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partial-derivatives-lab-data-science-intro-000

partial-derivatives-lab-ds-apply-000

plotly-basics-data-science-intro-000

plotly-lab-data-science-intro-000

plotting-data-lab-data-science-intro-000

plotting-data-lab-ds-apply-000

plotting-data-readme-data-science-intro-000

plotting-data-readme-ds-apply-000

pricing-diamonds

Predicted the prices of "Round" cut diamonds using multivariate linear regression models.

py-lists-with-maps-data-science-intro-000

python-defining-functions-readme-data-science-intro-000

python-dictionaries-lab-data-science-intro-000

python-dictionaries-lab-ds-apply-000

python-dictionaries-readme-data-science-intro-000

python-dictionaries-readme-ds-apply-000

python-for-loops-lab-data-science-intro-000

python-for-loops-lab-ds-apply-000

python-lists-lab-data-science-intro-000

python-lists-readme-data-science-intro-000

python-practice-with-datatypes-data-science-intro-000

python-scope-readme-data-science-intro-000

python-variables-lab-data-science-intro-000

python-variables-readme-data-science-intro-000

rules-for-derivatives-lab-data-science-intro-000

rules-for-derivatives-lab-ds-apply-000

sigma-notation-data-science-intro-000

single-variable-regression-data-science-intro-000

single-variable-regression-lab-data-science-intro-000

statistical-analysis-of-northwind-database

Performed various hypothesis testing to answer questions regarding statistical significance using the Northwind database. Used SQLAlchemy and Python to query and examine the data from the Northwind database in order to perform statistical analysis. Goal was to answer if discounts have a statistically significant effect on the number of products customers order by conducting hypothesis testing.

stock-analysis

Predicted and analyzed future stock prices using Monte Carlo simulations. Used pandas-datareader package to scrape historical stock prices of various companies. Calculated CAGR and Annualized Volatility to be fed into a Monte Carlo simulation.