Previous Courses

Argumentet mot AI är ofta att utvecklingen fortfarande är i ett tidigt skede och att systemen och algoritmerna måste bli mer intelligenta. Men inom HR går det fort och många vill leda…

The aim of the day is to do an inventory and give information about on ongoing or planned projects in artificial intelligence and machine learning in medicine. It is also a day…

Att lyfta fram orden unbiased recruitment är det starkaste säljargumentet för AI-rekrytering idag. Liksom att algoritmerna styr. Det handlar om att AI är blind för…

How do you ensure fairness in the application of AI and ML? How transparent and explainable need autonomous and self-learning services be from a legal, social or ethical perspective? How do you…

Learn how to use analytics to improve the performance of your organization. In this 2-day course, you will learn how to analyze data, build models and communicate results to create business value.

Detta blir den femte öppna fika-till-fika-workshopen om och kring forskning om artificiell intelligens vid Lunds universitet. Det övergripande temat är AI i den offentliga sektorn, med underteman som AI i demokratisk processer,…

An autonomous robot is a robot that performs behaviors or tasks with a high degree of autonomy. Autonomous robotics is usually considered to be a subfield of artificial intelligence, robotics, and information…

We are arranging a Workshop on Sensing, Imaging, and Machine Learning at Lund University, March 5, 2019. This workshop is organized in cooperation between Lund University and Saab. The aim is to…

Örebro University offers a course in Reinforcement Learning. The course provides a general introduction to reinforcement learning in theory and practice.

Örebro universitet erbjuder kursen Introduktion till artificiell intelligens som tar upp grundläggande koncept inom klassisk artificiell intelligens (utöver maskininlärning). Traditionell artificiell intelligens karaktäriseras av så kallad deklarativ ansats för problemlösning. Kursen behandlar…

Vi ser just nu hur ett nytt handelslandskap växer fram, med nya möjligheter och nya utmaningar – och inte minst ny teknik och nya aktörer. Handeln blir allt mer informationsdriven, och en…

Under vårterminen 2019 erbjuder vi en sex dagars översiktskurs som ger 3 högskolepoäng. I kursen ingår bland annat moment inom maskininlärning, språkteknologi, datorseende, AI och tjänster samt etiska aspekter på AI –…

Learn how to use analytics to improve the performance of your organization. In this 2-day course, you will learn how to analyze data, build models and communicate results to create business value.

Learn how to use analytics to improve the performance of your organization. In this 2-day course, you will learn how to analyze data, build models and communicate results to create business value.

Artificiell intelligens i t. ex. hälso- och vårdappar, i administrativa system eller för prioritering av vårdköer. Den som ska ta ställning till om man vill, får och bör använda AI-teknologier inom hälsovården…

Exploring AI – The future benefits and challenges. Beyond the traditional conference we present the unique POWWOW experience. During this POWWOW we gather across sectors and competences around the hot topic Artificial…

Workshop on opportunities and perils of fake data produced by the AI concept Generative Adversarial Networks (GAN) and other generative machine learning techniques. In the last 5 years the field of so-called…

This AIML@LU fika-to-fika workshop focuses on the development of the technologies that form the basis of Artificial Intelligence and Machine Learning. Possible topics to discuss are the research front for different types…

Vilken roll spelar informationsteknologin i morgondagens skola? Hur förändrar AI och digitalisering villkoren för hur vi lär oss och hur vi skapar ny kunskap? Nu kan du som är verksam inom skolan…

The course offers knowledge of the basic concepts with machine learning, the selection and application of different machine learning algorithms as well as evaluation of the performance of these learning systems. After…

This course looks into different phenomena of human interaction with mixed reality. We will examine different aspects of human perception of mixed reality, depending on such factors as fidelity, immersion, and presence….

Vilken roll spelar informationsteknologin i morgondagens skola? Hur förändrar AI och digitalisering villkoren för hur vi lär oss och hur vi skapar ny kunskap? Nu kan du som är verksam inom skolan…

The course addresses the major principles in logic and constraint programming. The main focus of the course is on Stable Model or Answer Set semantics. This course  also focuses on formalizing and…

The course addresses the basic concepts within classical artificial intelligence (other than machine learning). Traditional artificial intelligence is characterized by the so-called declarative approach to problem solving. The course deals with a…

Answer Set Programming (ASP) is an approach developed within the field of artificial intelligence (AI) for solving difficult search problems. ASP was initially developed for  modeling problems in the branch of AI…

The course covers three specialist fields of knowledge within AI: planning of resources, robot motion planning and multi-robot coordination, as well as introduce the specific principles behind these subjects, namely systematic and…

Artificial intelligence (AI) is a term used for describing technologies that are used for designing and constructing intelligent computer programs. There is a vast amount of AI algorithms and AI software tools…

Neurala nätverk är fördelade beräkningsmodeller inspirerade av strukturen i denmänskliga hjärnan som består av många enkla bearbetningselement vilka är anslutna iett nätverk. Neurala nätverk används alltmer inom ingenjörsvetenskap för uppgiftersom mönsterigenkänning, prediktion…

The course offers knowledge on Robot Operating System (ROS), how it works and how it is applied within a variety of artificial intelligence and robotics areas. You will use ROS to design…

Over the past few years, neural networks have enjoyed a major resurgence in machine learning, and today yield state-of-the-art results in various fields. This course provides an introduction to deep neural network…

Welcome to a full day of presentations highlighting the link between Artificial Intelligence and Social Science reserach. In the first part of the day we will showcase several research projects driven by…

I denna kurs behandlas designmetoder och olika algoritmer för och varianter av Deep Learning inom klassifiering, prediktion, interaktion och modellering med användning av olika typer av data; ljud, bild, video, text, sekvenser….

