Our great sponsors
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fake-s3
Discontinued A lightweight server clone of Amazon S3 that simulates most of the commands supported by S3 with minimal dependencies
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software-dev-for-mlops-101
Set up your local environment to do some real Machine Learning Operations software development, just like pro MLOps practitioners.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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20220726_Databricks_Demo_Transfer_Learning_with_MLflow
We will go hands-on with an image classification demo using transfer learning, while leveraging MLflow to track our model experiments on Databricks
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Depending on how familiar you are with Git and CLI, you may not want to go straight to an IDE like VSCode, and use a simpler setup like this.
At FourthBrain we've recently been hosting a number of public events that try to help guide you step-by-step with code along the path of best practices in MLOps, including one with Hugging Face on end-to-end MLOps (GitLab code here) and one with Databricks on model version control with MLflow (GitHub code here).
At FourthBrain we've recently been hosting a number of public events that try to help guide you step-by-step with code along the path of best practices in MLOps, including one with Hugging Face on end-to-end MLOps (GitLab code here) and one with Databricks on model version control with MLflow (GitHub code here).
PS... +1 on Made With ML, the Hugging Face course is great, and I've heard to a ton of good things about MLOps Zoomcamp
PS... +1 on Made With ML, the Hugging Face course is great, and I've heard to a ton of good things about MLOps Zoomcamp