Welcome to my GitHub portfolio! This repository serves as a showcase of my data science projects and demonstrates my skills, experience, and interests in the field of data science. Below, you will find a brief description of each project along with links to their respective repositories and any additional information you may need to explore them further. These projects contain statistical/programming languages such as Python, and R, along with visualization and ML software such as Tableau, Shinyapp, and BigML.
Python/R Project 1: Analyzing Pandemic Response Strategies for Future Prevention:
Python Code for Pre-processing/Feature Selection Link: https://github.com/ankitgb/AnkitPortfolio/blob/main/PythonRProject1%20-%20Pre-processing%20and%20Feature%20Selection.ipynb
Python Code for Cox Proportional Hazard Model/SHAPley Link: https://github.com/ankitgb/AnkitPortfolio/blob/main/PythonRProject1%20-%20Cox%20Proportional%20Hazard%20%26%20SHAPley.ipynb
R Code for Logistic Regression Model Link: https://github.com/ankitgb/AnkitPortfolio/blob/main/PythonRProject1%20-%20Logistic%20Regression%20Model.R
Full Analysis Link: https://github.com/ankitgb/AnkitPortfolio/blob/main/PythonRProject1%20-%20Analysis.pdf
NLP Python Project 1: Identifying Jobs Impacted by AI:
Python Code for NLP Analysis Link: https://github.com/ankitgb/AnkitPortfolio/blob/main/NLP%20Python%20Project%201%20-%20Code.ipynb
Full Analysis Link: https://github.com/ankitgb/AnkitPortfolio/blob/main/NLP%20Python%20Project%201%20-%20Analysis.pdf
SQL/Tableau Project 1: Finding the Next Generation of Tennis Superstars:
SQL DDL Link: https://github.com/ankitgb/AnkitPortfolio/blob/main/SQL%26TableauProject1DDL.sql
SQL DML Link: https://github.com/ankitgb/AnkitPortfolio/blob/main/SQL%26TableauProject1DML.sql
SQL Queries Link: https://github.com/ankitgb/AnkitPortfolio/blob/main/SQL%26TableauProject1Queries.sql
Full Analysis Link: https://github.com/ankitgb/AnkitPortfolio/blob/main/SQL%26TableauProject1Analysis.pdf
Python Project 1: Movie Budget/Gross Revenue Exploratory Data Analysis (Correlation Testing):
Python/Tableau Project 2: McDonald's Case Study Exploratory Data Analysis on Promotions effect on profit/foot traffic:
EDA Link: https://github.com/ankitgb/PortfolioProjects/blob/main/McDonalds%20EDA.ipynb
Full Tableau/PP Link: https://github.com/ankitgb/PortfolioProjects/blob/main/PythonTableauProject2%20-%20McDonald's%20Case%20Study.pptx
Python/Tableau Project 3: Fitness Center Case Study Exploratory Data Analysis to Reduce Customer Churn:
EDA Link: (https://github.com/ankitgb/PortfolioProjects/blob/main/Fitness%20Case%20EDA.ipynb)
Tableau/PP Link:(https://github.com/ankitgb/PortfolioProjects/blob/main/PythonTableauProject3%20-%20FitnessCaseStudy.pdf)
Python/Tableau Project 4: Verizon Case Study Exploratory Data Analysis to Reduce Customer Defaulting on Payments:
EDA LINK: https://github.com/ankitgb/PortfolioProjects/blob/main/VerizonCaseEDA.ipynb
Tableau/PP LINK: https://github.com/ankitgb/PortfolioProjects/blob/main/PythonTableauProject4%20-%20VerizonCaseStudy%20.pdf
Python Project 5: Forecasting Customer Churn in Banking Sector:
Modeling Code Link: https://github.com/ankitgb/AnkitPortfolio/blob/main/PythonProject5%20-%20Churn%20Code.ipynb
Full Analysis Link: https://github.com/ankitgb/AnkitPortfolio/blob/main/PythonProject5%20-%20Analysis.pdf
Rstudio Project 1: Linear Regression Analysis (EDA) of the Effect of Alcohol Consumption on Life Expectancy and whether the effect is different based on the country's developmental status:
(https://github.com/ankitgb/PortfolioProjects/blob/main/RProject1%20-%20EDA.pdf)
RStudio Project 2: COVID-19 Global Trends:
Shinyapps link: https://ankitgg.shinyapps.io/info-201-final-deliverable-4709ab/ All code in Portfolio for ui, charts, and server in shinyapp above are designated under RProject2.
SQL/PowerBI Project 2: Analyzing Apple Stock Revenue Over the History of the Company:
(https://github.com/ankitgb/PortfolioProjects/blob/main/SQL%26PowerBIProject1.pdf)
Big ML/Random Forest Project 1: Predicting Crime Type in Chicago: