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Open for the Climate

A government mission to create open online education for climate change. Nine higher education institutions in collaboration to create a wide range of education in dialogue with relevant organizations in business and the surrounding society. The assignment is coordinated by Uppsala University. The aim is to enable shorter further education in relevant areas, such as engineering, science, procurement law, computer science and urban social planning etc. The courses developed are presented here.

46 RESULTS

Batterier: Att driva en mobil värld

Den här kursen ger en inblick i batteriernas värld. Vi använder alla batterier varje dag, men vet du verkligen hur ett batteri fungerar, vad som finns i det, vad det är användbart för och hur forskare försöker förbättra dem för framtiden? I den här introduktionskursen kommer vi att berätta allt från batterigrunderna, till utvecklingen av litiumjonbatteriet, deras tillämpningar och krav, vilka typer av material som används för att bygga batterier, till vad som händer med ett batteri när det är slut. och hur batterier utvecklas för framtiden. Som deltagare i denna kurs har du helst någon form av teknisk bakgrund, troligen läst naturvetenskap på högskola eller till och med på högre utbildning, eller har erfarenhet av ett tekniskt yrke. Förhoppningen är att du efter kursen ska bli mycket mer medveten om batterivärlden, kraven, applikationerna och komponenterna i ett batteri, samt ett bredare perspektiv på hur denna viktiga teknik kommer att utvecklas under det kommande decenniet. Observera att videoinspelningarna i denna kurs är på engelska men är textade på svenska.

Batteries: Powering a Mobile World

This course provides a glimpse into the world of batteries. We all use batteries every day, but do you really know how a battery works, what’s inside it, what it’s useful for, and how scientists are trying to improve them for the future? In this introductory course, we will tell you everything from battery basics, through the development of the lithium-ion battery, their applications and requirements, what kinds of materials are used to build batteries, to what happens to a battery when it’s finished its life and how batteries are being developed for the future. As a participant in this course, you ideally have some form of technical background, probably studied sciences at college or even in higher education, or have experience in a technical profession. It is hoped that after the course you will be much more aware of the battery world, the requirements, applications and components of a battery, as well as having a wider perspective of how this important technology will develop over the coming decade. It is expected that this course should take about 10-15 hours in total to complete.   The course is available from 30th of December 2022.

Catalytic Leadership for a Sustainable Change

This course emphasizes that systems-based changes are needed to achieve a sustainable world. In the past, dominant theories of change have neglected these complex conditions. In part, it includes the belief that change can be managed, planned, and controlled. This course suggests more contemporary theories where you are more inclusive, being many stakeholders and use fluid ways of creating change. Similar compositions of ideas have been tested in the honours track Change Maker Future Track at LU School of Economics and Management. At the end of the course, the participants will have a better chance of: a.       Understanding of the systemic nature of sustainability b.       Understanding of systems theory, and the concepts of complexity and wicked problems c.       Understanding of systems innovation and change d.       Having an overview of some tools for describing and analysing complex problems and contexts e.       Having an overview of contemporary theories of change f.        Having an in-depth understanding of the concept of Catalytic Leadership and Change    

Circular Economy - Sustainable Materials Management

This course looks at where important materials in products we use every day come from and how these materials can be used more efficiently, longer, and in closed loops. This is the aim of the Circular Economy, but it doesn’t happen on its own. It is the result of choices and strategies by suppliers, designers, businesses, policymakers and all of us as consumers. In addition to providing many cases of managing materials for sustainability, the course also teaches skills and tools for analyzing circular business models and promotes development of your own ideas to become more involved in the transition to a Circular Economy. You will learn from expert researchers and practitioners from around Europe as they explain core elements and challenges in the transition to a circular economy over the course of 5 modules: Module 1: Materials. This module explores where materials come from, and builds a rationale for why society needs more circularity. Module 2: Circular Business Models. In this module circular business models are explored in-depth and a range of ways for business to create economic and social value are discussed. Module 3: Circular Design, Innovation and Assessment. This module presents topics like functional materials and eco-design as well as methods to assess environmental impacts. Module 4: Policies and Networks. This module explores the role of governments and networks and how policies and sharing best practices can enable the circular economy. Module 5: Circular Societies. This module examines new norms, forms of engagement, social systems, and institutions, needed by the circular economy and how we, as individuals, can help society become more circular.