Kursen ger en överblick av teorier och praktiskt komputationella implementationer av hur naturligt språk samverkar med världen. I kursen avhandlas områden som semantisk teori för naturligt språk, handling och perception, situerad dialog,…

This course is intended for working professionals in Swedish industry who want the learn the basics of machine learning. The course is designed for you who have a previous university education.

Welcome to this course open both to PhD-students (free) as well as to professionals (fee). The aim of the course is to give necessary knowledge of digital image analysis for further research…

Do you want to decode AI and identify key viable knowledge concerning AI for managers together with Lund University and The ESS? Whether completely, partly or prospectively immersed in this technology, join…

In medicine and life sciences we are overloaded with different forms of text and speech. Texts in the form of electronic health records, genomic sequences, scientific articles, twitter feeds or patient questionnaires…

The European Union has taken the stance that AI should be trustworthy and developed in a human-centric way with the goal of improving individual and societal well-being. This talk will present the…

I denna kurs erbjuder Linnéuniversitetet i samarbete med Örebro universitet en gedigen introduktion till olika traditionella och innovativa modeller, algoritmer och ansatser inom artificiell intelligens. Grundläggande idéer – till exempel för sökning,…

Det här fyra timmar långa seminariet ger en introduktion till artificiell intelligens. Under den första timmen behandlar vi de grundläggande byggstenarna i AI och förklarar hur de senaste algoritmerna fungerar. Den andra…

Artificiell intelligens (AI) studerar hur datorer kan utföra uppgifter som traditionellt har ansetts kräva mänsklig intelligens. Kursen ger en introduktion till ämnet och har två huvudsyften. Det ena syftet är att ge…

Kursen ger en introduktion till maskininlärning med hjälp av artificiella neurala nätverk (ANN). Fokus är på praktiska övningar och konkreta exempel för att ge både en översiktlig förståelse för ANN och färdigheter…

The course gives an introduction to machine learning techniques and theory, with a focus on its use in practical applications. During the course, a selection of topics will be covered in supervised…

Artificiell intelligens (AI) studerar hur datorer kan utföra uppgifter som traditionellt har ansetts kräva mänsklig intelligens. Kursen ger en introduktion till ämnet och har två huvudsyften. Det ena syftet är att ge…

Var befinner sig den offentliga sektorn när det gäller artificiell intelligens? Hur kan vi förstå både utmaningar och möjligheter på både kommunal som nationell nivå? Frågorna är många. På dagen ett år…

Örebro universitet erbjuder kursen Autonoma robotar och ROS för dig som yrkesverksam. Utbildningarna leds av det internationellt erkända forskningscentret AASS, som ligger i framkant vad gäller forskning inom artificiell intelligens (AI), robotik…

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…

Welcome to apply for a Master Class Series in Artificial Intelligence (AI) and Design. Apply by sending your CV and a motivation letter by March 2nd. The research centre Business and Design…

Uppdragsutbildning – I kursen ingår moment inom maskininlärning, språkteknologi, datorseende, AI och tjänster samt etiska aspekter på AI – för att deltagarna ska kunna hjälpa sina organisationer att ta nästa steg vad…

Kursen avser att ge en god förståelse för detta tvärvetenskapliga område, med tillräckligt djup för att använda och utvärdera tillgängliga metoder, och för att kunna följa aktuell vetenskaplig litteratur inom området. Under…

Applications in artificial intelligence can be found at all levels in today’s society. The course gives an introduction which explore the field of artificial intelligence from an applied perspective, where a lot…

Örebro universitet erbjuder kursen Autonoma robotar och ROS för dig som yrkesverksam. Utbildningarna leds av det internationellt erkända forskningscentret AASS, som ligger i framkant vad gäller forskning inom artificiell intelligens (AI), robotik…

Emerging AI technologies offer a wide range of business opportunities with the promise of marvelous results.  However, starting an AI project and maximizing the trade-off between business impact and resources spent is…

Emerging AI technologies offer a wide range of business opportunities with the promise of marvelous results.  However, starting an AI project and maximizing the trade-off between business impact and resources spent is…

In this course you will discover how computer science, mathematics and statistics can be combined to solve business problems through a hands on introduction to data science and artificial intelligence (AI). The…

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…

Machine learning (ML) plays an important role in problem solving. ML models are used in many application scenarios such as prediction, image and speech recognition and medical diagnoses. Since every problem is…

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…

Things such as organizations, persons, or locations are all around us, particularly in the news, forum posts, facebook updates, and tweets. With named things, we can introduce background in news articles, summarize…

Humans as well as other animals are curious beings that develop cognitive skills on their own without the need for external goals or supervision. Inspired by this, how can we encourage AIs…

The course consists of a learning build-up session and two half-day workshops with on-line lectures in between. The lecturer will guide you how to develop ethical policies for AI. By the end…

Jonas Ledendal presenterar resultat från två forsknings- och innovationsprojekt om datahantering och AI. Mer om Sjyst Data! Talare och expert:  Jonas Ledendal Juridisk doktor och rättsvetenskaplig forskare vid Institutionen för handelsrätt vid Lunds…

This four-week course titled AI and Law explores the way in which the increasing use of artificially intelligent technologies (AI) affects the practice and administration of law defined in a broad sense….

