This github repository contains mini and capstone projects that I performed in the data science career intensive track of Springboard. As I advance in the course I will add and update projects.
This folder contains all the materials (code+data+slide decks) for my first capstone project.
This folder contains all the mini projects I performed. These include:
- data_wrangling_json: getting familiar with python packages for dealing with JSON
- ModeSqlABCaseStudy.pdf: A/B test analysis with mode SQL
- human_temp: analayzing a dataset of human body temperatures and applying hypothesis testing, confidence intervals, and statistical significance
- racial_disc: examining the racial discrimination in the US job market through statistical analysis (hypothesis testing, confidence intervals, p-values)
- linear_regression: performing linear regression analysis on the Boston housing price dataset
- Logistic_regression: performing logistic regression on a dataset of heights and weights
- naives_Bayes: basic text classification with Naive Bayes
- clustering: customer segmentation based on a wine purchase transaction dataset