Study Notes / AWS Certification
AWS Study Notes that teach before the Arcade tests.
These guides explain the material behind the AWS Security Arcade question banks: what services solve, how AWS scenario clues work, which tradeoffs matter, and where exam traps hide.
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Find a service, pattern, or weak domain.
Search study notes Certification All certifications CLF-C02 - Cloud Practitioner AIF-C01 - AI Practitioner SAA-C03 - Solutions Architect Associate DVA-C02 - Developer Associate SOA-C03 - CloudOps Engineer Associate DEA-C01 - Data Engineer Associate MLA-C01 - Machine Learning Engineer Associate Level All levels Foundational Associate
Foundational
Foundational Certifications Published
foundational CLF-C02
Build broad AWS cloud fluency, shared-responsibility judgment, service recognition, and cost-awareness before deeper role-based training.
Status Published
Domains 4
Scope Four to six focused weeks for a learner new to AWS. The goal is broad cloud judgment, not implementation depth.
foundational AIF-C01
Develop foundational AI, generative AI, responsible AI, and AWS AI service-selection judgment.
Status Published
Domains 5
Scope Four to six focused weeks if you already understand basic cloud concepts. Add time if AI/ML terminology is new.
Associate
Associate Certifications Published
associate SAA-C03
Practice secure, resilient, high-performing, and cost-optimized architecture decisions using realistic AWS constraints.
Status Published
Domains 4
Scope Eight to twelve focused weeks for a learner with basic AWS familiarity. Architecture tradeoffs matter more than memorized service definitions.
associate DVA-C02
Train AWS application-development, deployment, security, troubleshooting, SDK, and event-driven design judgment.
Status Published
Domains 4
Scope Eight to ten weeks for developers who can already read application code and deployment pipelines. Expect SDK, event, permissions, and troubleshooting detail.
associate SOA-C03
Build operational judgment for monitoring, remediation, reliability, provisioning, security, networking, and cost operations.
Status Published
Domains 5
Scope Eight to twelve weeks for operators with AWS basics. Expect telemetry, automation, resilience, security operations, and network troubleshooting.
associate DEA-C01
Practice data-ingestion, transformation, storage, operations, governance, and security decisions on AWS.
Status Published
Domains 4
Scope Eight to twelve weeks for learners who know data pipelines, SQL, and basic AWS. Expect ingestion, transformation, stores, operations, and governance.
associate MLA-C01
Train production ML judgment across data preparation, model development, deployment, orchestration, monitoring, security, and cost.
Status Published
Domains 4
Scope Eight to twelve weeks if you already know basic ML workflow concepts. Expect production ML operations, not pure data-science theory.
How the Loop Works
1 Study Notes teach the material
2 AWS Arcade tests understanding
3 Weakness analysis identifies gaps
4 Study Notes target remediation
Use Study Notes differently from the Arcade The notes are not another question bank. They are where you learn the service behavior, decision patterns, examples, and traps before using the Arcade to pressure-test judgment.
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