Probability for Risk Management and Optimization

What you'll learn

Basic application oriented Probability concepts.
First step towards use of Probability concepts in Optimization.
Probability and sensitivity applied in Risk Management
Common source of conceptual mistakes related to Probability theory application.
To model the Probabilistic situations with greater ease.
Sharpen the learning without focusing on probability formulas.

Requirements

Nothing as such. Just a curious mind.

Description

Probability is a measure of uncertainty and we have to deal with it everywhere. Managing risk and optimizing system performance in uncertain situations are some of the major challenges faced by every professionals. This course discusses about probability and it's sensitivity to help in risk management. It also gets into some kind of modelling to gain important insight into queue optimization. There are several application oriented practice questions with solutions in this course.

This course starts with basic probability concepts and focusses on first principles to build understanding about permutation, combination and counting. It discusses about some of the most popular probability distributions with an objective of moving towards application of the concepts. One should be able to improvise on these concepts to take care of special needs.

It works on some of the important concepts related to probability where students generally go wrong such as probability with continuous variables and not equally likely outcomes.

This course is not a conventional probability course discussing about various laws of probability and formulas to calculate probability values. But, it tries to make you understand the nuances of probability concepts so that you can become more comfortable in applying them and avoiding some of the serious mistakes.


Who this course is for:

Those who wish to take advantage of probability concepts in their activities
Those who are excited about understanding nuances of Probability
Students studying Probability for any purpose
Students or professionals needing to learn probability concepts in risk management