Cirkulär ekonomi – en kort grundkurs

Funderar du över vad en cirkulär ekonomi innebär och hur den påverkar dig som privatperson och i ditt yrkesliv? Då ska du ta del den här korta grundkursen, som bygger på kunskaper och erfarenheter från de främsta forskarna och pionjärerna inom akademin och näringslivet. Utbildningen lyfter fram några grundläggande koncept och strategier som du kan dra praktisk nytta av såväl i ditt yrkesliv som privatliv.Om den här kursenHållbarhet är högaktuellt, för individer, företag och samhället i stort. Det är inte längre en fråga om vi har miljöproblem eller inte. Cirkulär ekonomi har lyfts fram som en ekonomisk modell och policylösning på miljöfrågor, en lösning som också hanterar sociala och ekonomiska utmaningar. Det är en ekonomi som grundas på cirkulära resurskretslopp istället för de linjära processer som hittills är dominerande. En nyckel till en mer cirkulär ekonomi är att vända resursutmaningar till möjligheter till förändring och innovation. Ökad cirkulär och effektiv resursanvändning gynnar företagens konkurrenskraft och gör samhället mer hållbart genom t ex minskad resursanvändning, minskad miljöpåverkan och ökad social rättvisa. Gör dig redo för en cirkulär och hållbar framtid! Kursen är en kort snabbkurs i cirkulär ekonomi. Du lär dig om grundläggande koncept och strategier för utvecklingen av en cirkulär och hållbar ekonomi byggd på cirkulära flöden av resurser. Kursen bygger på kunskaper och erfarenheter från de främsta forskarna och pionjärerna inom akademin och näringslivet. Kunskaper du kommer att ha praktisk nytta av i ditt fortsatta yrkesliv och privat. Det här får du lära digNär du har gått kursen kommer du att:- kunna övergripande redogöra för vad cirkulär ekonomi är- ha förståelse för grundläggande koncept kopplat till cirkulär ekonomi Vem riktar sig kursen mot?Alla som har ett intresse för cirkulär ekonomi. Målgruppen är personer som vill få en grundkunskap om cirkulär ekonomi, exempelvis:- lärare- ingenjörer- politiker- beslutsfattareKursen är öppen för alla och gratis. Det finns inga krav på förkunskaper eller särskild behörighet för att delta i kursen. UppläggKursen består av sju moduler, som sätter cirkulär ekonomi i ett historiskt perspektiv, förklarar begreppet och ställer frågan vad cirkulär ekonomi är för dig. 

Cities and Consumption: Urban Sustainability and the Sharing Economy

How can we govern consumption and the sharing economy in our cities? This course explores cities, consumption and the sharing economy in Europe and around the world. We connect together the key themes of the sharing economy, cities, governance, consumption and urban sustainability. We explore how the sharing economy can contribute to increasing social, environmental and economic sustainability. And we argue that it is imperative that the sharing economy is shaped and designed to advance urban sustainability. This course was launched in May 2020, and it was updated in September 2021 with new podcasts, films and publications. This course is produced by Lund University in cooperation with partners from Sharing Cities Sweden – a national program for the sharing economy in cities with a focus on governance and sustainability. It features researchers, practitioners and entrepreneurs from a range organisations.

Cities, Climate and Change: Pathways and Opportunities

This course explores how we can design, create and achieve climate neutral cities. We embrace the “mission to the moon” approach for tackling greenhouse emissions from cities putting an emphasis on pathways and opportunities. We utilise insights and inspiration from Sweden, Europe and around the world.  We target how to support individuals and organisations in developing transformative skills and capacities for action on climate neutral cities. We focus on mitigation of greenhouse gas emissions but also connect to adaptation, resilience, social justice and sustainable development in the context of cities, climate and change. The course is designed around 5 interconnected modules. We therefore created a format that provides a diversity of ways to learn and creatively engage with the content. Module 1: Visions and Plans. In this week we begin with looking at visions for climate action and the plans or strategies on how to achieve ambitious goals.Module 2: Data and Tools. In this week we explore tools for climate action and creating both immediate and long-lasting impacts.Module 3: Finance and Partnerships. In this week we tackle the key challenge of financing climate action and the vital role of partnerships.Module 4: Engagement and Action. In this week we delve into community and citizen engagement and how it underpins climate action.Module 5: Research and Innovation. In this week we connect climate action to research, evaluation and innovation.  This course will be launched on Oct 25, 2023.

