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MLOps Tutorial Series
How to create an automatic model training & testing setup using GitHub Actions and Continuous Machine Learning (CML).
ci-cd ml-ops production github-actions
GitHub Actions & Machine Learning Workflows with Hamel Husain
In this talk, Hamel will provide a brief tutorial on GitHub Actions, and will show you how you can use this new tool to automate your ML workflows.
github-actions machine-learning workflows video
PyCaret
An open source, low-code machine learning library in Python.
automl pycaret preprocessing code
Safe Space - Github Action
Github action that checks the toxicity level of comments and PR reviews to help make repos safe spaces.
tensorflow-js sentiment-analysis toxicity github-actions
Using GitHub Actions for MLOps & Data Science
A collection of resources on how to facilitate Machine Learning Ops with GitHub.
github ml-ops production github-actions
Fastpages
An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
fastpages github-actions fastai blogging
How to Set Up Continuous Integration for Machine Learning
How to Set Up Continuous Integration for Machine Learning with Github Actions and Neptune: Step by Step Guide.
ci-cd deep-learning experiment-tracking code
R.U.Stoked
NLP (Sentiment Analysis) project to demonstrate a pipeline of data from the very first stage of data collection through ML model deployment.
natural-language-processing sentiment-analysis machine-learning docker
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