- 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
-
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This repository consists of sample implentation of stastical concepts required for machine learning. Selective Hackerrank problems are solved in respective jupyter notebook for each concept.
deshmukhps95/ml-statistics
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This repository consists of sample implentation of stastical concepts required for machine learning. Selective Hackerrank problems are solved in respective jupyter notebook for each concept.