Random Variable, Probability,Expectation,Moment and Moment Generating function.
In this course, You will be going to learn Random Variable, Types of Random variable, Expectation, Variance, Standard Deviation, Moment and Moment generating function with respect to Discrete and Continous Random variable. This course will build a strong foundation probability and statistics. In this course, all types of problems are systematically organized and solve with clear crystal explanation.
What you’ll learn
- Random Variables , Probability, Expectation, Moments and Moment generating function.
Course Content
- Introduction and Basics –> 3 lectures • 9min.
- Probability in Discrete Random Variable –> 5 lectures • 17min.
- Probability Computation in Discrete Random Variable [Exercise-1] –> 14 lectures • 1hr 23min.
- Probability Computation in Continuous Random Variable [Exercise-2] –> 16 lectures • 1hr 35min.
- Expectation –> 3 lectures • 8min.
- Exercise-1 [calculation of expectation] –> 16 lectures • 1hr 18min.
- Moment and Moment Generating Function –> 8 lectures • 23min.
- Exercise-2 [Calculation of Moment and MGF] –> 11 lectures • 1hr 11min.
Requirements
In this course, You will be going to learn Random Variable, Types of Random variable, Expectation, Variance, Standard Deviation, Moment and Moment generating function with respect to Discrete and Continous Random variable. This course will build a strong foundation probability and statistics. In this course, all types of problems are systematically organized and solve with clear crystal explanation.