In this chapter, we will learn about the architecture of deploying TensorFlow with AWS, and we will deploy TensorFlow on AWS Lambda using the pre-existing pack and the serverless framework.We will also look into the various general issues with deploying the various Python frameworks on AWS Lambda and then cover all of the solutions to the same issues.
We will cover the following topics:
- Architecture of deploying TensorFlow with AWS Lambda
- General issues with deploying Python frameworks on AWS Lambda
- Deploying TensorFlow on AWS Lambda using pre-existing pack
- Deploying TensorFlow using a serverless framework