Luleå University of Technology

Deep Learning is one of the most prominent techniques in AI, with the potential to solve complex problems across various domains. This course provides a fundamental introduction to Deep Learning and its applications, with a focus on sustainable solutions. Topics Basics of Deep Learning Common algorithms and methods Applications across various industry sectors You will learn Understand the principles behind Deep LearningImplement basic Deep Learning algorithmsExplore applications for sustainable solutions Who is the course for?This course is designed for data scientists, engineers, and AI practitioners who want to learn the basics of Deep Learning and its applications in solving real-world problems. It is also ideal for professionals looking to implement AI solutions with a focus on sustainability. LanguageThe course is conducted in English. Additional informationThe course includes 15 hours of study and is offered for a fee.  

6G technology represents the next step in wireless communication and has the potential to revolutionize automation through faster and more reliable connectivity. This course explores the potential of 6G in automation processes and how the technology can contribute to sustainable development. Course content • Introduction to 6G technology• Applications in industrial automation• Benefits and challenges of 6G What you will learn • Understand the fundamentals of 6G technology• Analyze and implement 6G solutions in automation• Identify sustainable applications of 6G Who is the course for?The course is designed for engineers, researchers, and professionals in automation and telecommunications who want to explore and implement future 6G technologies. LanguageThe course is conducted in English. Additional informationThe course includes 15 hours of study and is offered for a fee.

Successful production of sustainable products requires advanced analytical techniques to ensure quality and efficiency. This course provides practical knowledge of methods for analyzing and supporting the production of products for the green transition. Course content Introduction to analytical techniques Quality assurance in production Analysis of sustainability and environmental impact What you will learn Use advanced analytical techniques in production processes Ensure quality and sustainability in production Identify areas for improvement to optimize production Who is the course for? The course is designed for quality managers, production leaders, and engineers working with sustainable production who want to deepen their knowledge of analytical techniques. LanguageThe course is conducted in Swedish and English. Additional informationThe course includes 60 hours of study and is offered for a fee.

Batteries are a key component of future energy systems and electrification, but their production must become more sustainable. Manufacturing processes need to be optimized to minimize environmental impact while maintaining performance and safety. This course provides an introduction to battery production, covering everything from material selection to manufacturing techniques. Course content Materials and components for battery manufacturing Production processes and quality control Sustainability aspects in battery production What you will learn Understand the fundamental steps in battery manufacturing Identify sustainability challenges and propose improvements Analyze processes to ensure high quality and performance Who is the course for? The course is designed for professionals in the battery industry, materials researchers, and engineers working with production and sustainability issues. It is also suitable for those interested in learning the basics of battery manufacturing for future applications. Language The course is conducted in English. Additional information The course includes 60 hours of study and is offered for a fee.

Chemical processes play a crucial role in the green transition, from producing sustainable materials to reducing emissions. This course provides a fundamental understanding of chemistry and its application in sustainable solutions. Course Content Basic chemistry for the green transition Sustainable chemical processes Environmental and energy aspects of chemical applications What You Will Learn Understand the basics of chemistry related to the green transition Analyze and optimize chemical processes for sustainability Identify applications that minimize environmental impact Who Is the Course For? The course is designed for chemists, process engineers, and other professionals in the chemical industry who want to understand and apply sustainable chemical processes. Language The course is conducted in English. Additional information The course is offered for a fee.

The green transition requires support and participation from the entire society to be successful. Citizen dialogue is a crucial part of building understanding, trust, and acceptance for necessary changes. This course explores methods and tools for conducting effective dialogues and engaging citizens in the transition process. Course content Principles of citizen dialogue Methods for engaging diverse target groups Case studies from successful transition projects What you will learn Understand the importance of citizen dialogue in the transition process Plan and conduct dialogues that engage and inform Evaluate the impact of citizen dialogue on the transition process Who is the course for? The course is designed for civil servants, policymakers, and urban planners working with sustainability projects and citizen engagement. It is also relevant for communicators and project managers seeking to improve their ability to lead dialogues related to the green transition. Language The course is offered in Swedish. Additional information The course includes 60 hours of study and is offered for a fee.

Discover the basics of computer vision and its role in Industry 4.0.Humans are in the midst of what is referred to as the Fourth Industrial Revolution, or Industry 4.0: the advent of new technologies that will forever change the face of business, and chief among them is computer vision. This three-week course from the Luleå University of Technology will give you a solid introduction to computer vision and help you explore its effects on industry and business. Once you complete the course, you’ll understand the potential applications of computer vision and be empowered to shape its future. This course will guide you through this journey to have a better understanding of the techniques that stand behind this field, and how you can get the benefit of using CV in your current business. The course will cover he concepts of the following fields, image processing, machine learning, deep learning, and use cases of computer Vision in business. Anyone in industry and academia who wants to boost their digital skills and gain confidence in how computer vision practices have evolved and might add a noticeable positive impact to their business and careers. This may include:  Employees, Executives, Directors, Senior Managers, Founders, and Entrepreneurs  Undergraduates and post-graduates  Researchers, teachers from majors related to business This course will be given in English.