The question of how technology changes the labor market has been studied often in the context of manufacturing vs creative job. An interesting thought experiment is to discuss whether more advanced AI…

Autonomous systems can make their own decisions but cannot take responsibility and thus not be accountable for their decisions. It is however also crucial to discuss the question of responsibility in a…

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…

Cybersäkerhet blir allt viktigare för företag och organisationer, särskilt med tanke på den ökade mängden distansarbete som kan innebära säkerhetsproblem kopplat till integritet, tillgänglighet och sekretess. Kursen ingår i Högskolan i Halmstads…

Artificial intelligence (AI) can be used to help improve the health of people and ecosystems, reduce urban pollution, spot oil spills at sea and desertification of land, as well as to enhance…

The course aims to provide knowledge and skills in modern techniques and tools for machine learning, to create an understanding of its uses, strengths, and weaknesses. All in order to then apply…

This course provides a broad introduction to Machine Learning (ML). Students will learn about standard supervised ML techniques for regression and classification as well as best practices in ML, and gain practice…

Master in Language Technology (One year or Two years) is for students who want to make computers use and understand human language.

Software engineers and software managers will have a key role in all aspects of society, from using AI to provide customer service and even financial advice, to developing self-driving cars, to creating…

Data Science is concerned with extracting meaning from large volumes of data. It is a field that has grown rapidly in recent years as a result of the increasing availability of large…

Kognitionsvetenskap är ett tvärvetenskapligt ämne där du studerar hur människor, andra biologiska varelser och smarta maskiner bearbetar och använder information. På Göteborgs universitet får du en bred utbildning i ämnet grundad i…

The Master’s programme in Artificial Intelligence at Umeå University gives broad knowledge in AI and deepened knowledge in profile areas such as theoretical foundations of artificial intelligence, human-AI interaction, intelligent robotics, machine…

Örebro universitet erbjuder kursen Autonoma robotar och ROS för dig som yrkesverksam. Utbildningarna leds av det internationellt erkända forskningscentret AASS, som ligger i framkant vad gäller forskning inom artificiell intelligens (AI), robotik…

Machine learning is an important subfield of Artificial Intelligence (AI). This course explains what can be done with machine learning and how to use machine learning in chemical engineering. The course provides…

This course introduces Machine Learning (ML) and its applications in manufacturing. We use real-world case studies to explain how ML works and can be applied in different manufacturing-related problems. In addition to…

Under denna kurs introduceras och problematiseras centrala företeelser och begrepp som är förbundna med artificiell intelligens (AI). Kursen behandlar en vid syn på AI både som teknik och som en del i…

I denna kurs behandlas designmetoder och olika algoritmer för och varianter av Deep Learning inom klassifiering, prediktion, interaktion och modellering med användning av olika typer av data; ljud, bild, video, text, sekvenser….

After completing the course, the students shall understand, design and program basic functions för touch-free measurement and control of robots.

This course is about what you can do when everything around you seems to be moving due to digital change. It is about how to handle the disruptive process that tends to…

This course is about what you can do when everything around you seems to be moving due to digital change. It is about how to handle the disruptive process that tends to…

This course presents a process for developing AI-based systems in a structured way. You will learn about the phases of AI projects that employ machine learning (ML). In particular, we discuss methods…

Örebro universitet erbjuder kursen Autonoma robotar och ROS för dig som yrkesverksam. Utbildningarna leds av det internationellt erkända forskningscentret AASS, som ligger i framkant vad gäller forskning inom artificiell intelligens (AI), robotik…

The contents of the course will be specified by the examiner at the actual course cycle.

The course covers the concepts, models and computation methods for computer programs and systems that can autonomously, learn and generalize new knowledge and feature self-awareness.

Kursen ”AI och etik – i teori och praktik” är högaktuell då frågor om AI både väcker stora förhoppningar men också flera etiska spörsmål. I denna kurs fördjupar vi oss teoretiskt i…

With probabilistic methods, you can make mobile robots navigate safely in shared environments using low-cost onboard sensors without expensive external infrastructure. In this course, we will introduce you to the application of…

This course introduces students to the fundamentals of experiment design and statistical inference models for data analysis. The courses provides a hands on experience in designing an experiment, collecting data and drawing…

Kursen ger en introduktion till Machine Learning (ML) och riktar sig till personer med en ingenjörsexamen (eller motsvarande) som inte har haft grundläggande ML och AI i sin grundutbildning. Kursen ingår Högskolan…

Digitaliseringen av vissa samhällssektorer och processer går i en rasande fart. Under det senaste året har digitala verktyg möjliggjort virtuella möten och distansundervisning av en volym som få trodde var möjlig. Digitalisering…

In this course, we will introduce you to the fundamentals of sensor fusion for automotive systems. Key concepts involve Bayesian statistics and how to recursively estimate parameters of interest using a range…

The course is set out to provide knowledge to address data science problems. It focuses on machine learning techniques such as decisions trees and logistic regression, Expectation Maximization, Support Vector Machines, Markov…

Kursen ger en allmän kunskap på hög nivå om AI, maskininlärning och datavetenskap till chefer och ledare. Kursen ingår i kurspaketet DIGIBUS (hh.se/digibus) där du som deltagare kan läsa hela kurspaketet eller…

Analys av så kallad Big Data är en integrerad del av informationsdrivna branscher för modellering, simulering och strategisk hantering som stöd till digitalisering genom att använda värdefull information från data. Kursen ingår…

Deep neural networks är den metod som vanligtvis används vid till exempel bildanalys i självkörande fordon och robotik. Denna kurs riktar sig till yrkesverksamma med lite erfarenhet inom området, till exempel en…

Software, machine learning and artificial intelligence have changed our lives in the last two decades. Everything from the fundamental infrastructure to advanced applications use computers and software. Artificial intelligence and machine learning…

This course will teach you the fundamental mathematical models for many real-world problems with autonomous systems. Key topics include Markov decision process, reinforcement learning and event-based methods as well as the modelling…

AI, Business and the Future of Work is the second AI-related MOOC from Lund University. The course focuses on the challenges and opportunities that AI development entails for both business and professionals….

