Pharmaceutical-Sales-prediction

Table of content

Pharmaceutical-Sales-prediction

• Overview
• MLOps Design
• Installation
• Data
• Project Structure
  • Notebooks
  • Data
• Contact

Overview

Rossmann Pharmaceuticals is an pharmaceuticals company that has multiple stores across several cities.Their finance team wants to forecast sales in all their stores across several cities six weeks ahead of time.The data team identified factors such as promotions, competition, school and state holidays, seasonality, and locality as necessary for predicting the sales.The task is to build and serve an end-to-end product that delivers this prediction to analysts in the finance team.

MLOps Design

Installation

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

Data

Data source For this Project was given as sampled Pharmaceutical-Sales-prediction data.

Project Structure

Notebooks

This folder holds the nooteboks used to process and visualize the data

• Data exploration and Preprocessing - holds Data Exploratory and visualizations

Data

This folder holds the data of the project

• Global preprocessed data

Contact

Zelalem Shiferaw - [email protected]