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Statistics

DataScience

Python

Statistics

What are standarization and normalization? Test with iris data set in Scikit-learn

Standarization and normalization are essential techniques to apply your data set before using classifiers in some cases. I tested both with iris data set.

Python

Statistics

3 ways to do test of normality with Scipy library in Python

This is the rough guide how to do test of normality for dataset by leveraging Scipy library. I used probplot, the Shapiro-Wilk test and skewness, kurtosis.

Crypto

DataScience

Python

Coefficient of variation to compare your crypto assets

This guide shows how to obtain crypto data via CoinGecko API and calculate the coefficient of variation that is a statistical measure of the dispersion of data points.

Container

DataScience

A World of Causal Inference with EconML by Microsoft Research

Overview of causal inference and RCT in a nutshell. Starting from RCT and various techniques that have been developed in causal inference. Introduced EconML.