Artificial Intelligence: Ethics and Societal Challenges is the third AI-related MOOC from Lund University available on Coursera.org. This course explores ethical and societal aspects of the increasing use of AI technologies. The…

Artificial Intelligence (AI) encompasses the area of how computers can perform tasks traditionally considered to require human intelligence. The topic of using AI is discussed often in modern companies, e.g. should our…

This online MOOC course will let you discover how artificial intelligence is set to shape the future of tourism, in this introductory tourism management course. You will gain a broad understanding of…

Artificial Intelligence is increasingly playing an integral role in our daily activities. Moreover, AI based solutions are used more and more in areas such as criminal justice, healthcare, and education, and therefore,…

Discover how artificial intelligence is set to shape the future of tourism, in this introductory tourism management course. We are in the midst of what commentators are calling the Fourth Industrial Revolution,…

This course introduces concepts and methods required to design, train and validate neural networks, and to determine when the use of such models is motivated. The course introduces concepts and methods needed…

The purpose of the course is for the student to have the opportunity to become acquainted with the practical challenges that one encounters in real data mining problems in computer networking and…

Under denna kurs introduceras och problematiseras centrala företeelser och begrepp som är förbundna med artificiell intelligens (AI). Kursen behandlar en vid syn på AI både som teknik och som en del i…

The course consists of two half-day workshops together with online lectures and exercises between the workshops. Additionally, you will be asked some questions to think about before the first workshop to maximize…

The course consists of two half-day workshops together with online lectures and exercises between the workshops. Additionally, you will be asked some questions to think about before the first workshop to maximize…

The course introduces main aspects of innovation in relation to AI. The focus is on different types of innovation, how they are managed and differences and similarities across applications and industries. You…

This course is designed for students with a background in computer science who want to gain additional skills in applying data analytics techniques in the healthcare domain. You will learn the concepts…

Artificial Intelligence (AI) is one of our time’s most impactful technologies, with far-reaching effects on individuals, organizations, society, and the planet. However, in order to create positive societal change using AI technology…

In this course you will be taught the basics of machine learning, its main approaches and usable algorithms. The course will provide examples of basic applied ML problems and how they can…

This course is for professionals who want to understand the challenges and opportunities in the overlap between AI, data science, and Service Design. The aim of the course is for the student…

We are entering an Artificial Intelligence (AI) era. Machine Learning (ML) algorithms thrives on access to big and varied datasets. Whether produced by human or sensors, actuators, drones, robots, or other “things”,…

The course is an advanced course in deep learning. The course is set out to provide knowledge to the students which is expected to help them address various machine learning problems with…

Förstärkningslärande (Reinforcement Learning – RL) är en metod för att lösa sekventiella beslutsproblem. Målet med RL är att få en optimal policy genom att lära av försök och misstag. Denna kurs omfattar…

För att bra maskininlärningsmodeller ska kunna tas fram med hjälp av de algoritmer som diskuteras på kursen ”Introduktion till maskininlärning – del I” så krävs det att datamaterialet används och förbehandlas på…

The purpose of the course “Artificial Intelligence for Managers” is to give managers and decision makers a principle understanding of AI and to increase their understanding of opportunities, difficulties, benefits, and risks…

Det som är lovande med intelligenta robotsystem är att de kan utföra fler uppgifter och mer effektivt än en enda industriell robotlösning. Intelligenta robotar agerar kompetent eftersom de kan planera, ordna och…

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…

Kursen behandlar hur textinformation kan utvinnas, lingvistiskt bearbetas och därefter analyseras kvantitativt med formella statistiska metoder och modeller. Kursen utnyttjar expertkunskaper från databashantering, beräkningslingvistik och statistik. Följande ämnen är inkluderade Introduktion till…

The course provides a basic introduction to classical AI (artificial intelligence) as well as non-classical AI. It addresses fundamental conditions, problems and challenges for AI also from a philosophical perspective.

In autonomous vehicles such as self-driving cars, we find a number of interesting and challenging decision-making problems. Starting from the autonomous driving of a single vehicle, to the coordination among multiple vehicles….

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….

