KTH Royal Institute of Technology

During this free course, you will learn the basics of AI, machine learning and Neural Networks. You will learn about important concepts such as Gradient Descent, Backpropagation and Activation Functions. Common metrics are presented as well as problems such as overfitting and underfitting. Among other topics, we go in-depth on: What are Neural Networks and how are they trained? How do Neural Networks analyze images and text? How important is data? See all free online courses that KTH offers

Today's ever-growing AI technology offers many different business opportunities. However, starting an AI project and maximizing the balance between business impact and resources is still a challenging task, requiring a thorough understanding of what AI can and cannot do for your business. This free course will give you an introduction to: What you can use artificial intelligence for How you as a business leader should approach AI from a business strategy perspective What key strategic decisions you need to make upfront What skills you need to succeed How you should start and proceed with different steps of your project The course was developed in collaboration with EIT Digital. See all free online courses that KTH offers

Today's ever-growing AI technology offers many different business opportunities. However, starting an AI project and maximizing the balance between business impact and resources is still a challenging task, requiring a thorough understanding of what AI can and cannot do for your business. This free course will give you an introduction to: What you can use artificial intelligence for How you as a business leader should approach AI from a business strategy perspective What key strategic decisions you need to make upfront What skills you need to succeed How you should start and proceed with different steps of your project The course was developed in collaboration with EIT Digital. See all free online courses that KTH offers

During this free course you will learn what to do when digital transformation is rapidly changing your work life. You will learn how to manage the disruptive process that often occurs due to digitalization and how the new business landscape evolves as a consequence. This course gives you an introduction to: New business opportunities and the need for reorganization The impact of digitalization on customers and on external and internal processes Digital trends changing value creation for your customers How to master strategies, methods and approaches for you and your business when tackling digital transformation Sorting mechanisms for better prioritization The course was developed in collaboration with EIT Digital. See all free online courses that KTH offers

During this free course you will learn what to do when digital transformation is rapidly changing your work life. You will learn how to manage the disruptive process that often occurs due to digitalization and how the new business landscape evolves as a consequence. This course gives you an introduction to: New business opportunities and the need for reorganization The impact of digitalization on customers and on external and internal processes Digital trends changing value creation for your customers How to master strategies, methods and approaches for you and your business when tackling digital transformation Sorting mechanisms for better prioritization The course was developed in collaboration with EIT Digital. See all free online courses that KTH offers

This course is taught in Swedish. Expand your Lean toolbox with a "Green Kaizen" tool that works! We now have less than seven years to meet the 1.5 degree target based on the CO2 budget calculated by the IPCC (UN Intergovernmental Panel on Climate Change). New technologies and new environmental investments are an important part of the societal transformation needed, but equally important is changing the way we work and behave in our daily lives and workplaces to reduce our environmental impact. In this course you will get training on an environmental improvement tool that has been successfully tested in a number of companies. The tool engages co-workers and teams to reduce the environmental impact in their own workplace and also helps to accelerate the pace of improvement. The course has four main themes: Identifying waste to avoid risk of harm to people and the environment Using improvement methodology for environmental and resource efficiency improvements Analysing and developing sustainable processes Working with visions and goals for long-term sustainable development Waste is anything that is not necessary of energy, raw materials, equipment, components, land, space and working time, to meet the customer's needs. With "green Lean glasses", the risks of harm to people and the environment are the most unnecessary and in the long run the most expensive wastes, not least for the climate. Lean & Green is a refresher course in green lean tools for those who want to build and develop a sustainable organisation. We use the Green Performance Map, an improvement tool for environmental and resource efficiency that also helps to identify opportunities for a more circular economy. Course objectives After completing the course you should be able to: Use the Green Performance Map tool to identify environmental failures and engage the whole staff in the improvement process Understand how the approach could be implemented in your organisation Integrate environmental improvement work into daily lean work Course outline The course consists of 4 digital half days plus homework. These include lectures, group discussions and practical exercises, including sustainability analysis of a process within your own organisation. You will be given a homework assignment between the course days in order to deepen your knowledge of Lean & Green. The assignment is based on your own and your organisation's work with sustainable development. The course is conducted by KTH Leancentrum in Södertälje. The lecturers are researchers and practitioners from KTH and RISE IVF. Among other things, you will learn: Seeing "green" as part of lean Identifying environmental failures in the workplace Using the "Green Performance Map" tool Target group Supervisors, production managers, environmental managers and lean coordinators. See all courses that KTH Leancentrum offers

This course is taught in Swedish. The circular economy can now be considered an established part of the transition to a sustainable society. But what does it really mean and what is new? This course will give you an introduction to the circular economy with a focus on materials. You will learn what the circular economy is, how it relates to sustainable development and the key principles of the circular economy. Adding on to this introductory course, there is a course on recycling and a course on metals in a circular society. Materials in a circular society - Recycling Materials in a circular society - Metals The course is free of charge, taught online with no scheduled meetings and can be followed at your own pace. You can take the course without any subject-specific prior knowledge. You will be continuously examined by answering questions related to each part. Examination is through automatically corrected questions and reflection tasks. To pass, you must answer all questions correctly. There is no limit to the number of times you can answer the questions. The reflection questions allow you to stop and give answers from your own perspective. These are not graded. See all free online courses that KTH offers

This course is taught in Swedish. This course is an extension to the course Introduction to materials in a circular society. The course summarises the state of the art in circular economy and recycling of materials. The course includes the following elements: What is recycling? Different materials and processes for recycling Open and closed systems for recycling Standards and recycling in a circular society The course is completely free of charge, taught online with no scheduled meetings, and can be followed at your own pace. You can take the course without subject-specific prior knowledge. You will be continuously examined by answering questions related to each part. Examination is by automatically corrected questions and reflection tasks. To pass, you must answer all questions correctly. There is no limit to the number of times you can answer the questions. The reflection questions allow you to stop and give answers from your own perspective. These are not graded.  Other courses about the circular economy: Introduction to materials in a circular society Materials in a circular society - Metals See all free online courses that KTH offers

This course is taught in Swedish. This course is an extension to the course Introduction to materials in a circular society. The course gives you basic insights into the circular economy and the recycling of metals. You will also gain an understanding of the recycling of the most common metals and their role in a sustainable society in a circular economy. During the course we will review: The basics of the properties of the most common metals and their different uses The basics of the production of the most common metallic materials Recycling of metals and their environmental footprint The basics of the circular economy The course is completely free of charge, taught online with no scheduled sessions, and can be followed at your own pace. You can take the course without subject-specific prior knowledge. The course consists of five parts: Introduction to metals Properties of metals Classification of major metals Preparation of the most common metals Recycling and environmental perspectives  You will be examined continuously by answering questions related to each part. The examination is based on questions that are automatically corrected. To pass, you must answer all questions correctly. There is no limit to the number of times you can answer the questions. After passing the course you will have learned to: Explain the characteristics of metallic materials and describe the properties, uses and production processes of the most common metallic materials. Reason insightfully about the strengths and weaknesses of different metallic materials from both a user and sustainability perspective. Explain the process for recycling different metals in a circular economy with low environmental impact. Explain what a circular economy is and explain key circular economy concepts. Other courses about the circular economy: Introduction to materials in a circular society Materials in a circular society - Recycling See all free online courses that KTH offers