/MLOPS_Deep_Learning

A basic classification project to underscore the importance of production grade deployment lifecycle

Primary LanguageJupyter NotebookMIT LicenseMIT

MLOPS_Deep_Learning

A basic classification project to underscore the importance of production grade deployment lifecycle

Workflows

  1. Update config.yaml
  2. Update params.yaml
  3. Update the entity
  4. Update the configuration manager in src config/configuration.py
  5. Update the components
  6. Update the pipeline
  7. Update the main.py which is the driver file
  8. Update the dvc.yaml

How to run?

conda create -n chest python=3.10 -y
conda activate chest
pip install -r requirements.txt
python3 app.py