an additional goal is to develop the student’s language proficiency and knowledge of the language. Students can choose between seven different specializati

”Det är bara att öva tillräckligt mycket så blir allt bra!” Är det verkligen så enkelt? Varför känns det så svårt och motigt ibland? Kursen tar upp ämnen som kan vara av intresse för studenter på musikhögskolor men också för aktiva musiker eller musiklärare som vill vidareutveckla och fördjupa sig i psykologiska aspekter av sitt musicerande. Kursen innehåller föreläsningar, seminarier och grup‘Just practise enough and everything will be fine!’ Is it really that simple? Why does it feel so difficult and discouraging at times? This course is designed for students at music academies, but also for active musicians and music teachers, who want to further develop and deepen their understanding of the psychological aspects of music making. The course includes lectures, seminars and group ex

Introducing ManuelHi! My name is Manuel and I'm the student ambassador for the Master's programme in Biotechnology. I am happy to answer questions you might have about the programme, courses, student life, life in Lund and Sweden. Please note that I cannot answer questions about the application process, scholarships or residence permits.My Master's adventureMy path to Lund University started in th

https://www.lunduniversity.lu.se/lubas/i-uoh-lu-tabit/biotechnology-student-ambassador-manuel - 2025-11-13

The programme is organised into three different tracks. When applying for the programme, you also select which track you are specialising in. The different tracks share courses to some extent. The process of economic development essentially rests on the interaction of its three pillars: income per capita growth, distribution of the fruits of growth and structural change. The Economic Develop