News

The August 2021 edition of IndyPy — Indiana’s largest Python meetup founded in 2007 by Six Feet Up CTO and Amazon Web Services (AWS) Community Hero, Calvin Hendryx-Parker — featured a live demo about “Deploying a Machine Learning (ML) model using Serverless.”

Speaker Suman Debnath, a Principal Developer Advocate at AWS, hosted an engaging presentation and discussion about deploying multiple ML models using AWS Lambda, Amazon Elastic File System (EFS), API Gateway and AWS Serverless Application Model (SAM).

Read our live Twitter thread, and check out Suman’s GitHub for a deeper dive.

Watch the presentation:

Links and Resources:

• AWS services mentioned:some text
  • AWS Lambda: https://aws.amazon.com/lambda/
  • Amazon Elastic File System (EFS): https://aws.amazon.com/efs/
  • Amazon API Gateway: https://aws.amazon.com/api-gateway/
  • AWS Serverless Application Model (SAM): https://aws.amazon.com/serverless/sam/
  • AWS Cloud9: https://aws.amazon.com/cloud9/
• AWS’ support of Docker documentation: https://aws.amazon.com/docker/
• How to write a Python Lambda function: https://www.w3schools.com/python/python_lambda.asp
• EasyOCR documentation: https://github.com/JaidedAI/EasyOCR