A Hypothesis Testing Analysis of FC Barcelona's Season

Analyze Data with Python | Hypothesis Testing with Scipy

Analyze Data with Python

Case Studies and Projects in Machine Learning/EDA/DL

Examples of using the test statistics to test hypotheses

Embark on a journey of data-driven insights with our diabetes research project. Leveraging Python's pandas, matplotlib, and scikit-learn, we preprocess, visualize, and analyze 330 health features. Employing logistic regression, decision trees, KNN, and SVM, we predict diabetes with precision.

DL projects done in Python

Here I did an analysis of a survey taken on cell based meat and processed it using R to find correlations and make some assumptions on the data.

IU Lessons

Explore the Statistics Interview Preparation Guide! This GitHub repository offers a curated collection of interview questions and answers tailored for Data Scientists. Elevate your statistical knowledge, confidently navigate technical interviews, and prepare for success in the dynamic field of data science with a focus on statistical applications.

Header-only kalman filter implementation based on Eigen3 with chi-square test.

chi-square test within the Montana Library case study.

Lean Six Sigma with Python — Chi-Squared Test

More practical differentially private publication of key statistics in GWAS

A Project on Hypothesis Testing, Graph Plotting, and Regression Analysis in Higher Education.

Exploratory Data Analysis

Statistical Analysis of Insurance premium data

To A/B test the re-design of a button of the Montana State University Library website, I use chi-square tests and pairwise post-hoc comparisons in Python.

HHA507 / Data Science / Assignment 5 / Inferential Statistics

Dive deep into inferential statistics and understand its relevance in drawing conclusions from data. Apply statistical tests to derive insights and make decisions based on data samples.