Data Computation Part 1: Cloud Computing, Containers & Deployment🔗
Syllabus🔗
Introduction🔗
Introduction to data computation module
Lecture & Hands-on : Cloud Computing & Remote Development (3h)🔗
Intro to cloud computing & remote development environments
Discover Google Cloud Platform
Lecture & Hands-on : Containers (3h)🔗
Intro to containers with docker
In Practice : GCP & Containers (3h)🔗
A small workshop that puts everything together: Google cloud & docker
In Practice : Deploy your ML model in production (3h)🔗
Deploy your machine learning model in production with everything you've learnt
We will then switch to the introduction to orchestration and kubernetes lectures
Quiz and recap🔗
The evaluation of this section will be done with an open-resource quiz covering all cloud computing topics.
The conclusion slides should be used to recap the previous courses.