dmarinere / PredictingRossmanSales

A project where I try to predict sales of Pharmaceutical products across Rossman Stores

Predicting Rossman Sales

Pharmaceutical Sales prediction across multiple Rossmann Stores

Overview

Business Need

You work at Rossmann Pharmaceuticals as a data scientist. The finance team wants to forecast sales in all their stores across several cities six weeks ahead of time. Managers in individual stores rely on their years of experience as well as their personal judgement to forecast sales.

Goals

1. Do an exploratory data Analysis
2. Create a Pipeline for Data Cleaning
3. Build a model using Pipelines to would enable easier deployment
4. Deploy our model and predictions on a Dashboard

Links

Link to my Exploratory data Analysis using power BI

Link to dashboard