Statistical concepts required for Machine Learning with hackerrank Problems and Solutions

Topics Covered

- Measure of Central Tendancy : Mean, Median and Mode
    - Defintion 
    - Merits
    - Demerits
    - Hackerrank problem and solution for practice.
    
- Measure of Dispersion: Variance and Standard Deviation
    - Definition
    - Significance
    - Pitfalls
    - Hackerrank problem and solution for practice
    
- Quartiles and Inter Quartile Range
    - Quartiles
    - IQR
    - Hackerrank problem and solution for practice
    
- Ourlier Detection
    - Significance of Outliers
    - Outlier Detection using IQR