Skip to content

Latest commit

 

History

History
executable file
·
99 lines (65 loc) · 4.86 KB

README.md

File metadata and controls

executable file
·
99 lines (65 loc) · 4.86 KB

mlops-rnd

Evaluation codes to design quick win MLOps architecture with open sources. All codes are tested on ml-workspace and Visual Studio Code. GCP is used for the evaluation.

Evaluation Candidates

MLOps Design Pattern

EDA / Feature Engineering

Train

Evaluation/Test/Hyperparameter Tuning

Model Management

Data/Notebook Versioning

Pipeline build-up/Templating

Model Serving

CI/CD/CT

Monitoring & Feedback

GPU Clustering

Backlog

Dataset for Research

Dataset candidates
Merlin training with criteo dataset
Retail data
MLOps based dataset

### etc