Modelling-In-Operations-Management

1) Project 1:Retail Sector

Report: https://github.com/abhashpanwar/Modelling-In-Operations-Management/blob/master/Project_1_Retail_Sector/Docs/Sales%20Forecasting%20Report.pdf

├── DATA
│    ├── rossmann-store-sales-dataset/train.csv
│    ├── rossmann-store-sales-dataset/store .csv
│    ├── missing_value_handled.csv
│    ├── feature_engineering.csv
├── Notebook
│    ├── EDA
│    │   ├── EDA.ipynb
│    │   └── EDA2.ipynb
│    ├── Handling_Null_Values.ipynb
|    ├── Feature_Engineering.ipynb
|    ├── Model_implimentation.ipynb
|    ├── Model_TS.ipynb
|    ├── config.py

The dataset source as Follows :

https://www.kaggle.com/c/rossmann-store-sales

The paper we are following :

• Ali Fallah Tehrani and Diane Ahrens, "Improved Forecasting and Purchasing of Fashion Products based on the Use of Big Data Techniques"
• A.L.D. Loureiro "Exploring the use of deep neural networks for sales forecasting in fashion retail"