There are a whole lot of frameworks out there to build API's
Some of the popular ones are
You absolutely don't need to learn all the frameworks you just have to learn one and make a whole lot of projects in order to get the right practice
We personally use express you can use any one of the many options available
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Understanding machine learning models
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A qualified full stack developer should have functional knowledge and capabilities for all aspects involved in building the application.
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