Index

Project Setup

• Virtual Environment
• Requirements setup

Micro-Web frameworks in Python

• Falsk

Cloud Plateforms

• Heroku
• AWS
• Azure

What is Model Deployment?

• Deployment is the method by which you integrate a machine learning model into an existing production environment to make practical business decisions based on data.
• It is one of the last stages in the machine learning life cycle and can be one of the most cumbersome.

What is a CI/CD pipeline? (redhat.com)

• A CI/CD (Continuous integration/continuous delivery) pipeline is a series of steps that must be performed in order to deliver a new version of software.

Elements of a CI/CD pipeline