End-to-End Deep Learning Project: Kidney Disease Classification with MLflow, DVC, and Deployment
Krish Naik via YouTube
Overview
Syllabus
- Introduction
- Project Introduction
- Github Repository Setup
- Project Template Creation
- Requirements Installation & Project Setup
- Logging, Exception & Utils Modules
- Project Workflows
- Data Ingestion Component
- Prepare Base Model Component
- Model Trainer Component
- Model Evaluation Component & MLflow Integration
- DVC Pipeline
- Prediction Pipeline & User App
- Dockerization & AWS CICD Deployment
- Conclusion
Taught by
Krish Naik