Big data and the algorithms used in data science, together with the corresponding process and its technology tools, have important implications for addressing climate change. From machine learning algorithms to data visualization, data science methods are used to investigate and better understand climate change and its various effects on land, sea, food, etc.Data science is a powerful approach which is capable of helping practitioners, and policy-makers understand the uncertainties and ambiguities inherent in data, to identify interventions, strategies, and solutions that realize the benefits for humanity and the environment, and to evaluate the multiple– and sometimes conflicting–goals of decision-makers. In this MOOC course, we introduce methods pertaining to the growing field of data science and apply them to issues relevant to climate change. Topics Data science Analytics as a process Data-driven decisions Climate change Applications of data science in climate change Course content Understand data science Learn about the sources of big data Understand the basics of climate change, its impacts and sustainable development goals Get to know data-driven decisions and how they are made Highlight some climate change challenges that are directly or indirectly related to data science Apply data science knowledge and skills to make climate change related decisions Learn how others have used data science in association with addressing climate change problems You will learnBy the end of the course, you will be able to: obtain and analyze datasets; make data-driven decisions; identify and address climate change challenges using data science Who is the course for?This course is designed for those who want to improve their analytics and data-driven decision-making skills, with an emphasis on utilizing such skills for addressing climate change challenges. The course will also be useful for practitioners and policy-makers as they can benefit from understanding the uncertainties and ambiguities inherent in data and using it to identify interventions, strategies, and solutions that realize benefits for humanity and the environment.

Global digitalization generates vast amounts of data, making data-driven decision-making essential for success in many industries. The ability to transform data into actionable insights can enhance business strategies, operational efficiency, and sustainability efforts. This course provides an introduction to data analysis and decision-making using predictive models and machine learning. Participants will be introduced to methods and tools for analyzing data, building predictive models, and making strategic decisions based on data-driven insights. Course content • Fundamentals of data-driven decision-making• Introduction to machine learning and predictive analysis• Tools and methods for data analysis and modeling What you will learn • Understand the basics of data-driven decision-making and its applications• Analyze data using predictive models and machine learning techniques• Develop strategic decisions based on data analysis Who is the course for? The course is designed for business leaders, managers, researchers, and professionals who want to use data-driven analysis to improve business strategies and drive sustainable development. It is also suitable for technicians and analysts looking to build their skills in data analysis and decision-making. LanguageThe course is conducted in English. Additional informationThe course includes 80 hours of study and is offered for a fee.

Starting a business? Learn how to create a business model that ensures your new entrepreneurial venture is successful. Discover and analyse successful business models before developing your own Discover business management tools for building a business model Build essential skills for starting a business This course is designed for anyone who wants to boost their business development skills and learn how to create a successful business model. It will be particularly useful if you are about to start your own business, you’re struggling with your business model, or you need to reinvent your current business model. The course will be given in English.

Electric drive systems are central to the transition toward sustainable transport and industrial solutions. Efficient design and implementation of drive systems can reduce energy consumption and improve performance. This course covers the fundamentals of designing and optimizing electric drive systems for various applications. Course Content Principles of electric drive systems Design for energy efficiency and performance Applications in industry and electric vehicles What You Will Learn Design electric drive systems for different applications Optimize systems for energy efficiency and sustainability Analyze challenges and opportunities in electric drive systems Who Is the Course For? The course is tailored for engineers and developers in the transport and manufacturing industries, as well as professionals working with the electrification of vehicles and industrial systems. Language The course is conducted in English. Additional information The course includes 65 hours of study and is offered for a fee.

Integrated circuits are central to many of today’s technologies, and their design can significantly impact energy efficiency and sustainability. This course introduces techniques for designing integrated circuits with a focus on environmental aspects. Course content Basic design principles for integrated circuits Energy-efficient solutions for electronics designSustainability in integrated circuit development What you will learn Design integrated circuits with a focus on energy efficiency Implement sustainable solutions in the electronics industry Understand the connection between circuit design and environmental impact Who is the course for? The course is designed for electronics developers, engineers, and technicians working with circuit design who want to focus on sustainability and energy efficiency in their solutions. LanguageThe course is conducted in Swedish and English. Additional informationThe course is offered for a fee.

