Welcome to my collection of basic data science projects. This repository contains Python implementations of various machine learning models, along with their associated datasets and exploratory notebooks.
I am an AI student enthusiast preparing for IOAI (International Olympiad in Artificial Intelligence).
This repository serves as a portfolio of my learning journey and preparation for the competition.
The project is organized as follows:
projects/: Contains individual data science projects.bank-marketing/: A project analyzing bank marketing campaign data.house-price-prediction/: A project focused on predicting house prices using advanced regression techniques.
data/: Datasets for each project (located within project subfolders).notebooks/: Jupyter notebooks with model code and analysis.
- Language: Python 3.x
- Libraries: pandas, scikit-learn, numpy, matplotlib, seaborn
- Clone this repository.
- Install dependencies:
pip install -r requirements.txt
- Navigate to a project folder and open the Jupyter notebook to see the analysis and model.
Created with passion for AI and Data Science.