Week | Topics | Study Materials | Materials |
1 |
Definitions of the Concept of Probability
|
|
|
2 |
Conditional Probability and Bayes Theorem
|
|
|
3 |
Random Variables and Probability Distributions, Discrete and Continuous Variables
|
|
|
4 |
Expected Value, Variance, Standard Deviation, Specific Probability Distributions
|
|
|
5 |
Normal Distribution and Exponential Distribution from Continuous Distributions
|
|
|
6 |
Bernoulli Distribution and Binomial Distribution from Discrete Distributions
|
|
|
7 |
Hypergeometric Distribution and Poisson Distribution from Discrete Distributions
|
|
|
8 |
Definitions of the Concept of Statistics
|
|
|
9 |
Arithmetic Mean, Geometric Mean, Logarithmic Mean, Harmonic Mean
|
|
|
10 |
Square Mean, Mean Absolute Deviation, Coefficient of Variation and Range
|
|
|
11 |
Evaluation of 10th and 11th Week Topics in Case of Classification and Non-Classification of Data
|
|
|
12 |
Mode, Means and Quartiles
|
|
|
13 |
Asymmetry/Symmetry and Kurtosis/Pointedness Measures, Moment, Regression, Correlation
|
|
|
14 |
Pareto and Lorenz Curve as Agglomeration Criteria - Indexes
|
|
|