Climate Change Leadership and Transitions in Practice

Learn more about climate change’s impact on society and how you can lead a wide range of transition processes and practically work with climate transitions within different areas. Ongoing and future climate impacts on different parts of society, the attempts to try to build sustainability within planetary boundaries and interconnected international crises’ have created a unique situation concerning the issues’ urgency, complexity and uncertainty. Within this shifting landscape knowledgeable, creative and brave leaders and citizens are necessary to being able to fundamentally change how businesses, regions, municipalities and different organizations work and achieve results. This online course introduces climate science, climate change’s impact on society, different perspectives on the causes and possible solutions to the climate dilemma, climate justice and international agreements, carbon budgets and different climate scenarios, leadership within different contexts on different levels, key areas for successful transitions and different good examples of climate transitions, the individual’s and the collective’s possibilities and responsibilities, and concrete first steps towards transitions work within your work and local context. The Uppsala University learning platform Studium course run will start January 15, 2024 Duration: 5 weeks Weekly study time: 4 hours

Climate Change Leadership and Transitions in Practice (self paced)

Learn more about climate change’s impact on society and how you can lead a wide range of transition processes and practically work with climate transitions within different areas.   Ongoing and future climate impacts on different parts of society, the attempts to try to build sustainability within planetary boundaries and interconnected international crises’ have created a unique situation concerning the issues’ urgency, complexity and uncertainty. Within this shifting landscape knowledgeable, creative and brave leaders and citizens are necessary to being able to fundamentally change how businesses, regions, municipalities and different organizations work and achieve results. This online course introduces climate science, climate change’s impact on society, different perspectives on the causes and possible solutions to the climate dilemma, climate justice and international agreements, carbon budgets and different climate scenarios, leadership within different contexts on different levels, key areas for successful transitions and different good examples of climate transitions, the individual’s and the collective’s possibilities and responsibilities, and concrete first steps towards transitions work within your work and local context.

Climate goals, argumentation, evidence

The main goal of this course is to teach you basic knowledge and skills in argumentation.You will be engaged in co-constructing evidence-based justifications as well as in analyzing existing justifications in search of argumentation fallacies. Individual work as well as group-based work will allow you to practice. You will analyze climate-related articles (published in scientific literature but also in the news) and will extract the implicit underlying arguments and provide their analysis.Ultimately, this course will help you to develop basic argumentative skills needed to critically join the debate in society on climate goals. Who is the course for?CLIMATE GOALS, ARGUMENTATION, EVIDENCE is aimed at anyone who is interested in moving the first steps into the argumentation domain with the purpose of joining the debate on climate goals.An engineer (but also a politician) is expected to have founded arguments before taking any (climate-related) action. A citizen is expected to have founded arguments before engaging and sustaining any climate-related political agenda. How is the course structured?The course is a 4-week course. Each week mainly focuses on a single Intended Learning Outcome.

Data driven modeling for engineers

Numerical models are used in every engineering task, from conceptual design to optimization, control, and diagnostics. As the process becomes more complex, data driven models are a powerful tool that allows to quantify relationships between available data and observations, which forms the basis for machine learning. Image recognition, spam filtering, and predictive analytics are some examples of how we can use data driven models. This course provides a simple introduction to fundamental techniques for dimensionality reduction, classification, and regression, which can be applied to all types of engineering problems.

Data Science for Climate Change

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.

