Explore complex, multi-actor systems in which one factor influences all other factors. For instance, how innovative energy technologies merge into the existing energy system, or how new transport possibilities impact current processes. Armed with this information, learn to decide whether they should be further developed, consider possible negative results and weigh associated costs.

There are multiple ways to make decisions, but one way proven to be very useful is the analytical approach – a methodology for making the problem explicit and rationalising the different potential solutions. In short: analysis based support of decision making, design and implementation of solutions.

Creative Problem Solving and Decision Making as a course teaches you this method.

This economics course provides an introduction to the field of cybersecurity through the lens of economic principles. Delivered by four leading research teams, it will provide you with the economic concepts, measurement approaches and data analytics to make better security and IT decisions, as well as understand the forces that shape the security decisions of other actors in the ecosystem of information goods and services.

Systems often fail because the organizations that defend them do not bear the full costs of failure. In order to solve the problems of growing vulnerability to computer hackers and increasing crime, solutions must coherently allocate responsibilities and liabilities so that the parties in a position to fix problems have an incentive to do so. This requires a technical comprehension of security threats combined with an economic perspective to uncover the strategies employed by cyber hackers, attackers and defenders.

Are you ready to leave the sandbox and go for the real deal? Have you followed Data Analysis: Take It to the MAX() and Data Analysis: Visualization and Dashboard Design and are ready to carry out more robust data analysis?

In this project-based course you will engage in a real data analysis project that simulates the complexity and challenges of data analysts at work. Testing, data wrangling, Pivot Tables, sparklines? Now that you have mastered them you are ready to apply them all and carry out an independent data analysis.

For your project, you will pick one raw dataset out of several options, which you will turn into a dashboard. You will begin with a business question that is related to the dataset that you choose. The datasets will touch upon different business domains, such as revenue management, call-center management, investment, etc.

This course is for all of those struggling with data analysis. That crazy data collection from your boss? Megabytes of sensor data to analyze? Looking for a smart way visualize your data in order to make sense out of it? We’ve got you covered!

Using video lectures and hands-on exercises, we will teach you cutting-edge techniques and best practices that will boost your data analysis and visualization skills.

This course has been awarded with the Wharton-QS gold education award in the category Regional awards Europe.
We will take a deep dive into data analysis with spreadsheets: PivotTables, VLOOKUPS, Named ranges, what-if analyses, making great graphs – all those will be covered in the first weeks of the course. After that, we will investigate the quality of the spreadsheet model, and especially how to make sure your spreadsheet remains error-free and robust.

Finally, once we have mastered spreadsheets, we will demonstrate other ways to store and analyze data. We will also look into how Python, a programming language, can help us with analyzing and manipulating data in spreadsheets.

This course is created using Excel 2013 and Windows. Most assignments can be made using another spreadsheet program and operating system as well, but we cannot offer full support for all configurations.

Struggling with data at work? Wasting valuable time working in multiple spreadsheets to gain an overview of your business? Find it hard to gain sharp insights from piles of data on your desktop?

If you are looking to enhance your efficiency in the office and improve your performance by making sense of data faster and smarter, then this advanced data analysis course is for you.

If you have already sharpened your spreadsheet skills in Data Analysis: Take It to the MAX(), this course will help you dig deeper. You will learn advanced techniques for robust data analysis in a business environment. This course covers the main tasks required from data analysts today, including importing, summarizing, interpreting, analyzing and visualizing data. It aims to equip you with the tools that will enable you to be an independent data analyst. Most techniques will be taught in Excel with add-ons and free tools available online. We encourage you to use your own data in this course but if not available, the course team can provide.

These course materials are part of an online course of TU Delft. Do you want to experience an active exchange of information between academic staff and students? Then join the community of online learners and enroll in this MOOC. This course is part of the Data Analysis XSeries.

In an increasingly data-driven world, data and its use aren’t always all it’s cracked up to be. This course aims to address the critical lack of any or appropriate data in many areas where complex decisions need to be made.

For instance, how can you predict volcano activity when no eruptions have been recorded over a long period of time? Or how can you predict how many people will be resistant to antibiotics in a country where there is no available data at national level? Or how about estimating the time needed to evacuate people in flood risk areas?

In situations like these, expert opinions are needed to address complex decision-making problems. This course, aimed at researchers and professionals from any academic background, will show you how expert opinion can be used for uncertainty quantification in a rigorous manner.

Various techniques are used in practice. They vary from the informal and undocumented opinion of one expert to a fully documented and formal elicitation of a panel of experts, whose uncertainty assessments can be aggregated to provide support for complex decision making.

In this course you will be introduced to state-of-the-art expert judgment methods, particularly the Classical Model (CM) or Cooke’s method, which is arguably the most rigorous method for performing Structured Expert Judgment.

