Data Science Workflows

Data Science Workflow

Setup Your Environment

What is Open Data Hub?
Deploy Jupyter Lab or Notebooks easily with Operate First
Remote Data Storage
Set Up AICoE Continuous Integration (CI)

Develop + Collaborate

AICoE-CI and Thoth tools for data science
How to Contribute
Creating Automated Model Workflows
Experiment tracking using Kubeflow Pipelines
How to create a JupyterHub image and deploy it on ODH
How to Meteorize the repository
How to visualize data using Trino and Superset

Serving + Monitoring

How to Monitor JupyterHub workloads using Grafana dashboards
Deploy models on OpenShift using Seldon Server
Deploying Custom Model Server with Seldon

Project Organization + Structure

Getting Started With an OPF Data Science Project
How to Structure a Data Science Project: The Operate First Way!
Project Outline Template
How To Create Project Boards and Use Issues

Powered by Jupyter Book

How to visualize data using Trino and Superset¶

previous

How to Meteorize the repository

next

How to Monitor JupyterHub workloads using Grafana dashboards

By AIOps
© Copyright 2021.