General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

General statistics and mathematical concept notebooks in Python

This R Studio Markdown aims to analyze data from 2020 of FBI's Hate Crime Statistics with various key parameters as control variables and defend hypotheses about hate crimes and bias motivation.

In this project for Springboard, a dataset of human body temperatures is analyzed and the concepts of hypothesis testing, confidence intervals, and statistical significance are explored.

A/B tests are very commonly performed by data analysts and data scientists. It is important that you get some practice working with the difficulties of these. For this project, you will be working to understand the results of an A/B test run by an e-commerce website. Your goal is to work through this notebook to help the company understand if th…

There are teaching notes that I created in Jupyter notebook to teach statistics for Data science

A hub that contains notebooks that perform elementary descriptive statistics of populations and samples and demonstrates 3 hypothesis tests- Welch t-test, Correlation, and Chi-square test. It shows how to run them in python and understand the results