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40 changes: 40 additions & 0 deletions _pathways/ml-deployment.md
Original file line number Diff line number Diff line change
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---
layout: pathway
title: "Machine Learning in Cloud Infrastructures"
description: "FIXME"
tags: [classification]
life_cycle: "alpha"
pathway:
- section: "Module 1: Introduction to basic Unix commands"
description: "Learn the basic Unix shell commands used in cloud environments."
tutorials:
- name: unix-course
version: main
- name: simpleVMWorkshop
version: main

- section: "Module 2: Cloud Concepts"
description: "Understand cloud architecture, providers, and services."
tutorials:
- name: simplevmworkshop
version: main

- section: "Module 3: ML model deployment"
description: "Understand cloud architecture, providers, and services."
tutorials:
- name: ml-streamlit
version: main
- name: ml-fastapi
version: main

- section: "Module 4: Cloud based data handling"
description: "Handle large datasets using cloud object storage"

- section: "Module 5: ML monitoring, retraining, and automation"


editorial_board:
- name: FIXME
orcid: FIXME
---

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