Artificiell intelligens (AI), inbäddade i system eller robotar finns inom allt fler områden. Det kan medföra en enorm potential för att göra våra liv enklare och hjälpa oss att lösa några av…

Elements of AI is an online course that you can do at any time and in any pace at https://www.elementsofai.se/. The course is a self study course of the online material and…

The course aims to introduce practical AI, focusing on basic machine learning. The aim is to understand how to build AI systems using machine learning, gain insight into the possibilities and limitations of the technology, and to get an overview of…

Autonomous vehicles, such as self-driving cars, rely critically on an accurate perception of their environment. In this course, we will teach you the fundamentals of multi-object tracking for automotive systems. Key components…

Artificial intelligence (AI) will be an important part of tomorrow’s healthcare systems in most developed countries. With new medical technology tools for early detection and prevention of diseases, health data can be…

Artificial Intelligence (AI) is being increasingly implemented and used in society today. It has already proven to have an impact on the individual, organization and society, and this impact will most likely…

The course deals with different perspectives on AI and its real and potential effect on organizations and society. The course is based on five different perspectives on AI: accountability, surveillance capitalism, power…

The course consists of three parts that introduce and explore the design of extended realities along different axes: a framing perspective, illustrating what XR is, how it has evolved, and how designing…

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…

Through this introductory course you will learn the basics of programming. You will have the necessary knowledge to build further on, no matter what language you immerse yourself in. Course content: Introduction…

Through this introductory course you will learn the basics of programming with a focus on Python, but the knowledge is equally applicable to many other programming languages. Course content: Introduction to software…

Our society has been revolutionized by the use of computers and the exchange of information over the Internet. This revolution is taking place in industry as movements like Industry 4.0 and the…

Java is one of the world’s most widely used programming languages and this is the education for you who want to learn this object-oriented language from the ground up. You will learn:…

Through this course you will be able to understand, design and program basic functions for non-contact measurement and regulation of robots. Course content: Representation of position and orientation Time and movement for…

The course aims to understand how industrial automation systems work and the role software plays in factory floor operation. After completing the course, the participants/student shall be able to: Identify the challenges…

Through this advanced level course you will gain in-depth knowledge of the many aspects of software development. Course content: The course will have a theoretical emphasis on selected parts of: Project planning…

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…

The manufacturing industry collects increasingly large volumes of big data, that is, data at high speed, generated from a wide range of sources in different formats and quality levels. But what is…

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…

In this course, you will gain insights into digital technologies for industrial visualization, and their application in various real-world domains in the context of Industry 4.0. Specifically, you will gain an understanding…

Kursen introducerar hur AI kan användas i organisationer och verksamhetsutveckling, speciellt hur AI kan påverka förändringsarbete inom organisationer. Kursen hanterar AIs roll i företags förändringsarbete och dess effekter för verksamhetsutveckling. Kursen ingår…

I kursen behandlas områden som uppmärksamhet, perception och gränssnitt. Användbarhetsbegreppet. Mentala modeller. Beslutsfattande i människa-maskin system, stress och prestation, minne, användbarhet och operatörsfel.  

By implementing the concept of eMaintenance, the course connects the knowledge areas of digitalisation and Industrial AI with operation and maintenance engineering. Realized through lectures, laboratory work and assignments, the course develop…

The Data Science Programming course introduces students to programming in the data science domain, using the two most popular programming languages: R & Python, with more focus on Python. Students will learn…

Kursen består av tre delar som introducerar de strukturella, agentiva och utvärderande aspekterna av artificiell intelligens, dels vad de innebär, och dels vilka konsekvenser de får för design av användarupplevelser. Varje delområde…

Kursen ingår i programmet MAISTR (hh.se/maistr) där du som deltagare kan läsa hela programmet eller enstaka kurser. Kursen är för yrkesverksamma och ges på distans på engelska. Kursen omfattar följande ämnen: Introduktion…

Kursen introducerar begreppet hållbar utveckling och dess olika dimensioner. Kursen introducerar även centrala modeller och begrepp för att förstå och förklara omställningsprocesser på en systemnivå (sociotekniska system). Kursen tar upp hur man…

The purpose of the course “Artificial Intelligence for Managers” is to give managers and decision makers a principle understanding of AI and to increase their understanding of opportunities, difficulties, benefits, and risks…

In the modern IT world, businesses often have access to large amounts of data collected from customer management systems, web services, customer interaction, etc. The data in itself does not bring value…

The course should give understanding of and training in techniques for statistical analysis of large data sets.

ROS (Robot Operating System) är en uppsättning av mjukvarukomponenter som ofta används i forskning inom autonoma system. Kortfattat så hanterar ROS kommunikation mellan olika plattformar, sensorer och ställdon samt visualisering, simulering och…

The course deals with ethical questions that rise from the development of more and more sophisticated autonomous systems, questions of what requirements that should hold for the technology and why included, which…

After completing the course, the student should be able to: independently assimilate new material at advanced level plan and carry out investigation or development work integrate and combine previously acquired knowledge in…

The overall purpose of the course is to analyse the concept of eHealth based on its interdisciplinary nature. The goal is for students to be able to integrate knowledge from the different…

This course is suitable for: Professionals who wants to learn more about the legal rules in IT law Students who are studying a profession where knowledge about IT law is requested Everyone…

The course is about ethical issues related to the use of big data. It also considers social processes involving diverse actors who interact with digital platforms, produce and store big data, and…

In this programme, you will learn the mathematical and statistical foundations and methods for machine learning with the goal of modelling and discovering patterns from observations. You will also gain practical experience…

Language technology is an interdisciplinary field that encompasses all the development of computer programs to analyze and generate human language, such as Swedish or English, and also modeling and simulation of human…

Denna kurs ger en översikt över några av de viktigaste kommunikationsaspekterna för trådlös IoT, samt AI för dessa IoT-aspekter. Kursens fokus är på maskininlärningsmetoder och -algoritmer som kör överkommunikationsprotokoll för sakernas internet…

The course provides theoretical and practical knowledge regarding various aspects of healthcare challenges, demands, future of work and business opportunities. Lectures, team collaboration, oral presentations, study visits, problem based learning seminars, practical…

Syftet med denna grundläggande kurs är att introducera de olika områdena av mänskligt centrerad design och artificiell intelligens (AI) för en multidisciplinär målgrupp. Även om du är en erfaren designer eller senior…

Mixed reality, eller blandad verklighet som det också kallas, föddes i det ögonblick som människan började använda sin fantasi. Påhittade ting, karaktärer, berättelser och hela världar spreds genom konst och litteratur. Över…

Part 1, theory, 4.5 credits. The course provides theoretical and methodological knowledge and skills in classical AI (artificial intelligence) and robotics. Topics covered: Heuristics for search. Search for games. Applied predicate logic….