Designing Cycles at 64°

UMA TALKS CLIMATE CHANGE 2022 Climate Adaptation of the Built Environment DESIGNING CYCLES AT 64°   Interior Urban Landscapes and the Water-Energy Food Nexus Climate change demands a recalibration of our built environment to become more resilient. Designing Cycles at 64° takes a multi-scalar approach addressing individual building typologies and, exemplarily for climate adaptation of northern climate zones, the city of Umeå with its diverse urban fabric as a whole. The active involvement of all stakeholders in the planning and future use of buildings and open spaces becomes key. How to create spaces that contribute to community building and social interaction while integrating a maximum of ecosystemic services is therefore a central question that demands for implementable methods, tools, processes and design solutions. At 64° latitude, interior landscapes and the water-energy-food nexus offer interesting possibilities to extend growing seasons and diversify crops, to reduce energy consumption while providing hybrid living spaces between inside and outside. By exploring greenhouse extensions and building envelopes as local passive architectural solutions, DC64° sets out to build productive interfaces between the private and public sector, academia involving the disciplines of architecture and urban planning, urban water management, plant physiology and vertical gardening, as well as the general public in a living lab format. Retrofitting the existing building stock, repurposing vacancies and expanding our building performance may accumulatively have a systemic impact both in terms of reducing water and energy consumption, as well as food miles, while buffering existing infrastructure networks and enabling local food production on site. Expanding on Bengt Warne’s Naturhus (1974) and following examples, we anticipate new multifunctional architectural models applicable in various contexts and scales. FORMAT / The program includes an introductory lecture that addresses climate urgencies and potential capacity for change in the context of the built environment the week before the one-day symposium (hybrid format). The symposium brings together practitioners, researchers and educators and consists of five thematic sessions that can be attended as a full day or individually as they are interrelated, yet also function independently (See program link below). INTENDED LEARNING OUTCOMES / Understanding of multi-scalar climate-adapation design approaches within the built environment with a focus on the Nordic context / Reflect on aspects of social sustainability when it comes to transforming buildings and inhabitants from being consumers to becoming producers /   Umeå University School of Architecture   Presentations   Program Nov. 30.     For any questions content-related questions please email us cornelia.redeker@umu.se sara.thor@umu.se constanze.hirt@umu.se  

Djurvälfärd och hållbarhet

Målet med kursen är att ge lärare fortbildning inom ämnet djurvälfärd och hållbarhet. Kursens mål är också att ge lärare inspiration att designa sin egen undervisning, att ge lärare möjlighet att ta till sig ny forskning och att dela med sig av läraktiviteter som kan användas av fler.

Efficient Sustainable Development Goal fulfilment through collaborative learning and the UNDP 7-Step methodology

About the course:This course is a collaboration between Uppsala University and the United Nations Development Programme.  The course aims to strengthen participants' capacity to contribute actively to the fulfilment of the UN Sustainable Development Goals, the SDGs, in a complex, ever changing, global society. It will do so by clarifying the context of the SDGs in the international community, and by addressing the needed solutions from a both human and technical approach. The course consists of three modules, which will take you around 16 hours to complete. Module 1 will provide you with a wider background context to the SDGs and the aim is that following this module you will have gained insight into how humanity is being brought together. You will have received a basic understanding of the framework of the rules-based world order, within which the SDGs are set, how they link to this framework, as well as on how progress is maintained. Module 2 will provide you with collaborative learning tools and methods of co-creation. It will provide insights on why change fails and suggest planning tools and resources to enable transition from the current state to the desired state. It will show how you can apply some of these tools to foster collaborative innovations addressing sustainability challenges. Module 3 will provide you with current-day insights into the United Nations Development Programme, the UN body that manages and follows up the progress of the SDGs. You will be introduced to practical tools used by the organization to promote SDG fulfilment, the UNDP 7-step methodology, exemplified by a special focus on e-mobility. This online course is stand-alone, but it is also given as an advanced level as a five week course awarding university credits. Target group:The course has been created for those of you who are seeking a more in-depth understanding of the background and international context of the Sustainable Development Goals. It is for those of you who want to work hands-on with sustainable development, to strengthen this capacity, and are interested in both the human and technical side of delivering solutions. Suppose you are interested in the climate agenda and the power of collaboration, as well as curious to learn more about electrification in transportation systems. In that case, this is a course for you.        

Emissions from transportation

FOR WHO: The course is targeting professionals who want to deepen their knowledge of emissions from transportation, e.g. high school teachers, civil servants and politicians in public administration, engineers in the field of transport (car manufacturers, fuel production, logistics, ...) WHAT AND WHY: The purpose of the course is to provide a holistic perspective and increased knowledge in air pollution, to distinguish between climate effects and health effects, but also to provide insight into the tools to bring about social change. The climate is changing at an increasingly rapid pace and all the focus is on reducing CO2 emissions. However, our society relies heavily on energy conversions, e.g. for transport. Although some transport uses renewable (liquid) fuels, the CO2 balance is affected. Even if some transport is electrified, more CO2 emissions arise in the manufacture of, for example, batteries (and many cases of fossil-based electricity production). But transport also creates other emissions, so-called local emissions which mainly affect people and nature. As modern combustion engines emit very little air pollution, the composition changes and so-called wear particles also play a greater role in human health. Air pollution causes about 5 million premature deaths and is, after cancer, the greatest threat to human health. But local emissions also affect the climate. For example, marine transport will contribute with so-called albedo effects due to particle emissions (from internal combustion engines) and risk worsening climate change even more. This course deals with all the different aspects of air pollution from transport. WHEN AND HOW: You choose when and at what pace you want to carry out the steps. All parts of the course are free of charge. The course consists of five modules: 1.     Introduction 2.     The energy system and energy carriers 3.     Energy converters (engines) and reduction of emissions (exhaust gas treatment) 4.     Measurement and monitoring 5.     Health effects, societal aspects Each module contains several lectures and for each lecture and module there is a quiz where you can get confirmation that you have understood the most important things. Going through the entire course takes about 3–5 weeks, depending on how intensively/extensively you read. You can also choose to read parts of the course

