TRUSTWORTHY ARTIFICIAL INTELLIGENCE

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 connected to AI. It is neither an “Introduction to AI” nor an “AI for dummies” course. Instead, it is set to demystify AI and to transform it into an actionable tool for manages and decision makers. Target groupThis course is for product managers, project managers, executives, and engineering managers in organizations that have already made, or are about to make, the transition to working with AI. ContentThe course is organized in three modules. The initial module will focus an introduction to AI, giving an understanding of what type of cases can be addressed with AI and what managers need to know about AI technology. Module two will cover tools and concrete on how to set up an AI strategy and roadmap, how to get started on AI projects, how to integrate AI and IT development, how to (self) evaluate AI in use, and, not to forget, the ethical and legal aspects of AI. The third module will give the participants the chance to use their new knowledge and tools and work with their own practical cases and how they could be addressed using AI. The goal of the course is to empower the participants to:  Describe the principal concept of AI, its strengths, and shortcomings Understand opportunities, myths, and pitfalls of AI Identify problem areas in industry, society, and in management where AI could be utilized Analyze how AI can be applied in a particular problem area Manage an AI strategy and get started: implement a strategy and a roadmap to apply AI in a particular problem area Understand how to integrate AI with IT development Assess the maturity of AI utilization in an organization Reflect on applications of AI from an ethical and legal perspective as well as the future challenges (technical, organizational, social, etc.) Practical informationAll materials will be accessible and include reading material, lecturer slides etc. The lectures can either be attended live via Zoom or later using the recordings at a time that is convenient for the participants. There will be 3 onsite workshops with a focus on interaction with the teacher and the co-participants of sharing real-life experiences and insights. The course will be delivered in a flexible manner to facilitate the combination of course work with your ongoing professional commitments. The total effort to pass this course is typically around 200 hours. Teaching language: English Entry requirementsThe basic eligibility for this course is a bachelor’s degree. Candidates with corresponding work experience are also invited to apply. Two years of relevant work experience is considered equivalent to one year of university studies at bachelor level. The course is free 

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 open as long as there is a possibility of admission. The courses qualify for credits and are free of charge for participants who are citizens of any EU or EEA country, or Switzerland, or are permanent residents in Sweden. More information can be found at antagning.se. About the course Critical design and practical ethics for AI, 3 credits Who is this course for? 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 only increase. Therefore, it is important to understand the ethical issues that may arise from use of AI, as well as to adopt a critical stance to the technology’s impact. The course introduces critical and ethical issues surrounding data and society, to train the student to problematize and reason about artificial intelligence (AI). You are most likely a designer, innovator, or product manager that works with digital services and products. What will you learn from this course? 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 and bias, sustainability, and trust. The course material consists of recent and relevant literature on the impact of, and critical perspectives on AI. Active discussions founded in different ethical perspectives are also an important part of the course. What is the format of this course? This course is primarily self-paced, with a few synchronous meetings. Most activities are based on the student’s having consumed specified material beforehand, such as video lectures, podcasts, articles, and books. Active discussions, both in online forums and during synchronous meetings, are an important part of the course.

Arbetar du med offentliga upphandlingar? Du kan spela en viktig roll i Sveriges strävan mot att bli mer hållbart och cirkulärt. I den här kursen får du lära dig mer om hur du genom upphandling kan bidra till att driva fram mer innovativa och hållbara lösningar.  Om den här kursen Offentlig upphandling kan spela en viktig roll för att nå ett mer hållbart och cirkulärt samhälle. I Sverige motsvarar den idag snart 1 000 miljarder kr per år och rätt använd kan den, genom sin enorma omfattning, driva fram nydanande mer hållbara lösningar. Lösningar som har potential att skapa mer värde och minskade kostnader för offentligheten. För att lyckas krävs dock ny kunskap, t ex kopplat till teknik, ekonomi och juridik, om hur man på bästa sätt upphandlar dessa mer cirkulära och hållbara lösningar.  Det här får du lära dig När du har gått kursen kommer du att ha lärt dig: olika koncept och strategier kopplat till cirkulär ekonomi vilka hinder och drivkrafter som finns för implementering av cirkulära strategier vid offentlig upphandling vilka rättsliga normer som möjliggör, begränsar eller förhindrar upphandling av cirkulära lösningar grundläggande principer för kravhantering och uppföljning Vem kan gå kursen? Alla som har ett intresse för upphandling av cirkulära lösningar. Kursen riktar sig främst till yrkesverksamma personer inom näringsliv och organisationer som arbetar med offentlig upphandling, eller personer som studerar upphandling. Kursen är öppen för alla och gratis. Det finns inga krav på förkunskaper eller särskild behörighet för att delta i kursen. Upplägg Kursen ges online och på distans, och du kan följa kursen i din egen takt. Kursmaterialet bygger på inspelade föreläsningar och läsanvisningar.

