Completed
- Project Introduction
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Classroom Contents
End-to-End Deep Learning Project: Kidney Disease Classification with MLflow, DVC, and Deployment
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- 1 - Introduction
- 2 - Project Introduction
- 3 - Github Repository Setup
- 4 - Project Template Creation
- 5 - Requirements Installation & Project Setup
- 6 - Logging, Exception & Utils Modules
- 7 - Project Workflows
- 8 - Data Ingestion Component
- 9 - Prepare Base Model Component
- 10 - Model Trainer Component
- 11 - Model Evaluation Component & MLflow Integration
- 12 - DVC Pipeline
- 13 - Prediction Pipeline & User App
- 14 - Dockerization & AWS CICD Deployment
- 15 - Conclusion