CM, developed at TU Delft by Roger Cooke, has been successfully applied for over 30 years in areas as diverse as climate change, disaster management, epidemiology, public and global health, ecology, aeronautics/aerospace, nuclear safety, environment and ecology, engineering and many others.

In our daily lives we use hundreds or even thousands of products and services. They are all designed, some with more success than others. The ‘Delft Design Approach’ is a structured approach that helps designers to tackle complex design challenges: from formulating a strategic vision, to mapping user behaviors, their needs and their environment, to developing and selecting meaningful proposals for products and services.

DDA691x offers a college-level introduction to the Delft Design Approach through lectures and exercises on design fundamentals and 6 methods. You will understand basic models and concepts that underlie the Delft approach. You will also develop the capability to use 6 basic methods in a design context. You will do so by applying the methods to realistic design challenges and by reflecting on your own performance by comparing it to that of expert designers as well as through peer discussion.

Are you a design practitioner eager to become more strategic? Are you a business professional who wants to become more innovative? In this course, made by the world’s first strategic design school, you’ll follow the lead of big successful companies who already create new business opportunities and spark innovation by practicing design.

This course will introduce you to a hands-on design approach for finding new business opportunities. You will experience first-hand how design can be of value for your organisation. You’ll be challenged to create your own concepts that generate new business opportunities.

This course is produced by the same team that created the Strategic Product Design master programme at TU Delft, one of the oldest and most established programmes of strategic design in the world. Moreover, industry experts will help bridging design practice and business theory in a way that is unique in the present educational landscape.

In this course you will learn about the different experiences patients go through in a medical context. The patient journey explores the interaction between the patient and the healthcare providers in all stages of the disease; coping with treatment and dealing with expectations, and interaction with and between different stakeholders.

This course will give designers and specialists in healthcare the knowledge, insights and tools to be able to analyze and improve patient experience. You will learn how to map complex healthcare scenarios, pinpoint opportunities and create hands-on solutions aimed at improving the patient experience.

This course is an introduction to patient journey mapping; developed at the Delft University of Technology and applied in improvement of care pathway. Step-by-step, the course visualizes the different stakeholders, phases and actions involved in patient treatment. You will be challenged to pursue new insights and given unique opportunities to learn, observe and question patients and medical professionals, with the opportunity to attend a live broadcasted, interactive surgery.

Learn about types and sources of industrial emissions and tools to mitigate them. Learn what the options are for climate-neutral electricity and review the strategies for dealing with the variability of renewable energy.

This course is designed for the next generation of policy-makers, sustainability consultants or professionals and students from various fields who want an overview of climate change mitigation strategies in industry and electricity generation and apply them to their own projects.

This course covers a wide variety of topics in the industry and electricity generation domains, from the current situation to the challenging mission of becoming climate-neutral. Specifically:

Industry – You will learn about types and sources of industrial emissions. You will also learn about the existing technological options, methodologies and tools to mitigate emissions (mainly GHG) inside and outside the boundaries of the industrial plant.
Electricity generation – you will learn what the options are for climate-neutral electricity and review the strategies for dealing with the variability of renewable energy, as well as how energy system modeling is used to devise plans and policies for the energy transition.
The course includes videos, examples, interviews with experts, exercises and quizzes so that you can master and practice what you have learnt and explore mitigation strategies through real life examples. Enriched by relevant readings and discussion forums, this course will let you dive deeper into specific areas of interest you might have and further facilitate your learning experience.

Course material and exercises will be complemented by relevant content about policy, through which you will also discover current measures taken by governments world-wide.

Familiarize yourself with decarbonization measures in the building and transport sectors. Learn about trends in energy usage, carbon intensity, and potential of available alternatives to limit greenhouse gas (GHG) emissions.

This course is designed for the next generation of policy makers, sustainability consultants or professionals and students from other fields who want to introduce themselves to climate change mitigation strategies in the building and transport sectors and apply them to their projects.

This course covers a wide variety of topics in the building and transportation domains, with the focus on the importance of designing climate friendly systems. Specifically:

Buildings – you will learn about trends in energy use and CO2 emissions that result from heating and cooling buildings, cooking and the use of electricity for appliances and lighting. You will be able to compare various alternatives to limit GHG emissions from buildings and quantify their impact.
Transportation – you will gain knowledge of decarbonization efforts carried out in various sub-sectors of transportation (including freight, aviation and passenger transport). You will learn about trends, fuel alternatives such as electrification and hydrogen applications, examine energy intensity and calculate GHG produced by transport. Additionally, you will have the chance to evaluate different transportation modes and their impact on climate.
In addition to the lectures, the course also includes interviews with experts and various exercises that will demonstrate how to practice what you have learnt and explore GHG emissions through real life examples. Enriched by relevant readings and discussion forums, this course will let you dive deeper into specific areas of interest you might have and further facilitate your learning experience.

