• Overall
    • Content
  1. Deploy TensorFlow Model on AWS with EC2 and Docker

Deploy TensorFlow Model on AWS with EC2 and Docker

Overall

In this lab, you’ll learn how to deploy a TensorFlow model on AWS with services such as VPC, EC2, etc. and Docker.

Application Architecture Application Architecture

Content

  1. VPC in AWS
  2. Establish EC2 Server
  3. Create Model Storage with S3
  4. Build Server with Docker
  5. Clean up
AWS-Logo_White-Color
  • Home
  • 1. VPC in AWS
    • 1.1 VPC
    • 1.2 Subnet
    • 1.3 Route Table
    • 1.4 Security Group
    • 1.5 Internet Gateway
  • 2. Establish EC2 Server
  • 3. Create Model Storage with S3
    • 3.1 Create Gateway Endpoint
    • 3.2 Upload Model to S3
  • 4. Build Server with Docker
    • 4.1 Test Connection
    • 4.2 Serving with Docker
    • 4.3 Making Inference
  • 5. Clean Up
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