Healthcare as a sector together with other health-related sources of data (municipalities, home sensors, etc.), is now in a place and can take advantage of what data science, Artificial Intelligence (AI), and…

During this course you will experience various aspects of current, emerging and future healthcare challenges and trends, learn how to develop innovative technical solutions and recognise business opportunities. Various activities include but…

This course is designed for professionals in fields like design, product development, or data science who want to enhance their data visualization skills. It covers commonly used visualization techniques, considering human perception…

Artificial intelligence is rapidly entering medicine and life science research as well as pharmaceutical industry and health care institutions. It is also increasingly used in environmental sciences. This introduction course will give…

Computer vision is an area within AI that will change business and industry in several ways. Now artificial intelligence can interpret and analyze images, and in this study circle we will help…

Kursen introducerar begreppet Business Intelligence samt hur koncept och utvecklingsprinciper inom Business Intelligence kan användas som nyckelelement i en beslutsstödsystem. Data warehouse konceptet som används för att hantera stora och varierade datamängder…

This course provides a broad introduction to machine learning (ML). It is intended for people with a background in computer science, who have not studied ML and AI before and want to…

Innovation refers to how firms and organizations create and capture value, and how customers and end-users adapt new solutions and processes. Typically, innovation is slow, costly and cumbersome and as the availability…

Kursen introducerar begreppet innovationshantering och dess olika dimensioner. Aspekter relaterade till AI-adoption relaterade till teknik, organisation, lagar och andra regelsverk diskuteras. Kursen tar upp hur man kan förstå dessa processer utifrån ett…

Kursen ingår i programmet MAISTR (hh.se/maistr) där du som deltagare kan läsa hela programmet eller enstaka kurser. Kursen är för yrkesverksamma och ges på distans på engelska. Kursen består av fyra delar:…

Even if you are a seasoned designer or senior product and service developer, you will learn how human-centered design principles play out when using AI-powered technology to create adaptive, autonomous, and agentive…

Writing computer programs that understand and produce human language is a central goal of artificial intelligence. This course aims to provide an understanding of how far we are from this goal: what…

In this course, you will learn the basics of generative artificial intelligence, AI. You will gain an understanding of the different types of generative AI, how they work, and how they can…

Welcome to a course that provides an introduction to machine learning and how deep learning strategies are used and developed in biotechnological applications. The course covers the foundations of data-based modeling and…

This course teaches you how to use data mining and machine learning techniques to extract knowledge and insights from data. You will learn about the different methods and algorithms used in data…

The course aims to provide students with knowledge of how AI, artificial intelligence, fits into today’s information society. Course contents: Historical overview of the development of artificial intelligence from its formative years…

Artificial intelligence (AI) is poised to bring about transformative changes across all sectors of society. These changes offer significant opportunities for advancing sustainability but also come with inherent risks and challenges. Sweden…

In this course, students will learn about the relationship between data, models, and algorithms in order to understand how to process and draw insights from data through data mining and machine learning….

The Internet of Things (IoT) is a networking paradigm which enables different devices (from thermostats to autonomous vehicles) to collect valuable information and exchange it with other devices using different communications protocols…

Embark on a transformative journey in our 40-hour (1.5 ECTS) program, where the synergy of AI and data science converges with industry dynamics. Explore the profound potential of leveraging your own data…

Are you a passionate educator or education enthusiast ready to embark on a journey into the future of learning? Join LTU’s course, “Generative AI and Learning – Opportunities and Challenges.” In just…

The course is designed to give participants a mix of theory and practice. Basic concepts in computer science are presented as a basis, as well as R-programming as one of the most…

This course presents computer vision and deep learning techniques. It is designed for students with a background in computer science who want to gain additional skills in how machine learning is applied…

This course is for students and professionals who want to understand the challenges and opportunities that artificial intelligence agents and components bring to the design of experiences. The course covers the conceptual…

Kursen ingår i programmet MAISTR (hh.se/maistr) där du som deltagare kan läsa hela programmet eller enstaka kurser. Kursen är för yrkesverksamma och ges på distans på engelska. Kursen länkar litteratur kring institutionell…

The aim of the course is for the student to understand how data and algorithms can affect business strategy and service design. The course looks at the underlying digital technology that digital…

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 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 human-centered design…

As AI systems become more common and expand their abilities, the decisions they made have a crucial impact on society as a whole. Whether they are designed to recommend content or product…

With the advances of modern technology, cybersecurity has become hard to provide and guarantee. AI can enhance cybersecurity, but also undermine it. In this course, you will learn the different uses of…

Det som är lovande med intelligenta robotsystem är att de kan utföra fler uppgifter och mer effektivt än en enda industriell robotlösning. Intelligenta robotar agerar kompetent eftersom de kan planera, ordna och…

