Gita Praspa's Projects
As a data science student, this is my first project. Create a simple application to access a company's employee database. This application implements fundamental Python programming functions such as data collection, conditional statements, looping, the def function, and several others.
Config files for my GitHub profile.
Access and modify HR datasets using SQL, data manipulation, visualization, and statistics using python. Then create stories and present insights from the analysis based on the business needs and problems of the company.
Create a machine learning model to predict the price of a used car in Saudi Arabia. The model include data analysis & machine learning (supervised Regression, feature selection, hyperparameter tuning, etc.). The best model produced is XGBoost which achieved a MAPE of 19%.