Enforcing Sustainable Development

What can we do to address the sustainability challenges we face? In this course, you will gain insight into how individuals, organisations and societies approach sustainability challenges in different ways. In various parts of the world different challenges are prioritized and thereby, various approaches and solutions are needed. You will learn about the considerations needed to make decisions of how to prioritize sustainable development. You will also be introduced to different strategies for changing values, attitudes and behaviours. The course introduces enforcements that are applied to influence individuals within companies and in the society at large, including different incentives and instruments to ensure more sustainable behaviours. This course is relevant to professionals working in industry, policymakers, or students in engineering. What you'll learn Identify and prioritize solutions based on different perspectives About how the values, attitudes and behaviours for sustainable development are connected About different environmental management tools How to implement organizational learning, incentives and instruments to change behaviours for sustainable development Concepts used in the current sustainability debate See all free online courses that KTH offers

Everything is material - material is everything

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.

Exploring sustainable production systems

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.

Greening the Economy: Lessons from Scandinavia

How can we live a good life on one planet with over seven billion people? This course will explore greening the economy on four levels – individual, business, city, and nation. We will look at the relationships between these levels and give many practical examples of the complexities and solutions across the levels. Scandinavia, a pioneering place advancing sustainability and combating climate change, is a unique starting point for learning about greening the economy. We will learn from many initiatives attempted in Scandinavia since the 1970s, which are all potentially helpful and useful for other countries and contexts. The International Institute for Industrial Environmental Economics (IIIEE) at Lund University is an international centre of excellence on strategies for sustainable solutions. The IIIEE is ideally suited to understand and explain the interdisciplinary issues in green economies utilising the diverse disciplinary backgrounds of its international staff. The IIIEE has been researching and teaching on sustainability and greener economies since the 1990s and it has extensive international networks connecting with a variety of organizations.

Greening the Economy: Sustainable Cities

How can we shape our urban development towards sustainable and prosperous futures? This course explores sustainable cities as engines for greening the economy in Europe and around the world. We place cities in the context of sustainable urban transformation and climate change. We connect the key trends of urbanization, decarbonisation and sustainability. We examine how visions, experiments and innovations can transform urban areas. And we look at practices (what is happening in cities at present) and opportunities (what are the possibilities for cities going forwards into the future). This course was launched in January 2016, and it was updated in September 2021 with new podcasts, films and publications. The course is produced by Lund University in cooperation with WWF and ICLEI – Local Governments for Sustainability who work with creating sustainable cities. The course features researchers, practitioners and entrepreneurs from a range organisations.

Grunderna i AI

KursinnehållKursen syftar till att ge en introduktion och överblick av artificiell intelligens. Fokus ligger på att förstå begreppet och några viktiga tekniker som hur sökning och maskininlärning fungerar samt konsekvenser av AI på samhället.  Börja läsa när du vill Du kan börja läsa kursen i stort sett när du vill då kursen är en online-kurs med flexibel antagning. Du gör ansökan till den termin du tänker börja läsa kursen. Vill du börja direkt så ansöker du till innevarande termin, eller så väljer du den termin du tänker börja. Termin väljer du här ovan, så kommer du till rätt ansökningstillfälle. KursformatKursen är en distanskurs som görs i egen takt och hanteras i sin helhet i en web-baserad kursmiljö. Kursen baseras på självstudier av kursmaterialet och examineras med självrättande tester och inlämningar. Du som har gjort Elements of AI kan anmäla dig till den här kursen för att få dina resultat validerade. Det gäller både den svenska och den engelska versionen av kursen. Du måste inte göra om kursen, däremot måste du ladda upp certifikatet från Elements of AI och göra ett valideringstest med frågor motsvarande de som finns i Elements of AI för att säkerställa att det verkligen är du som gått igenom kursen. För mer information se denna länk. Kursen handleds över internet. Information om behörighetObservera att du vid ansökan till kursen måste kunna styrka att du har grundläggande behörighet. Om dina gymnasiemeriter inte redan finns på dina sidor på antagning.se så behöver du ladda upp gymnasieexamen, eller motsvarande, på antagning.se i samband med din ansökan.

