WebJun 5, 2024 · Flask; AWS free tier account to access the AWS services; My SQL Workbench or Mysql Command Line Tool installed and working; 1. AWS RDS Database Creation. We will create our database first on RDS. The steps are: Search for aws rds and click on it that will take you to RDS Dashboard; On the left sidebar, click on databases; … WebFeb 10, 2024 · Flask is a web framework for python, meaning that it provides a simple interface for dynamically generating responses to web requests. Let’s start by launching a Flask server on an Amazon Web Services EC2 instance. 1. Starting up an EC2 instance. 1. Launch an EC2 instance. Login to the AWS console here; Select EC2 from AWS services.
Simple way to deploy machine learning models to cloud
WebConnect to the EC2 instance. Open a terminal session in the directory where you have saved the key pair. Set permissions on the file. Copy the EC2 Public DNS from the AWS EC2 Instance Description and save it to an environment variable. Something like: $ export EC2_DNS="ec2-12-34-567-89.compute-1.amazonaws.com". Connect to the EC2 instance. WebCreate an environment and deploy your application to it with eb create: ~/eb-flask$ eb create flask-env Environment creation takes about 5 minutes and creates the following … orf teletext 270
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WebApr 10, 2024 · OSはAmazon Linux 2にしました。最新の2024だと情報が少ないので古いバージョンのOSにしてます。 pythonとnginxをインストールします sudo yum install -y … WebDec 11, 2024 · AWS Elastic Beanstalk is a service for deploying applications which performs various AWS services, including EC2, S3, Simple Notification Service, CloudWatch, autoscaling, and Elastic Load Balancers. WebApr 14, 2024 · Tech-stack: Python, Flask, Docker, AWS ec2. The workflow can be broken down into following basic steps: Training a machine learning model on a local system. Wrapping the inference logic into a flask application. Using docker to containerize the flask application. Hosting the docker container on an AWS ec2 instance and consuming the … how to use a vicks vaporizer humidifier