Week - 1 |
Different approaches to probability |
Week - 2 |
Random experiment, sample point, sample sapces and events |
Week - 3 |
Conditional probability |
Week - 4 |
Independent events |
Week - 5 |
Bayes theorem |
Week - 6 |
Applications |
Week - 7 |
Random variables, discrete-continuous random variables |
Week - 8 |
The distributions of discrete and continuous random variables |
Week - 9 |
The expectation and variance of random variables |
Week - 10 |
Moments of random variables |
Week - 11 |
The skewness and kurtosis of the distribution |
Week - 12 |
Chebyshev inequality, application of this inequality |
Week - 13 |
Moment generating functions of random variables |
Week - 14 |
Applications |