/plushcap/analysis/datastax/datastax-deploy-a-machine-learning-model-rest-api-using-linode-encryption-docker-and-astra-db

Deploy a Machine Learning Model REST API using Linode, Encryption, Docker & Astra DB (Part 2)

What's this blog post about?

In part 2 of the "AI as an API" series, learn how to configure a virtual machine and deploy a machine learning REST API using Linode, Docker, cryptography, and DataStax Astra DB. The tutorial guides you through setting up a virtual machine, running the model on both local and virtual environments, installing Docker, creating a Dockerfile, adding environment variables, activating the virtual machine, implementing pypyr pipelines, and connecting to an Astra DB. This process helps scale your machine learning model for production and automates deployment. The tutorial is taught by Justin Mitchel of Coding for Entrepreneurs and sponsored by DataStax.

Company
DataStax

Date published
Oct. 11, 2022

Author(s)
Pieter Humphrey

Word count
820

Language
English

Hacker News points
None found.


By Matt Makai. 2021-2024.