Topic
| Sub-topic
|
Introduction
| - Data Analysis
- Data Analytics in Wealth Management
- Basic Concepts
|
Time Value of Money
| - Overview of Time Value of Money
- Calculating Simple Interest
- Calculating Compound Interest
- Future Value
- Future Value of Annuities
- Present Value
- Present Value of Annuities
|
Central Tendency
| - What is Central tendency of data?
- Mean
- Median
- Mode
|
Dispersion, Skewness and Kurtosis
| - Measures of Dispersion
- Range
- Variance
- Standard Deviation
- Calculate Variance and Standard Deviation
- Chebyshev’s Inequality Theorem
- Co-efficient of Variation
- Covariance
- Correlation
- Regression
- Skewness
- Measuring Skewness
- Kurtosis
|
Probability Distribution
| - What is Probability
- Overview of Probability Distribution
- Discrete and Continuous Random Variable
- Probability Distribution Function for Continuous Random Variables
- Types of Probability Distributions
- Standard Normal Distribution
|