At the end of this course, the student will learn:

• the fundamentals of parameter estimation and inverse problems methodology
• uncertainty, ill-posedness, regularisation, bias and resolution
• to solve problems from various fields of applications, e.g., engineering, financial mathematics, economics, actuarial sciences, the environmental sector, operational Research, computational biology and social sciences.