Deploying a Machine Learning Model to AWS Lambda
-
Posted by
Jan Giacomelli
- Last updated on
Shows how to deploy a machine learning model to AWS Lambda.
Description
Amazon Web Services (AWS) is a cloud services platform, offering Infrastructure as a Service (IaaS) and Platform as a Service (PaaS) solutions to help businesses scale and grow:
- Compute (EC2, Elastic Beanstalk, Lambda, ECS, and Fargate)
- Storage (S3)
- Database (RDS, DynamoDB, and Redshift)
- Analytics (Athena and Kinesis)
- Application (SQS and MQ)
- DevOps (CodePipeline, CodeBuild, and CodeDeploy)
The tutorials and articles on TestDriven.io teach how to utilize various AWS services to deploy and scale web applications.
Latest Posts (13)
Deploying Django to AWS with Docker and Let's Encrypt
-
Posted by
Jan Giacomelli
- Last updated on
Deploy a Django app to AWS EC2 with Docker and Let's Encrypt.
Continuously Deploying Django to AWS EC2 with Docker and GitLab
-
Posted by
Michael Herman
- Last updated on
Configure GitLab CI to continuously deploy a Django and Docker application to AWS EC2.
Serving Static Files from Flask with WhiteNoise and Amazon CloudFront
-
Posted by
Michael Herman
- Last updated on
This tutorial shows how to manage static files with Flask, WhiteNoise, and Amazon CloudFront.
Storing Django Static and Media Files on Amazon S3
-
Posted by
Michael Herman
- Last updated on
Configure Django to load and serve up static and media files, public and private, via an Amazon S3 bucket.
Setting up a Private PyPI Server
-
Posted by
Michael Herman
- Last updated on
Set up your own private PyPI server with pypiserver and Docker.
Deploying a FastAPI Application to Elastic Beanstalk
-
Posted by
Nik Tomazic
- Last updated on
Deploy a FastAPI Application to AWS Elastic Beanstalk.
Deploying a Flask Application to Elastic Beanstalk
-
Posted by
Nik Tomazic
- Last updated on
Deploy a Flask Application to AWS Elastic Beanstalk.
Deploying a Django Application to Elastic Beanstalk
-
Posted by
Nik Tomazic
- Last updated on
Deploy a Django Application to AWS Elastic Beanstalk.
Deploying Django to AWS ECS with Terraform
-
Posted by
Michael Herman
- Last updated on
Deploy a Django app to AWS ECS with Terraform.
Sending Confirmation Emails with Flask, Redis Queue, and Amazon SES
-
Posted by
Michael Herman
- Last updated on
Send confirmation emails to newly registered users with Flask, Redis Queue, and Amazon SES.
Centralized Logging with Django, Docker, and CloudWatch
-
Posted by
Michael Herman
- Last updated on
Configure a containerized Django app running on an EC2 instance to send logs to CloudWatch.
Migrating from Heroku to AWS
-
Posted by
Pete Jeffryes
- Last updated on
This post organizes some of the best tutorials on the web to migrate from Heroku to AWS.