Uncertainty

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Decision Making Under Uncertainty: Introduction to Structured Expert Judgment (edX)

Self Paced
Decision Making Under Uncertainty: Introduction to Structured Expert Judgment (edX)
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Don't let the absence of data or the lack of appropriate data affect your decision-making. Learn how expert opinion can be used rigorously for uncertainty quantification. 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 [...]

Mathematical understanding of uncertainty (edX)

Self Paced
Mathematical understanding of uncertainty (edX)
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This lecture series discusses how the concept of probability can be used to handle, control, and exploit uncertainty in the real-world. It is an undergraduate-level lecture series on probability, but is entirely different from the usual courses on probability theory. The lectures cover the basics of probability theory including [...]

Introduction to Scientific Machine Learning (edX)

Aug 21st 2023
Introduction to Scientific Machine Learning (edX)
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Learn the basics of machine learning with hands-on practical examples on engineering applications. This course provides an introduction to data analytics for individuals with no prior knowledge of data science or machine learning. The course starts with an extensive review of probability theory as the language of uncertainty, discusses [...]

Introduction to Probability (edX)

Learn probability, an essential language and set of tools for understanding data, randomness, and uncertainty. Probability and statistics help to bring logic to a world replete with randomness and uncertainty. This course will give you tools needed to understand data, science, philosophy, engineering, economics, and finance. [...]

Mathematical Optimization for Engineers (edX)

Self Paced
Mathematical Optimization for Engineers (edX)
Course Auditing
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Learn the mathematical and computational basics for applying optimization successfully. Master the different formulations and the important concepts behind their solution methods. Learn to implement and solve optimization problems in Python through the practical exercises.

Financial Investment & Risk Management (Coursera)

All investors in the financial market including large invest companies and private investors face common challenges when they make asset allocation decisions: where to invest, how to fulfill their obligations and what risk to take. This course will help you to gain skills in making investment decisions in the [...]

Public Debt Dynamics under Uncertainty (edX)

This online course, presented jointly by the Institute for Capacity Development and the Fiscal Affairs Department, provides an overview of how to assess public debt dynamics under uncertainty. That is, the course discusses how to think about public debt projections when we acknowledge uncertainty about the key variables that [...]

Managing Uncertainty and Change (edX)

The course aims to equip learners with insights to effectively handle uncertainty and change. Facing the unknown and coping with uncertainties or change has been a natural and unavoidable part of life. Analysing the factors causing uncertainty helps control its impact.

Understanding and Communicating Risk (edX)

Learn how individuals perceive and understand risks and master the tools to communicate risk information effectively to help people make better decisions in the face of risks. This course provides an introduction to how people perceive and understand risks in their everyday lives and how to communicate risk information [...]

Decision-making and Risk: An Introduction (FutureLearn)

No sessions available
Decision-making and Risk: An Introduction (FutureLearn)
Course Auditing
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Effort
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Explore big ideas about decision-making and risk and learn about the decision-making process, with this course for professionals. Understand the decision-making process in a management context. How do we make decisions? How does our understanding of risk affect our decisions? Get answers to these questions and more, with this [...]
No sessions available
Course Auditing
59.00 EUR