Source: towardsdatascience.com
Deploy Machine Learning Applications using ChefCategory: Deployment, github, ansible, puppet, machine-learning
As a Data Scientist, you might have encountered dependency issues, lack of familiarity with environments, or how to configure your infrastructure and version issues with tools like TensorFlow. Let me explain to you the steps and tools which we use right from the basics.
It is not so difficult you see, we again have a lot of tools to implement SCM few of which are Ansible, Puppet, Juju, SaltStack, and Chef. In our application, Chef is being used, so let’s get going and learn the story of Chef!
Hopefully, I could give you a clear idea about Chef and its purpose in the successful deployment of an ML model.
It is not so difficult you see, we again have a lot of tools to implement SCM few of which are Ansible, Puppet, Juju, SaltStack, and Chef. In our application, Chef is being used, so let’s get going and learn the story of Chef!
Hopefully, I could give you a clear idea about Chef and its purpose in the successful deployment of an ML model.
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