Eftersom AI-system blir allt vanligare och kraftfullare blir de beslut som dessa system fattar också viktigare för samhället som helhet. Systemen kan få omfattande och bestående konsekvenser för oss alla, vare sig…

ROS (Robot Operating System) är en uppsättning av mjukvarukomponenter som ofta används i forskning inom autonoma system. Kortfattat så hanterar ROS kommunikation mellan olika plattformar, sensorer och ställdon samt visualisering, simulering och…

Answer Set Programming (ASP) är ett logiskt programmeringsparadigm utformat inom området Artificial Intelligence (AI) och används för att lösa komplexa sökproblem. ASP är ett språk för att beskriva och lösa problem av…

Natural language processing (NLP) is a subfield of artificial intelligence (AI) that studies how computers process human language. This course provides students with knowledge of applications, as well as common NLP problems…

With advancements in modern technology, cybersecurity has become difficult to provide and ensure. AI can enhance cybersecurity, but it also has the potential to undermine it. In this course, you will learn…

Natural Language Processing (NLP) is a sub-field of Artificial Intelligence (AI) that studies how computers process human language. This course allows learners to obtain knowledge about NLP problems, applications, and recent methods…

This course is designed to introduce participants to the concepts of industrial AI, eMaintenance and the application of data-driven approaches to decision making for the rail, mining, aerospace, construction, process and manufacturing…

The Internet of Things (IoT) and Artificial Intelligence (AI) are technologies that make “the world of everything connected” because they can connect physical objects, people, or infrastructure, especially thanks to wireless communications. IoT and…

Welcome to a course that provides an introduction to machine learning and how deep learning strategies are used and developed in biotechnological applications. The course covers the foundations of data-based modeling and…

Är du lärare på gymnasial nivå och vill bli behörig att undervisa i artificiell intelligens. Kursen syftar till att utveckla förmågan att beskriva och reflektera över användningen av artificiell intelligens (AI). Vidare…

Kursen syftar till att utveckla förmågan att beskriva och reflektera över användningen av artificiell intelligens (AI). Vidare syftar kursen till fördjupning och utveckling av kunskaper om konsekvenser som användning av AI har,…

In autonomous vehicles such as self-driving cars, we find a number of interesting and challenging decision-making problems. Starting from the autonomous driving of a single vehicle, to the coordination among multiple vehicles….

The rapid development of digital technologies and advances in communications have led to gigantic amounts of data with complex structures called ‘Big Data’ being produced every day at exponential growth. The aim…

Python är ett programmeringsspråk som kommit att användas brett i bland annar skolor för att lära ut programmeringsfärdigheter och av AI-utvecklare för maskininlärning och Big Data-applikationer. Kursen “Python – en inkörsport till…

The course is broken down into: Basic Bayesian concepts Selecting priors, deriving some equations Bayesian inference, Parametric model estimation Sampling based methods Sequential inference (Kalman filters, particle filters) Approximate inference, variational inference…

The aim of this course is that students will learn about the analysis, design, and programming of deep learning algorithms. The course is part of the programme MAISTR (hh.se/maistr) where participants can…

De flesta kurser om AI för chefer utvecklas ur ett affärsperspektiv så de innehåller vanligtvis inte material om fundamentala idéer bakom AI-metoder och deras tillämpningar. Tekniska kurser om AI går vanligen på…

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 innovation management…

“Programming in Python: Code Quality and Best Practices,” is designed to empower you with the knowledge and skills needed to write excellent code, adhere to industry best practices, and help prepare you…

Artificial Intelligence (AI) can be understood as systems which show intelligent behaviour by analysing their environment and with some degree of autonomy act to reach certain goals. In colloquial language, AI has…

Kursen handlar om digitalisering och artificiell intelligens (AI) ur ett verksamhets- och samhällsperspektiv. Ämnen som behandlas på kursen är teknologiska trender och samhällsförändringar kopplade till digitalisering; teknikutveckling och exponentiell tillväxt; superintelligens och…

Artificiell intelligens (AI) har snabbt blivit synonymt med social och ekonomisk förändring. På kort tid har den spridit sig till livets alla hörn, från det privata till det professionella till det offentliga,…

Allt fler affärsmodeller och innovativa tjänster baseras på tillgång till och kontroll över data. Det kan exempelvis handla om s.k. plattformstjänster, individanpassade tjänster, artificiell intelligens eller tjänster baserade på sakernas internet. Kursen…

Introduktionskurs till mänsklig och konstgjord kognition. Under kursen lär du dig både om hur artificiell intelligens (AI) kan användas för att förstå mänskligt beteende och hur psykologiska fenomen hos människor återfinns i…

The course places the use and the development of artificial intelligence (AI) and associated digital technologies (such as self-learning algorithms, autonomous machines and Human-Machine interfaces) in a historical, social and legal context….