Edge computing enables faster and more energy-efficient data processing directly at the source. In robotics, this can lead to improved performance and sustainability. This course introduces the concept of edge computing and its applications in robotics. Course content • Fundamentals of edge computing• Applications of edge computing in robotics• Energy-efficient solutions for data processing What you will learn • Understand the principles of edge computing• Implement edge computing in robotic systems• Optimize data processing for energy efficiency Who is the course for?The course is designed for engineers, developers, and technicians working with robotics, IoT, and data processing who want to implement energy-efficient solutions in their projects. LanguageThe course is conducted in English. Additional informationThe course includes 15 hours of study and is offered for a fee.

Materials are all around us, in your house, in your phone and in the air you breathe. But what is material and why is it so important? Right now, the green transition is underway, but how do we create a more sustainable world - from raw material to product? It's all about materials. How does material feel? How are materials chosen? What are the materials of the future? Join us and discover our world of materials! The course containsIn this course we go through the basics of what materials are and why they are so important. You get to discover materials, get to know materials and be inspired by the materials of the future. The following areas are included in the course: What is material? How does material feel? How are materials chosen? How are materials recycled? What are the materials of the future? You will learnAt the end of the course you should be able to: Discover and reflect on the world and meaning of materials Get a feel for different materials Discover and analyze materials in your vicinity Understand that different materials are chosen based on the area of use Understand and reflect on the possibilities of materials and their role in the green transition Who is the course for?This is a course suitable for EVERYONE who is curious about the materials in their surroundings, regardless of background and age. The course requires no prior knowledge. It is for those of you who have an interest in a sustainable future and who wonder what role materials have in the green transition. The course is given in Swedish.

Our society must shift to sustainable production. The production systems need to be developed in line with the global goals set by the UN and that have been agreed on by the countries. Sustainable production is about producing with, preferably, positive impact, but usually at least as little negative impact as possible, on people and our planet. This three-week course introduces you to sustainable production systems and helps you understand them from economic, social and ecological perspectives. The course begins with an exposé of how production systems have developed historically. You will learn about the UN Sustainable Development Goals. The course continues with an in-depth study of production systems, covering some prominent people and theories in the field. Next, you will learn about current developments in production innovation and Industry 4.0. You will also meet two companies in the manufacturing industry, Polarbröd and Sandvik Coromant, and see examples of how they work with sustainable production. The course concludes by giving you tools to design sustainable production systems. The course is aimed at anyone curious about sustainable production and how industrial production can be developed to become more sustainable. The course will be given in English.

Efficient energy use is a crucial part of sustainability efforts. Accurate flow measurement of liquids and gases can optimize energy consumption and streamline processes. This course teaches techniques and tools for implementing flow measurement in various applications. Course content Fundamentals of flow measurement technologyEnergy optimization through flow analysisPractical applications in industry and energy sectors What you will learn Use flow measurement to optimize energy consumptionEvaluate and implement measurement tools for different processesUnderstand how flow measurement impacts sustainability and energy efficiency Who is the course for? The course is designed for engineers, technicians, and production managers working with process optimization and energy efficiency in industrial settings. LanguageThe course is conducted in Swedish. Additional informationThe course includes 30 hours of study and is offered for a fee.

The steel industry is one of the largest sources of carbon dioxide emissions globally. With the introduction of fossil-free manufacturing processes, the industry can take significant steps toward a sustainable future. This course introduces the fundamentals of fossil-free steel production, focusing on techniques and processes to reduce climate impact. Course content Introduction to fossil-free steel production Use of hydrogen in steel manufacturing Climate impact and sustainability aspects What you will learn Understand the basics of fossil-free steel production Analyze the climate impact of traditional steel manufacturing Identify key factors for implementing fossil-free processes Who is the course for? The course is designed for engineers, technicians, and decision-makers in the steel and manufacturing industries. It is also suitable for researchers and students interested in understanding and working with fossil-free technology in steel production. Language The course is conducted in Swedish and English. Additional information The course includes 60 hours of study and is offered for a fee.

Deepening knowledge of advanced techniques and processes for fossil-free steel production is essential for taking the next step toward a carbon-free industry. This course focuses on optimizing and implementing innovative solutions in the manufacturing process. Course Content Advanced techniques for fossil-free steel production Implementation of hydrogen-based processes Efficiency and optimization in steel manufacturing What You Will Learn Understand and apply advanced processes for fossil-free steel production Optimize manufacturing processes to reduce energy consumption Contribute to the transition toward a sustainable steel industry Who Is the Course For? The course is designed for professionals in the steel industry, researchers, and technical specialists with basic knowledge of fossil-free manufacturing who want to deepen their understanding of advanced techniques. Language The course is conducted in Swedish and English. Additional Information The course includes 60 hours of study and is offered for a fee.

