Chicken Disease Classification

1. Intorduction & Github Repository Setup
2. Project Template creation
3. Project Setup & Requirements Installation
4. Logging, Utils & Exception Module
5. Project Workflows
6. All Components Notebook Experiment
7. All Components Module Code Implementation
8. Training Pipeline
9. DVC (MLOps Tool) - For Pipeline Tracking & Implementation
10. Prediction Pipeline & User Application
11. Docker
12. Final CI/CD Deployment on AWS and Azure

Workflow

1. Update config.yaml
2. Update secrets.yaml [optional]
3. Update params.yaml
4. Update the entity
5. Update the configuration manager in src config
6. Update the components
7. update the pipeline
8. update the main.py
9. update the dvc.yaml