https://github.com/iterative/workshop-uncool-mlops
Accompanies the uncool MLOps workshop
https://github.com/iterative/workshop-uncool-mlops
dvc workshop
Last synced: 11 months ago
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Accompanies the uncool MLOps workshop
- Host: GitHub
- URL: https://github.com/iterative/workshop-uncool-mlops
- Owner: iterative
- Created: 2022-02-23T17:58:00.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2022-06-28T16:00:29.000Z (almost 4 years ago)
- Last Synced: 2025-07-10T22:28:51.951Z (11 months ago)
- Topics: dvc, workshop
- Language: Python
- Homepage:
- Size: 1.91 MB
- Stars: 26
- Watchers: 4
- Forks: 65
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# workshop-uncool-mlops
- :star: -> https://github.com/iterative/dvc
- :star: -> https://github.com/iterative/dvclive
- :star: -> https://github.com/iterative/cml
- :star: -> https://github.com/huggingface/transformers
# Before we start
- Fork this repo https://github.com/iterative/workshop-uncool-mlops
- Clone **your fork**.
- Intall:
```console
$ 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](https://docs.github.com/en/authentication/keeping-your-account-and-data-secure/creating-a-personal-access-token)
```console
$ export GITHUB_TOKEN={YOUR_GITHUB_TOKEN}
```
# Current status
1. [Local Reproducibility](./docs/1-local-reproducibility.md)
# Workshop
2. [Shared Reproducibility](./docs/2-shared-reproducibility.md)
3. [Online Reproducibility](./docs/3-online-reproducibility.md)
4. [Deployment](./docs/4-deployment.md)
5. [Automation](./docs/5-automation.md)