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The API Gateway is an endpoint that terminates HTTPS traffic, provides request cacheing, provides routing access to your secured systems (i.e. lambda, RDS, EC2), as well as some other nice things. You'll never use it on its own and you likely don't need to worry about it unless the service you're making requires is somewhere.
Further Reading
Please read the AWS overview and features of API Gateway.