Grunderna i AI, del 2: att utveckla AI

KursinnehållKursen syftar till att ge en introduktion till praktisk AI, med fokus på grundläggande maskininlärning. Syftet är att förstå hur man kan skapa AI-system med hjälp av maskininlärning, få inblick i teknikens möjligheter och begränsningar, samt få en överblick över vanliga metoder för maskininlärning. Börja läsa när du villDu kan börja läsa kursen i stort sett när du vill då kursen är en online-kurs med flexibel antagning. Du gör ansökan till den termin du tänker börja läsa kursen. Vill du börja direkt så ansöker du till innevarande termin. Termin väljer du här ovan, så kommer du till rätt ansökningstillfälle.  KursformatKursen är en distanskurs som görs i egen takt och hanteras i sin helhet i en web-baserad kursmiljö. Kursen baseras på självstudier av kursmaterialet och examineras med självrättande tester och inlämningar. Du som har gjort Elements of AI, Part 2: Building AI kan anmäla dig till den här kursen för att få dina resultat validerade. Detta innefattar att göra ett valideringstest med frågor motsvarande de som finns i Elements of AI, Part 2: Building AI för att säkerställa att det verkligen är du som gått igenom kursen. För mer information se denna länk. Kursen handleds över internet. Information om behörighetObservera att du vid ansökan till kursen måste kunna styrka att du har grundläggande behörighet. Om dina gymnasiemeriter inte redan finns på dina sidor på antagning.se så behöver du ladda upp gymnasieexamen, eller motsvarande, på antagning.se i samband med din ansökan.

Hållbar utveckling ur ett pedagogiskt perspektiv för yrkeslärare

Välkommen till ett öppet och nätbaserat utbildningsmaterial som bidrar med kunskap och inspiration för att stödja yrkeslärares undervisning med Hållbar utveckling. MålgruppVerksamma yrkeslärare och yrkeslärarstudenter. InnehållUtbildningsmaterialet baseras på: nationella och internationella styrdokument om Hållbar utveckling, yrkeslärares beprövade undervisningserfarenhet samt forskning om skolutveckling och yrkeslärares undervisning för alla yrkeselever Kursmaterialet ger grundläggande kunskap om Hållbar utveckling och en fördjupning i dimensionen Social hållbarhet. Avsikten är också att inspirera till programvisa skolutvecklingsarbeten genom filmer där verksamma yrkeslärare beskriver hur de arbetar med Hållbar utveckling i olika yrkesprogram. Utbildningsmaterialet består av inspelade föreläsningar som du kan ta del av i den ordning du har behov av. Om du inte tidigare arbetat med Hållbar utveckling i ditt yrkesprogram rekommenderar vi att du tar del av utbildningsmaterialet i följande ordning: Hållbar utveckling Social hållbarhet Skolutveckling Inspirationsfilmer av och för yrkeslärare Vid anmälan får du länk till material och inloggningsuppgifter. Mer information om utbildningen.  Medverkande Mari Forsberg, universitetsadjunkt, Pedagogiska institutionen, Umeå universitet Robert Holmgren, lektor, Pedagogiska institutionen, Umeå universitet Gerd Pettersson, lektor, Pedagogiska institutionen, Umeå universitet Jenny Björkén, yrkeslärare, Hotell- och turismprogrammet, Astar, Luleå Stina Björkén, yrkeslärare, Restaurang- och livsmedelsprogrammet, Astar, Luleå Urban Burman, yrkeslärare, Fordons- och transportprogrammet, Anderstorpsskolan, Skellefteå Annette Christiansen, yrkeslärarstudent, Hantverksprogrammet frisör, Luleå Anna Renhorn Pohl, yrkeslärare, Försäljnings- och serviceprogrammet, Praktiska gymnasiet, Skellefteå