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Cloud Computing

The public cloud is less a place than a catalogue: compute, storage, networks and managed services rented through an API and billed by the meter. This hub treats it as a field of its own, the one AWS, Azure, Google Cloud and Oracle build, document and certify, and sorts its twelve parts by the work a developer, an administrator and an architect actually do there.

Most people first meet the cloud as a place to put a website, and that framing shrinks it. NIST fixed the term in its 2011 definition with five traits, and each one rules something out. You provision resources yourself, through a console or an API, without asking a person. You reach them over ordinary networks from any kind of device. The provider pools its hardware across many tenants and decides where your share physically sits. Capacity stretches and contracts fast enough to look unlimited from the customer's side. And everything consumed is metered, which is what makes the invoice both fair and hazardous. A rented virtual server you cannot resize yourself in minutes, paid for by the month regardless of use, fails that test however modern it sounds. A company's own virtualised estate can pass it, which is why NIST lists private, community and hybrid deployments next to the public one.

Three things the cloud is not. It is not a cheaper server: a steady workload often costs more there. It is not secure by default: the provider protects buildings, hardware and the virtualisation layer, while identities, network rules and data settings remain yours, and that boundary moves as you choose more managed services. The cloud security topic in our cybersecurity field owns that half. And it is not one product: each platform sells a catalogue so wide that nobody knows all of it, and competence means knowing which small part your problem needs.

Four platforms, one body of knowledge

AWS, Microsoft Azure, Google Cloud and Oracle Cloud Infrastructure sell the same underlying ideas under different labels. A virtual machine, a bucket, a private network, a managed database, a function fired by an event: all four have each of these, and someone fluent on one can read another's documentation within weeks. The differences lie in grain. Azure extends Microsoft's directory and licensing into the data centre; Google Cloud carries the engineering habits of the company where Kubernetes began; Oracle builds around the databases its customers already run; AWS, the longest-running of the four, has the broadest catalogue and the most third-party material. None of that crowns a winner. Employers in your region and the systems already in place decide the question far more often than feature comparisons do.

Twelve topics against the pillars and the exams

TopicWell-Architected pillar it mostly servesExams that test it hardest
Cloud fundamentalsAll six, as shared vocabularyAZ-900, CLF-C02, OCI Foundations
Cloud platformsNone directly; it is the choice made before designEach vendor's entry exam
Governance and landing zonesSecurity, cost optimisationAZ-900
Containers and KubernetesOperational excellence, reliabilityCKA
ServerlessCost optimisation, performance efficiencyDVA-C02, SAA-C03
Storage and managed databasesReliability, performance efficiencySAA-C03, AZ-104, DP-900
Cloud networkingReliability, securitySAA-C03, AZ-104
Cloud architectureAll six, weighed against each otherSAA-C03, AZ-305, Professional Cloud Architect
Infrastructure as codeOperational excellenceAZ-400, SAP-C02
Operations and observabilityOperational excellence, reliabilityAZ-104, Associate Cloud Engineer
Cost and FinOpsCost optimisation, sustainabilitySAA-C03, AZ-900
Migration and hybridReliability, cost optimisationAZ-305, SAP-C02

The vendors certify in three tiers. Entry papers such as Azure Fundamentals, Cloud Practitioner and OCI Foundations check that you can describe services and pricing. Associate exams, among them Solutions Architect Associate, Azure Administrator and Google's Associate Cloud Engineer, ask you to choose and configure. The top tier, with AZ-305, SAP-C02 and Professional Cloud Architect, hands you an organisation with constraints and asks for a design. Beside the vendor ladders sit the hands-on CKA and the provider-neutral Cloud+. Several doors cost nothing: AWS Cloud Quest, the Cloud Essentials badge, Microsoft's Azure management lab and Oracle's foundations exam itself.

Your first topic depends on the job you hold now, because cloud work is mostly an existing role carried onto rented infrastructure.

  • Developers begin with containers, serverless and storage, since those decide how their code is packaged, triggered and fed. Developer Associate tests that ground directly.
  • Administrators begin with fundamentals, governance and landing zones, networking and operations, then infrastructure as code, which turns their runbooks into files a colleague can review. Azure Administrator and Associate Cloud Engineer are the matching papers.
  • Architects rarely begin as architects. They arrive after years in one of the other two roles and then study architecture and migration, where every answer is a trade-off between the pillars.

Why cost is a discipline here

In a traditional company, spending passes through a purchasing department before any hardware arrives. In the cloud, every engineer with deploy rights is a buyer, and each command that starts a resource signs a small contract. That shift is why the Well-Architected Framework gives cost its own pillar and why the FinOps Foundation built a whole practice around engineers, finance and product owners reading the same figures. We place cost and FinOps beside architecture rather than after it: a design nobody can afford to run is not finished, and the habits that keep a bill honest are learned in the same sprint as the ones that keep a service up.

The field, part by part

Each topic says why it exists and what it rests on; the order is the order a newcomer would take.

