07. Deployment and Technical Implementation

API Documentation

• Endpoints
• Request/response formats
• Usage examples

Instructions for running the Docker container

1. Clone the Repository.

git clone "https://github.com/nltyh/DSA3101-Project.git"

2. Ensure that the folder follows the same structure below:

.
├── customer_behaviour (Subgroup Q1)
│   ├── templates
│   │   └── index.html
│   ├── Customer Retention Analysis.ipynb
│   ├── CustomerPrep.ipynb
│   ├── Messages Table Schema.md
│   ├── QA1 EDA.ipynb
│   ├── QA1b.ipynb
│   ├── QA1bv2.ipynb
│   ├── Readme.md
│   ├── SyntheticAB.ipynb
│   ├── campaigns_clean.py
│   ├── clean_filtered_messages.py
│   ├── create_messages_database.py
│   ├── customer_segmentation_model.py
│   ├── initial_explore_customer_profile.py
│   ├── messages2.py
│   ├── messages_filter.py
│   ├── app.py
│   └── requirements.txt   
├── inventory_management (Subgroup Q2)
│   ├── Demand Forecasting.ipynb
│   ├── Analyzing PED.ipynb
│   ├── Dynamic Pricing Model.ipynb
│   ├── Demand_Forecasting_Model.ipynb
│   ├── PricingModel.pkl
│   ├── Generating Products, Orders, Suppliers Table.ipynb
│   ├── Products EDA.ipynb
│   └── Supply_Chain.ipynb
├── Customer_Review_Analysis (Bonus Questions)
│   ├── NLP_Customer_reviews.ipynb
│   ├── Intelligent_Customer_Review_Analysis.py
│   └── Customer_Reviews.py
├── Demand Forecasting and Inventory Algorithm
├── Dockerfile
├── README.md
└── docker-compose.yml

Monitoring and maintenance considerations