I den här kursen fördjupar du dina kunskapar i programmering med inriktning på tillämpningar inom statistik och data science. Kursens innehåll I den här kursen får du lära dig modern statistisk datoranvändning…

Målet med kursen är att ge studenter en introduktion till programmering, särskilt som ett sätt att lösa problem från olika tillämpningsområden. Fokus ligger på programmeringsfärdighet med problemlösning och stegvis utveckling. Kursen är…

Med den snabba utvecklingen inom informationstekniken har vi under de senaste decennierna bevittnat en explosiv tillväxt i vår förmåga att generera och samla in data. Hur man skall analysera stora mängder data,…

Kursen tar sin utgångspunkt i ramverk för designorienterad forskning och utveckling, där fokus ligger på intressentcenrerade designprocesser. Framväxten av AI-baserade tjänster leder till nya designutmaningar – exempelvis att tjänsten förändrar karaktär över…

Kursen introducerar hur företag och andra organisationer kan använda sig av AI för att förnya sina affärsmodeller, hur ekosystemet påverkar innovationsprocess och intjäningsförmåga, och hur företag kan påverka ekosystem. Kursen introducerar begrepp,…

The on-line course will give insights in fundamental concepts of machine learning and actionable forecasting using predictive analytics. It will cover the key concepts to extract useful information and knowledge from big…

The Internet offers a trove of data for both academic research and industry applications. This course introduces the student to the basics of collecting data from Internet web pages. After an introduction…

Datavetenskap är ett kraftfullt tillvägagångssätt som kan hjälpa utövare och beslutsfattare att förstå de osäkerheter och oklarheter som finns i data, att identifiera interventioner, strategier och lösningar som inser fördelarna för mänskligheten…

Kursen ger en översikt över användningen av AI inom arkivsektorn, med fokus på principer och tillämpningar som datainsamling, bevarande och bearbetning av text, bild, ljud och video. Etiska och juridiska aspekter betonas….

Nowadays, a hot topic among industrial companies is using AI and deep learning. However, there is a lack of dealing with the collected data to define an appropriate problem statement before creating…

Den verkliga världen är distribuerad. Distribuerad artificiell intelligens handlar om denna spridning av kunskap, kompetens och förmågor, över olika enheter och olika platser. Kursen introducerar Multi-Agent Systems – huvudkonceptet och teknologin för…

This on-line course will teach you how to build convolutional neural networks. You will learn to design intelligent systems using deep learning for classification, annotation, and object recognition. This course is possible…

The course is an introduction to Social Robotics and Human-Robot Interaction (HRI). It aims at drawing engaged reflections and theoretical comparisons between how humans engage in meaningful interactions with other humans and…

Förstärkningslärande (Reinforcement learning – RL) är en metod för att lära sig att fatta ett optimalt beslut genom försök och misstag. Målet med RL är att uppnå en optimal policy för varje…

The course consists of three parts that introduce and explore the design of extended realities along different axes: a framing perspective, illustrating what XR is, how it has evolved, and how designing…

During this course you will experience various aspects of current, emerging and future healthcare challenges and trends, learn how to develop innovative technical solutions and recognise business opportunities. Various activities include but not limited…

This course aims to train students on systematic and vertical-application oriented knowledge for information technologies for industry digitalization. The main content of the course includes industry communications (extremely low-latency and high-reliability), global…

This project course is an introduction to data-driven engineering of networks and cloud systems. Using methods from statistical learning, you will develop and evaluate, for instance, models for prediction and forecasting of…

För att ett system automatiskt ska kunna känna igen ett ansikte, avgöra den optimala tidpunkten för maskinunderhåll, sortera textdokument, ha fungerande taligenkänning, känna igen handskrivna tecken, urskilja mönster i stora datamängder –…

Artificial intelligence (AI) is increasingly being used to change our cities and manage traffic and movement, meet the needs of commerce, combat crime, monitor individuals and improve our everyday lives. At the…

Maskininlärning handlar om statistiska prediktioner som förbättras genom erfarenhet; modellen lär och anpassar sig allt eftersom nya data blir tillgängliga. I denna kurs får du lära dig maskininlärningsmetoder som är relevanta för…

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. Application is…

The course deals with different perspectives on AI and its real and potential effect on organizations and society. The course is based on five different perspectives on AI: accountability, surveillance capitalism, power…

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 human-centered design…

I kursen introduceras du till programmering och lär dig grundläggande programmeringsprinciper och datavetenskapliga begrepp samt att självständigt skapa datorprogram för att lösa problem. Inga särskilda förkunskaper i programmering krävs. Programmeringsspråket som används…

Period:Period 2 – 2, v. 45 2024 – v. 3 2025, no module Location:Kiruna Form of study:Day-time 50% Language:English Tuition fees:Information for non-EU/EEA students Application code:LTU-27698 Last day for application:2024-04-15 Entry requirements:Basic…

Data is drastically changing how we function, both as individuals and as societies. An abundance of data is produced in every sector of society. Data is a product of every human activity,…

Would you like to learn about trustworthy artificial intelligence? This course provides you with the necessary knowledge to critically evaluate existing AI methods, techniques, and algorithms. We focus on reliability, explainability, transparency,…

This course is a first advanced introduction to computer vision and image processing. Topics that yesterday are i.a. camera modeling, multi-view geometry, reconstruction, some low-level image processing (eg image segmentation) and high-level…

The machine learning group at LTU University has designed a tailored course to empower industries with the latest advancements in AI. In the rapidly evolving field of AI, we see both challenges…

Under den här tvåveckorskursen kommer du att utveckla en praktisk kunskap om användningen av robotik och få viktiga praktiska färdigheter för robotapplikationer. När du fördjupar dig i grunderna inom robotik kommer du…

Upptäck grunderna i datorseende och dess roll i Industry 4.0. Människor är mitt uppe i vad som kallas den fjärde industriella revolutionen, eller industri 4.0: tillkomsten av ny teknik som för alltid…

Artificial intelligence is expected to bring major transformative changes to all sectors of society. This change offers great opportunities in the work towards a more sustainable society, but the new technology also…