Freight transport plays a crucial role in Sweden's economy but is also a major source of greenhouse gas emissions. To meet climate goals, the transport system must transition to greener alternatives, including electrification, biofuels, and hydrogen. This course provides an overview of technical solutions and strategies for reducing the environmental impact of the transport sector and supporting a sustainable transition. Course content• Electrification of freight transport• Use of biofuels and hydrogen• Infrastructure and policy challenges for green transport What you will learn• Identify key technologies for green freight transport• Analyze policy challenges and potential solutions• Develop strategies for implementing sustainable transport solutions Who is the course for?The course is designed for transport and logistics managers, engineers, policymakers, and other professionals seeking to understand the technical and policy aspects of green freight transport. It is also suitable for those working with sustainability strategies within the transport sector. LanguageThe course is conducted in Swedish. Additional informationThe course includes 80 hours of study and is offered for a fee.

The use of hydrogen is increasing sharply in the world. If you want to know the basics about hydrogen then this is the course for you. What will you learn?You get answers to questions such as: Why is hydrogen interesting? How is hydrogen produced? How is hydrogen distributed and stored? How can hydrogen be handled safely? How is hydrogen used to change to a sustainable and environmentally friendly society? Who is the course for?The course is for anyone who is curious to know a little more about hydrogen. Advanced knowledge of chemistry and physics is enough to keep up. Who are the teachers?Assistant Professor Erik Elfgren, Professor Rikard Gebart, Dr Fredrik Granberg, Dr Cecilia Wallmark, Professor Andrea Toffolo, Professor Xiaoyan Ji, Professor Kentaro Umeki, Luleå Univerity of Technology and Professor Thomas Wågberg, Umeå University.

The global demand for battery metals is rapidly increasing, posing both environmental and economic challenges. Traditional metal extraction methods are resource-intensive and often have negative environmental impacts. Hydrometallurgical extraction offers a sustainable solution by using less energy and enabling the recovery of valuable metals from both primary and secondary resources. This course introduces participants to processes and techniques for optimizing the extraction of battery metals for a sustainable future. Course content • Basic principles of hydrometallurgical extraction• Techniques for recovering battery metals from end-of-life batteries• Environmental and sustainability aspects of metal extraction What you will learn • Understand the fundamentals of hydrometallurgical extraction and its role in sustainable metal recovery• Identify methods for recovering metals from various resources• Analyze sustainability challenges and implement solutions to minimize environmental impact Who is the course for? The course is designed for professionals in material recycling, the chemical and process industries, as well as researchers and engineers working with sustainable resource extraction. It is also suitable for those interested in learning the basics of metal extraction techniques for a sustainable future. LanguageThe course is offered in Swedish. Additional Information The course includes 40 hours of study and is offered for a fee.  

Gain essential practical skills in the application of robotics to understand how to use robotic tools across various industries. On this two-week course you’ll develop a working knowledge of the use of robotics, gaining essential practical skills for robotic applications. Delving into the fundamentals of robotics, you’ll be equipped with the basics of 3D modelling, object detection, computer vision, and image processing. You’ll discover examples and get hands-on experience in developing engaging and useful robotics applications. The skills you gain in this course will help you understand how to develop robotic tools in application across various sectors. Delve into object detection Gain practical skills in the application of robotics Learn from the experts at Luleå University of Technology This course is designed for anyone interested in learning how to develop robotic tools. It will be most beneficial for those who have some theoretical knowledge of robotics and want to gain more hands-on experience. This course will be given in English.

Maintenance of company equipment, procedures, and budget has always been important to ensuring optimal business performance. However, it has moved on from the trial-and-error approach used in the beginning of the twentieth century. Modern maintenance engineering involves applying engineering principles to optimise company equipment, budget, and procedures. On this three-week course, Luleå University of Technology will introduce the science, management, and other principles you need to be a maintenance technician in the 21st century. Learn maintenance engineering and technology basics Understand and preserve reliability/maintenance balance Study with leading maintenance experts The course will be given in English.

Explore the different tools and software to design, test, and prototype custom robot parts and robust robot behaviour. In recent years, industries around the world have been getting creative when it comes to incorporating robotics into their workflows. This three-week course offers a fascinating introduction to software and tools currently used in robotics. You’ll build basic knowledge of robotics tools and learn how they can be adapted for different industries. Familiarise yourself with Ubuntu operating system and Gazebo framework Gain hands-on experience using 3D robotics models in simulation Learn from the experts at the cutting edge of control engineering, robotics, and AI This course is designed for anyone interested in using robotic solutions in their role and who wants to learn the basics of robotics frameworks. The course will be given in English.