Applied AICollège Unica
4.3Support TechnologySession 4 · Applied AI Systems & MLOps

Cloud computing

15classes45htotalTH1 · PR2 · PNW2weighting per class

Class-by-class breakdown

15 classes

TH = theory · PR = practical · PNW = personal work. These are ministry weighting codes (not hours) used to split each class's minutes. Class length = course hours ÷ class count; the three time-boxes below always sum to that length.

0%

Quiz progress

0 of 0 classes attempted

First 2 classes free with a referral 14 more with enrollment180 min per classTheory 36mPractical 72mPersonal Work 72m
1

Why the Cloud for GenAI? — On-Demand Compute for Agents

FreeTH1PR2PNW2

A Project Manager who understands the cloud stops buying servers — GenAI agents and RAG pipelines scale up and down on demand, and the cloud is where they live.

Theory36m
  • What cloud computing is and why it changed GenAI delivery
  • On-demand, scalable, pay-as-you-go model for model serving
  • IaaS, PaaS, and AI-as-a-Service at a concept level
Practical72m
  • Compare buying a GPU server vs renting cloud GPUs for a sample agent project
  • List 3 GenAI tasks that only make sense in the cloud
Personal Work72m
  • Write a one-page note on why a sample startup would choose the cloud for its AI agent
  • Micro-task: submit your note
2

The Big Three — AWS, Azure and Google Cloud for AI

LockedTH1PR2PNW2

Locked class preview

An AI Integration Manager who knows the three major clouds picks the right one for each agent — they're similar but their GenAI offerings differ

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

Talk to admissions
3

Cloud Accounts and the Free Tier — Your GenAI Sandbox

LockedTH1PR2PNW2

Locked class preview

A Data/Business Analyst who sets up a free cloud account with AI access can experiment with real models without spending — the free tier is the safest classroom

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

Talk to admissions
4

Compute in the Cloud — GPUs and Virtual Machines for Agents

LockedTH1PR2PNW2

Locked class preview

A Project Manager who spins up a GPU VM runs an open-source model in minutes — cloud compute is the most flexible building block for GenAI

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

Talk to admissions
5

Cloud Storage for RAG — Buckets for Your Knowledge Base

LockedTH1PR2PNW2

Locked class preview

An E-commerce Director storing a product catalog for an agent's RAG pipeline uses cloud object storage — it's cheap, durable and scales infinitely

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

Talk to admissions
6

Security in the Cloud — IAM for GenAI Keys

LockedTH1PR2PNW2

Locked class preview

An AI Integration Manager who misconfigures permissions exposes API keys and the whole agent — IAM is the gatekeeper of every cloud GenAI resource

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

Talk to admissions
7

Networking — VPCs, Subnets and Exposing an Agent Safely

LockedTH1PR2PNW2

Locked class preview

A Data/Business Analyst who understands cloud networking knows why an agent can't be reached — it's usually a firewall, not the code

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

Talk to admissions
8

Deploying a GenAI Agent to the Cloud — The Big Moment

LockedTH1PR2PNW2

Locked class preview

A Digital Marketing Strategist who deploys an agent as an API turns a notebook experiment into a real product feature customers can use

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

Talk to admissions
9

Serverless Agents — Code Without Servers

LockedTH1PR2PNW2

Locked class preview

A Project Manager who runs agent endpoints on serverless pays per request, not per hour — it's ideal for sporadic GenAI traffic

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

Talk to admissions
10

Containers 101 — Docker for Agent Services

LockedTH1PR2PNW2

Locked class preview

An AI Integration Manager who packages an agent in Docker guarantees it runs the same everywhere — 'it works on my machine' ends here

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

Talk to admissions
11

Dockerfiles — Building an Image for Your Agent

LockedTH1PR2PNW2

Locked class preview

A Data/Business Analyst who writes a Dockerfile makes their agent reproducible by anyone — it's a portable environment recipe

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

Talk to admissions
12

Docker Volumes and Environment Variables for Agent Secrets

LockedTH1PR2PNW2

Locked class preview

A Project Manager who passes API keys via environment variables keeps the same image for dev and prod — no risky keys baked into the container

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

Talk to admissions
13

Containers in the Cloud — From Local to Managed

LockedTH1PR2PNW2

Locked class preview

An AI Integration Manager who moves a containerized agent to a managed cloud service gets scaling and monitoring for free — that's the production path

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

Talk to admissions
14

Cloud Cost Management for GenAI — Don't Get a Surprise Bill

LockedTH1PR2PNW2

Locked class preview

An E-commerce Director who leaves a GPU running overnight, or an LLM loop unbounded, gets a nasty bill — GenAI cost control is a real job skill

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

Talk to admissions
15

Present and Reflect — Your Cloud-Deployed Agent

LockedTH1PR2PNW2

Locked class preview

A Project Manager presenting a working cloud deployment proves the agent is real and reachable — this class closes the loop

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

Talk to admissions

Unlock all 15 classes

Get the full agenda, AI tutor, and quiz for every class in 4.3 · Cloud computing.

Apply via admissions

Online checkout not yet live — contact admissions to enroll.

Previous course

4.2 · Unsupervised learning algorithms

Next course

3.1 · Data collection and storage

Back to Session 4