iterative / workshop-uncool-mlops

Accompanies the uncool MLOps workshop

workshop-uncool-mlops

• ⭐ -> https://github.com/iterative/dvc
• ⭐ -> https://github.com/iterative/dvclive
• ⭐ -> https://github.com/iterative/cml
• ⭐ -> https://github.com/huggingface/transformers

Before we start

• Fork this repo https://github.com/iterative/workshop-uncool-mlops

• Clone your fork.

• Intall:

$ python -m venv .venv
$ source .venv/bin/activate
$ python -m pip install --upgrade pip
$ pip install wheel
$ pip install -r requirements.txt

• Create a GitHub personal access token

$ export GITHUB_TOKEN={YOUR_GITHUB_TOKEN}

Current status

1. Local Reproducibility

Workshop

2. Shared Reproducibility

3. Online Reproducibility

4. Deployment

5. Automation