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 over the Internet. This technology allows to analyse and correlate heterogeneous sources of information, extract valuable insights, and enable better decision processes. Although the IoT has the potential to revolutionise a variety of industries, such as healthcare, agriculture, transportation, and manufacturing, IoT devices also introduce new cybersecurity risks and challenges. In this course, the students will obtain an in-depth understanding of the Internet of Things (IoT) and the associated cybersecurity challenges. The course covers the fundamentals of IoT and its applications, the communication protocols used in IoT systems, the cybersecurity threats to IoT, and the countermeasures that can be deployed. The course is split in four main modules, described as follows: Understand and illustrate the basic concepts of the IoT paradigm and its applications Discern benefits and drawback of the most common IoT communication protocols Identify the cybersecurity threats associated with IoT systems Know and select the appropriate cybersecurity countermeasures Course Plan Module 1: Introduction to IoT Definition and characteristics of IoT IoT architecture and components Applications of IoT Module 2: Communication Protocols for IoT Overview of communication protocols used in IoT MQTT, CoAP, and HTTP protocols Advantages and disadvantages of each protocol Module 3: Security Threats to IoT Overview of cybersecurity threats associated with IoT Understanding the risks associated with IoT Malware, DDoS, and phishing attacks Specific vulnerabilities in IoT devices and networks Module 4: Securing IoT Devices and Networks Overview of security measures for IoT systems Network segmentation, access control, and encryption Best practices for securing IoT devices and networks Organisation and Examination Study hours: 80 hours distributed over 7 weeks Scehduled online seminars:  January 30th 2024, February 12th 2024 and 11th of March Examination, one of the following: Analysis and presentation of relevant manuscripts in the literature Bring your own problem (BYOP) and solution. For example, analyse the cybersecurity of the IoT network of your company and propose improvements The number of participants in the course is limited, so please hurry with your application!

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. 

This course is taught in Swedish. For small and medium-sized businesses: learn how to develop a sustainable business and how to implement sustainability in your workplace. Do you want to learn how to use different methods to identify improvement potential for sustainability? Do you know how to smoothly integrate environmental improvement into your daily work? Do you want to learn tools to introduce new ways of working in your organisation and how to engage your employees? This practical course will give you knowledge on how to support your business to become more sustainable. Today we have less than seven years to meet the 1.5 degree target based on the carbon budget calculated by the UN Intergovernmental Panel on Climate Change. New technologies and new environmental investments are an important part of the societal transformation that is underway. It is equally important that we change the way we work and behave in our daily lives as well as in the workplace to reduce our environmental impact. Who can apply? The course is suitable for those in management positions who want to build and develop a sustainable business. For example, you may be a production manager, team leader, project manager, sustainability manager, environmental manager, or learning coordinator. Please note that the course is aimed at small and medium-sized businesses, with 10-249 employees, related to the automotive industry and the electrification transition. Course outline The course is structured around a running assignment and has four main themes: Identifying waste to avoid risk of harm to people and the environment. Use improvement methodology for environmental and resource efficiency improvements. Analyse and develop sustainable processes. Work on visions and goals for long-term sustainable development. See all courses that KTH Leancentrum offers