How to deploy machine learning model on aws instance

Question

I need help to write script to deploy custom model on aws instance and run it using an end point.

I have build a model and saved it as a pickle file.

I also have script to automatically create instances on aws using python

I need a help to write script on python,

1) To automatically create containers on aws instance.

2) To register the model and link it to the container which returns an end point.

Answer 1

Hi@karthik,

Here you can use Jenkins tool. Jenkins is a tool which automate your task in real time. You have to install plugins and create job accordingly. 

Hope this helps!

If you need to know more, It's recommended to join Machine Learning Course today.

Thank you!!