Stochastic Processes

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Mathematical Methods for Quantitative Finance (edX)

Jun 26th 2024
Mathematical Methods for Quantitative Finance (edX)
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Learn the mathematical foundations essential for financial engineering and quantitative finance: linear algebra, optimization, probability, stochastic processes, statistics, and applied computational techniques in R. Modern finance is the science of decision making in an uncertain world, and its language is mathematics. As part of the MicroMasters® Program in Finance, [...]

Quantitative Model Checking (Coursera)

Mar 25th 2024
Quantitative Model Checking (Coursera)
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The integration of ICT (information and communications technology) in different applications is rapidly increasing in e.g. Embedded and Cyber physical systems, Communication protocols and Transportation systems. Hence, their reliability and dependability increasingly depends on software. Defects can be fatal and extremely costly (with regards to mass-production of products and [...]

Interest Rate Models (Coursera)

This course gives you an easy introduction to interest rates and related contracts. These include the LIBOR, bonds, forward rate agreements, swaps, interest rate futures, caps, floors, and swaptions. We will learn how to apply the basic tools duration and convexity for managing the interest rate risk of a [...]

Advanced statistical physics (edX)

We explore statistical physics in both classical and open quantum systems. Additionally, we will cover probabilistic data analysis that is extremely useful in many applications. This course covers non-equilibrium statistical processes and the treatment of fluctuation dissipation relations by Einstein, Boltzmann and Kubo. Moreover, the fundamentals of Markov processes, [...]

Stochastic processes (Coursera)

The purpose of this course is to equip students with theoretical knowledge and practical skills, which are necessary for the analysis of stochastic dynamical systems in economics, engineering and other fields.

Stochastic Processes: Data Analysis and Computer Simulation (edX)

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Stochastic Processes: Data Analysis and Computer Simulation (edX)
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The course deals with how to simulate and analyze stochastic processes, in particular the dynamics of small particles diffusing in a fluid. The motion of falling leaves or small particles diffusing in a fluid is highly stochastic in nature. Therefore, such motions must be modeled as stochastic processes, for [...]

Cavity Quantum Optomechanics (edX)

Fundamentals of optomechanics. Basic principles, recent developments and applications. Optomechanics is the study of the interaction between light and mechanical systems which can result in the manipulation of the state of both light and the mechanics. The nature of this interaction gives rise to a wide range of applications [...]