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Hands-On Serverless Deep Learning with TensorFlow and AWS Lambda by Rustem Feyzkhanov

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Deploying TensorFlow on AWS Lambda using the pre-existing pack

In this section, we will learn to deploy TensorFlow on AWS Lambda using the pre-existing pack. In the project files, we have model files that are also known as the model itself and files that enable us to translate model response through labels. In Inception folder and Lambda package, which is also known as the code and libraries in lambdapack folder.

To run the code, we need to do the following:

  • We'll create S3 bucket where we will keep the model and upload the model itself
  • Then,we'll modify code for the specific bucket and add the created bucket name
  • Lastly, we can package it and upload to add the AWS Lambda

Now, we will create S3 bucket using the AWS Console and upload files ...

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