Statistical Averages : Course in Statistics for Data Science

Learn concept of Mean, Variance, Skewness, Kurtosis useful for Machine Learning, Neural Network and Business Analysis.

What Will I Learn?

• Measures of Central Tendency (Mean, Median, Mode, Geometric Mean and Harmonic Mean)
• Mathematical Expectations and Moments
• Measures of Dispersion (Quartile Deviation, Mean Deviation, Standard Deviation and Variance)
• Skewness
• Kurtosis
• Expected Values of Two-Dimensional Random Variables

Requirements

• Knowledge of Applied Probability
• Knowledge of Random Variable and Probability Distribution
• Knowledge of Calculus
• Knowledge of Functions

Take this course