Applications 2024-12-08
COURSE DESCRIPTION
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.
Language
The course is conducted in English.
Additional information
The course includes 80 hours of study and is offered for a fee.
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
The Course Sustainable Tourism in the Baltic Sea Region aims to provide a basic but comprehensive knowledge and understanding of the origins, applications, analyses and examples of Sustainable Tourism with a specific regional focus on the Baltic Sea. The course has both an interdisciplinary and interregional focus and is designed to give the learner a broad but still focused introduction to the topic with socio-political, economic and environmental viewpoints. The topics that will be covered in this course include the introduction of sustainable tourism, its stakeholders, challenges and theories. Numerous examples will be given, including cases and specific aspects of the topic. The course is a regional cooperation between many researchers across the Baltic Sea Region, including those from Sweden, Finland, Ukraine and Poland. The course consists of four modules: -An introduction to Sustainable Tourism -Aspects of sustainable tourism -Sustainable spatial planning of tourism destinations -Examples from the field Upon completion of the course, students can request a digital certificate by contacting pontus.ambros@balticuniv.uu.se
The course introduces you to the basics of the Baltic Sea, with its fragile and unique environment. Taking the course will help to better understand how human impacts are changing its marine ecosystems, but also how one can best reverse the negative trends of its destruction. Whether you take this course in your own pace, or within your university, we invite you to take part of the different lectures, and do the assignments for each topic. We hope you will learn something new about our beautiful semi-enclosed sea in Northern Europe. The course is built up with five chapters, each covering a new theme in several sections. Evolution, physical description and climateLife in the Baltic SeaPressures and challengesEnvironmental managementExamples from the region and future outlook The course takes approximately 50 hours to complete and if fully completed, students can request a digital certificate upon completing the course.
In the era of shift towards green transition, industries face unique challenges and generates numerous opportunities. This course, "Intelligent Asset Management and Industrial AI" is designed to equip professionals with the knowledge and tools necessary to support advanced technologies in achieving environmental sustainability. Industries play a major role in contributing to the global economy that is accompanied with a significant share towards environmental degradation. The growing climatic concerns and degradation of natural resources has urged the need to reduce carbon footprints, minimize waste, and optimize resource utilization such that a green transition is achieved. Intelligent Asset Management and Industrial AI are at the forefront of this transformation offering innovative solutions to enhance operational efficiency, reduce environmental impact and support the industry’s commitment to sustainability. Furthermore, the course can help a professional to optimize the usage of resources, look for energy efficient systems, consider environmental changes, develop sustainable solutions, and integrate advanced technologies towards green transition. This is a problem-based course specific to an industrial sector. The problems can be provided by the course supervisor, or the participants can bring their own problems from their work. Common problems include e.g. asset management by balancing cost against performance, identifying, detecting, predicting, and planning for unexpected outages, disruptions or failures, exploring challenges and opportunities with AI and digitisation, monitoring the condition of industrial assets, and achieving sustainability goals. Target groupThe target group includes individuals working in various industries such as railway, mining, transportation, construction, manufacturing, logistics, energy, and other organizations that are or planning to implement asset management systems. This course can be suitable for professionals ranging from asset managers, maintenance and reliability professionals, operation managers, engineers, project managers, and asset management consultants. Online seminarsDecember 10th at 14.00 to 15.00January 14th at 14.00 to 15.00January 31st at 14.00 to 15.00February 13th at 14.00 to 15.00February 28th at 14.00 to 15.00 Entry requirements Bachelor’s degree of at least 180 ECTS or equivalent, which includes courses of at least 60 ECTS in for example one of the following areas: Maintenance Engineering, Mechanical Engineering, Materials Science, Data Science, Computer Engineering, Civil Engineering, Electrical and Electronics Engineering or equivalent. Or professional experience requirements four to five years of experience in relevant industries.
This course has flexible start and you may join until December 8, 2024. The course is designed for you who wants to learn more about functional safety of battery management systems. The course will also cover other aspects of safety such as fire safety in relation to Rechargeable Energy Storage Systems (RESS) and associated battery management systems. In the course you will be able to develop skills in principles of Battery Management Systems, Functional Safety as well as of other aspects of safety such as Fire Safety, hazard identification, hazard analysis and risk assessment in relation to battery management systems. It also aims to provide a broader understanding of the multifaceted nature of safety. The course takes about 80 hours to complete and you can do it at your own pace. There are two scheduled meetings: One after five weeks to resolve any queries and another at the end of the course for the course evaluation. The date and time will be provided within a week of starting of course. Target GroupThis course is primarily intended for engineers that need to ensure that battery management systems are safe, reliable, and compliant with industry standards. The course is suitable for individuals with backgrounds in for example functional safety, battery systems, automotive or risk assessment. Entry requirements120 university credits of which at least 7.5 credits in software engineering and 7.5 credits in safety-critical systems engineering or 60 university credits in engineering/technology and at least 2 years of full-time professional experience from a relevant area within industry or working life experience regarding application of functional safety standards in the automotive domain or in other domains. The experience could be validated via a recommendation letter of a manager stating the involvement of the student in the development of functional safety artefacts. Proficiency in English is also required, equivalent to English Level 6.
Business models that efficiently contribute to reduction of material use and waste are key to successful transition towards sustainability. This course has a particular focus on the interplay between business models, product innovation and production processes. Through this course, you will explore the critical relationship between sustainable practices and business strategies, preparing you to contribute meaningfully to the circular economy and sustainable development initiatives In this course, you will be introduced to systematic working methods for business development in practical contexts, with a specific focus on innovation and creativity. The goal of the course is to provide a deep understanding of the application of various business model practices in different types of development work. The objective is for course participants to enhance their ability to understand and apply business development processes in the manufacturing industry and gain deeper insights into how these processes relate to organizations' innovation and business strategies in order to achieve circular flows, resilience, and sustainability. The teaching consists of self-study using course literature, films, and other materials through an internet-based course platform, as well as scheduled webinars and written reflections. There are no physical meetings; only digital online seminars are included. Study hours 40 hours distributed from week 3, 2025 to week 8, 2025. Webinar 1: January 13thWebinar 2: January 20thWebinar 3: February 3rdWebinar 4: February 17th Target GroupThis course is primarily intended for engineers in management or middle management positions within industry, whether they are recent graduates or individuals with extensive experience. The course is suitable for individuals with backgrounds in mechanical engineering, industrial engineering management, or similar educational background. Entry RequirementsTo be eligible for this course, participants must have completed courses equivalent to at least 120 credits, with a minimum of 90 entry Requirement credits in a technical subject area, with at least a passing grade, or equivalent knowledge. Proficiency in English is also required, equivalent to English Level 6. Educational package in circular economyThe course Product/production and business development for circular flows is an introduction of the educational package starting again spring 2024 and will also run spring 2026. This course: Business development for circular flow together with Product development for circular flows (starting March 3) and Production for cirkular flows (starting April 28) are free standing independent courses that build on knowledge in the field.