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Pharmaceutical-Sales-Prediction

Table of contents

  • Overview
  • Requirements
  • Install
  • Repository Structure
  • Contrbutors

Overview

The aim of this project is pharmaceutical sales prediction across multiple stores using machine learning and deep learning. This project includes the following sub-tasks.

  • Exploration of customer purchasing behavior.
  • Prediction of store sales.
  • Serving predictions on a web interface

Requirements

Python

Pip

Pandas

Sklearn

Mlflow

DVC

Install

1.Install the project

git clone https://github.com/gedionabebe/Pharmaceutical-Sales-Prediction.git
cd Pharmaceutical-Sales-Prediction
pip install -r requirements.txt

Repository Structure

├── .github/workflows(Github actions)
│   
├── data(Project data)
│   
├── log(Log file)
│
├── notebooks(Jupyter notebooks)
│
├── mlflow_screenshots & Dashboard screenshots(screenshots)
│
├── scripts(Python code)
│
├── tests(Unit tests)
│
├── README.md(Project information)
│
├── requirements.txt(Porject requirements)

Contrbutors

  • Gedion Abebe