Course material and exercises will be complemented by relevant content about policy, through which you will also discover current measures taken by governments world-wide.

What You'll Learn:
Understand the big picture of how buildings contribute to global GHG emissions and differences between climate zones.
Analyze the contribution of heating, cooling, cooking, and use of electrical appliances to greenhouse gas emissions and examine options to mitigate CO2 emissions from these activities.
Perform basic calculations on GHG emissions relating to different activities in buildings.
Consider how policies affect GHG emission in buildings.
Discuss the transport sector and its contribution to GHG emissions.
Calculate GHG emissions relating to different modes of transport and fuels.
Discover the efficiency and potential of alternate fuels and a variety of measures needed to decarbonize transport.

Explore the role of national governments, municipalities, companies and the international community in climate change mitigation. Learn to set reduction targets yourself and translate them into action plans.

“Every action matters
Every bit of warming matters
Every year matters
Every choice matters.”

This was the brief summary of a 2018 report of the Intergovernmental Panel on Climate Change (IPCC), the scientific advisory board of the United Nations.

But who should take action?

In earlier courses, we already set out what is needed to limit the impact of climate change. In this course, we will explore the role of national governments, the international community, companies, and sub-national governments, like cities, municipalities, provinces, and regions.

We start from the idea that climate governance is polycentric. None of these parties can mitigate the dangers of climate change all by themselves. Each of these types of organization has its particular strength. If you work – or plan to work – in or with any such organization, then through this course you will learn how to be successful and effective in playing your part in mitigating climate change.

Important elements that will be discussed for the various players in the field are:

What roles can the different organizations play?
How can emission reduction targets be set so that they are both ambitious and feasible?
How can meaningful emission reduction plans be developed that actually result in emission reduction on the ground?
Examples will be presented by professionals who have been successful in their own organization. They are willing to share the failures and critical success factors in their strategies.

What You'll Learn
Understand how international climate agreements work.
Assess the sphere of influence of your own organization.
Learn how to develop national climate policies and evaluate the relevance of existing policies for your organization.
Be able to set ambitious and feasible GHG emission reduction targets for companies and discover how to translate these into a climate action plan.
Design approaches to tackle greenhouse gas emissions in supply chains.
Be able to set ambitious and feasible GHG emission reduction targets for cities and municipalities and learn how to translate these into climate action plans.
Decide in which areas the greatest acceleration of climate action is needed.

Dredging equipment, mechanical dredgers, hydraulic dredgers, boundary conditions, design criteria, instrumentation and automation.

The course treats: the discrete Fourier Transform (DFT), the Fast Fourier Transform (FFT), their application in OFDM and DSL; elements of estimation theory and their application in communications; linear prediction, parametric methods, the Yule-Walker equations, the Levinson algorithm, the Schur algorithm; detection and estimation filters; non-parametric estimation; selective filtering, application to beamforming.

Het vak Digitale Systemen laat de eerstejaarsstudent kennis maken met de verscheidenheid aan specificatietechnieken en synthese bij het ontwerp van digitale systemen. Onderwerpen die worden behandeld zijn o.a.: getalstelsels, Booleaanse algebra, 2-level en multi-level netwerken, minimalisatietechnieken/tools, timing, hazards; sequentiële systemen, Moore/Mealy machines, FSM; specificatie, modellering, simulatie en synthese m.b.v. VHDL; datapad besturingsmodel, synthesemethodieken en tools, realisatie m.b.v. FPGAs.

The course focuses on three main dredging processes: the cutting of sand, clay and rock, the sedimentation process in hopper dredges and the breaching process

The purpose of this course is to convey knowledge of the various physical processes associated with slurry handling and transport during dredging. This knowledge is needed for the design of dredging equipment and for planning efficient equipment operations. The various processes are discussed and theories and simulation models that describe the processes are presented and compared during the course. The course can be broken down into four elements: 1. Pumps and engines a. Pump characteristics and cavitation b. Influence of particles on pump characteristics. 2. Hydraulic transport in pipelines a. Two-phase (solid-liquid) flow through pipelines b. Newtonian slurries c. Non Newtonian slurries d. Inclined and long pipelines. 3. Pump and pipeline systems a. Operation point and areas b. Production factors. 4. Case studies

The course provides the technological background of treatment processes applied for production of drinking water. Treatment processes are demonstrated with laboratory experiments.

This course deals with the design of drinking water treatment plants. We discuss theory and design exercises.

Deze cursus biedt inzicht in besluitvorming en bedrijfsvoering op inleidend niveau; en biedt inzicht in de basisbegrippen van de micro- en markteconomie; Na het volgen van deze module kunt u: 1)basisbegrippen en theorieĚÇn van de micro- en markteconomie toelichten; 2)belangrijke concepten en theorieĚÇn toepassen op eenvoudige situaties; 3)elementen uit de discipline herkennen in concrete voorbeelden van besluitvorming en management