  1. Cloud fundamentalsService and deployment models, regions and availability zones, elasticity and shared responsibility: the vocabulary every foundational exam tests first (AZ-900 Cloud Concepts; CLF-C02; NIST SP 800-145).
  2. Cloud platforms: AWS, Azure, Google Cloud, OCIThe four platforms differ in naming, pricing, regions and certification ladders; choosing one is the first decision most learners and teams make (vendor exam guides; the four certification hubs on this site).
  3. Cloud governance and landing zonesAccounts, subscriptions and projects, management groups, policy, tagging, budgets and locks: how an estate is organised before anything is deployed (AZ-900 Azure management and governance, its one of the three areas, at 30 to 35 per cent; the Well-Architected security and cost pillars).
  4. Containers and KubernetesContainers are the unit of deployment in cloud-native work and Kubernetes the orchestrator; CNCF's Runtime and Orchestration categories and the CKA exam define the field.
  5. Serverless and event-driven computingFunctions, managed queues and event buses change how systems are designed and billed; SAA-C03 and the AWS Serverless knowledge badge treat it as its own discipline.
  6. Cloud storage and managed databasesObject, block and file storage and the managed relational and NoSQL services are the questions that reach into all four SAA-C03 domains in the associate exams (SAA-C03; AZ-104; DP-900 for the data side).
  7. Cloud networkingVirtual networks, subnets, load balancers, DNS, content delivery and hybrid connectivity are where on-premises networking meets the cloud (SAA-C03; AZ-104; both vendors also sell a networking specialty exam).
  8. Cloud architecture and the well-architected pillarsDesigning for reliability, performance, security and cost is what the architect exams certify (SAA-C03's four domains; AZ-305; Professional Cloud Architect) and what the Well-Architected Framework's six pillars name.
  9. Infrastructure as code and automationDeclaring environments in code (Terraform, CloudFormation, Bicep, Pulumi, Ansible) is CNCF's Provisioning category and the operating habit every cloud team is hired for (AZ-400; SAP-C02).
  10. Cloud operations and observabilityRunning what was built: monitoring, logging, tracing, alerting and reliability engineering (CNCF Observability and Analysis; the Well-Architected Operational Excellence pillar; the CloudOps exam, formerly SysOps).
  11. Cloud cost and FinOpsMeasured, variable cost is one of NIST's five cloud characteristics and the commonest failure in practice; the FinOps Framework (Inform, Optimize, Operate) and SAA-C03's cost-optimised domain make it a discipline, not an afterthought.
  12. Cloud migration and hybridMoving existing workloads (rehost, replatform, refactor) and running hybrid estates is a large part of enterprise cloud work, and the architect exams test it; the hosting guides cover the small end of a move.

Concepts to know

Glossary entries of this field.

  • Containers

    A container is an application packaged together with the libraries and configuration it needs, run as an isolated process on a host that is already switched on, so the same package behaves the same way on a laptop, in a build pipeline and in production.

  • IaaS

    IaaS is the layer of cloud computing where you rent raw infrastructure through an API, meaning virtual machines, disks and networks, and take responsibility for the operating system and everything you install above it.

  • Kubernetes

    Kubernetes is an open-source system that runs containers across a cluster of machines, keeping the number and placement of running copies matched to a declared desired state, and restarting, rescheduling and scaling them without a person intervening.

  • Object Storage

    Object storage keeps every file as a self-contained object (the bytes, a unique key and some metadata) inside a flat bucket you read and write over HTTP, with no drive to mount and no directory tree underneath it.

  • PaaS

    PaaS is a hosting layer that takes your source code and turns it into a running application for you, owning the machines, the runtime, the build, the routing, the certificates and the restarts, so that shipping becomes a push rather than a project.

  • Serverless Computing

    Serverless computing runs your code only while an event is calling it: the provider conjures an execution environment on demand, throws it away afterwards, and charges for work performed instead of for capacity sitting idle.

Certifications that test it

Vendor exams and free certificates; facts, cost and the preparation path are on each page, and the certifications hub has them all.

Neighbouring fields

  • Programming and Software Development

    Code has to run somewhere; where a developer's pipeline ends, the cloud field's infrastructure as code and operations begin.

  • Data, Analytics and AI

    Warehouses, lakes and model endpoints are cloud services; the data field decides what to build, the cloud field where it runs.

  • IT Support, Networking and Infrastructure

    Virtual machines, networks and servers are the same objects in a rack and in a cloud region; this hub stops where the platform vocabulary begins.

  • Cybersecurity

    In the cloud, identity is the perimeter: this hub owns the platforms and their architecture, the cybersecurity field's cloud-security topic owns the defence.

Frequently asked

Is cloud computing the same as web hosting?
Overlapping, not identical. Hosting answers where a website runs, and our hosting hub covers that decision. Cloud computing is the wider practice of building systems from metered, self-service platform services, from queues and data warehouses to Kubernetes clusters, most of which never serve a web page.
Which cloud platform should I learn first?
The one used by the employers you want to work for or by the organisation you already work in. The concepts transfer between all four, so the first platform matters less than learning one properly. Check a few local job adverts before you choose; they settle it faster than any comparison chart.
Do I need a foundational certificate before an associate one?
Usually not. AWS lets you sit SAA-C03 without holding Cloud Practitioner, and Google's associate exam has no prerequisite either. Microsoft's expert architect credential is the exception: it requires the Azure Administrator certificate first. Entry papers help most when you come from outside IT.
Can I learn cloud without spending money?
Largely, yes. Each platform offers a free allowance of services, and several credentials cost nothing, including AWS Cloud Quest, Microsoft's Applied Skills lab and Oracle's foundations exam. Set a budget alert on the account before you build anything, because a forgotten resource outlives the enthusiasm that created it.
Do I need to program to work in the cloud?
Not to start, but you will need scripting soon. Administrators automate with a shell and a command-line tool, and infrastructure as code is a language in all but name. Developers need real programming, while architects need to read code well enough to judge what a team is proposing.

Courses in the directory

1,350 courses are filed here; the top 6 by our ranking, details and the provider link on each course page.

Browse the directory shelf

Last reviewed 26 September 2026 · Getting Digital