72 articles on this topic.
The AWS Certified AI Practitioner (AIF-C01) exam guide in plain English: 65 questions in 90 minutes, $100, 700/1000 to pass, five official domains with weights, the AWS services each domain names, what the October 2026 guide update changed, and a prep plan.
AWS AI PractitionerThe AWS Certified Generative AI Developer – Professional (AIP-C01) exam guide in plain English: 75 questions in 180 minutes, $300, 750/1000 to pass, five official domains with weights, the AWS services each domain names, and a prep plan built around them.
AWS Generative AI DeveloperThe AWS Certified Machine Learning Engineer – Associate (MLA-C02) exam guide in plain English: the beta format (85 questions, 170 minutes, $75), the 720/1000 pass mark, four official domains with weights, what changed from MLA-C01, the AWS services each domain names, and a prep plan.
AWS Machine Learning EngineerThe best AWS practice exams for 2026, judged on six criteria: exam-guide coverage, scoring by domain, explanations, personalisation, timed mocks and readiness. Our pick, the free official AWS resources, and 15 free questions for each of ten AWS exams.
AWS CertificationThe best Claude certification practice exams for 2026, judged on six criteria: exam-guide coverage, scoring by domain, explanations, personalisation, mock exams and readiness. Our pick, the free official resources, and 15 free questions for each of the four Claude exams.
Claude CertificationWho the AWS Certified AI Practitioner is worth it for, who should skip it, what it proves to employers, what it costs, and how it compares with MLA-C02, AIP-C01 and the Claude certifications.
AWS AI Practitioner15 original SOA-C03 practice questions for the exam formerly called SysOps Administrator, mapped to the five official domains, each with the answer and why the other options are wrong. Score yourself, then take a free assessment. Interactive quiz, no sign-up.
AWS CloudOps Engineer Associate15 original DEA-C01 practice questions mapped to the official exam domains, each with the answer and why the other options are wrong. Score yourself, find your weakest domain, then take a free assessment. Interactive quiz, no sign-up.
AWS Data Engineer Associate15 original DVA-C02 practice questions mapped to the official exam domains, each with the answer and why the other options are wrong. Score yourself, find your weakest domain, then take a free practice exam. Interactive quiz, no sign-up.
AWS Developer Associate15 original DOP-C02 practice questions mapped to the six official exam domains, each with the answer and why the other options are wrong. Test yourself on CI/CD, CloudFormation, resilience, monitoring, incident response and security. Interactive quiz, no sign-up.
AWS DevOps Engineer Professional15 original AIP-C01 practice questions mapped to the five official domains: Bedrock, RAG, vector stores, agents, MCP, Guardrails, cost and evaluation. Each comes with the answer and why the other options are wrong. Interactive quiz, no sign-up.
AWS Generative AI Developer15 original MLA-C02 practice questions mapped to the four official domains, covering SageMaker AI, Amazon Bedrock, RAG, agents and Guardrails. Each comes with the answer and why the other options are wrong. Interactive quiz, no sign-up.
AWS Machine Learning Engineer15 original SAP-C02 practice questions mapped to the four official domains: multi-account design, hybrid networking, disaster recovery, cost, migration and modernisation. Each comes with the answer and why the other options are wrong. Interactive quiz, no sign-up.
AWS Solutions Architect ProfessionalEvery course on Claude Academy (academy.claude.com) as of 7 November 2026: 29 free courses across four tracks, which 25 award a completion badge, how long each takes, how badges work on LinkedIn, and which courses help with each Claude certification exam.
Claude CertificationHow to prepare for the Claude Certified Associate, Developer, Architect Foundations and Architect Professional exams: official exam guides and domain weights, free Anthropic courses, practice exams, and a step-by-step study plan.
Claude CertificationThe exam-content guide to Claude Certified Architect – Foundations (CCAR-F) and Architect – Professional (CCAR-P): official domains and weightings, question counts, scenarios, format, recertification, and a domain-by-domain prep plan.
Claude Certification15 original, scenario-based Claude Certified Architect – Foundations (CCAR-F) practice questions mapped to Anthropic's five official exam domains, each with the answer and why the other options are wrong. Covers agentic loops, subagents, hooks, MCP, Claude Code configuration, structured output and context management. Interactive quiz, no sign-up.
Claude Certification15 original, scenario-based Claude Certified Architect – Professional (CCAR-P) practice questions mapped to Anthropic's seven official exam domains, each with the answer and why the other options are wrong. Covers solution design, RAG, integration security, evaluation, governance, stakeholder communication and Claude Code for teams. Interactive quiz, no sign-up.
Claude CertificationThe Claude Certified Associate – Foundations (CCAO-F) exam explained for non-technical Claude users: the seven official domains and weightings, 60 questions in 120 minutes, $99, 720 to pass, who it is for, and how to prepare.
Claude Certification15 original Claude Certified Associate – Foundations (CCAO-F) practice questions mapped to Anthropic's seven official domains, each with the answer and why the other options are wrong. Written for non-technical business users of Claude. Interactive quiz, no sign-up.
Claude CertificationThe Claude Certified Developer – Foundations (CCDV-F) exam guide in plain English: 53 questions in 120 minutes, $125, 720/1000 to pass, eight official domains with weightings, what each one tests, and a prep plan built around them.
Claude Certification15 original Claude Certified Developer – Foundations (CCDV-F) practice questions mapped to Anthropic's eight official exam domains, each with the answer and why the other options are wrong. Covers tool use, streaming, prompt caching, structured outputs, MCP, the Agent SDK and Claude Code. Interactive quiz, no sign-up.
Claude CertificationThere is no standalone, proctored Claude Code certification. Here is what does exist: the free Claude Partner Badge for Claude Code (eight courses, a capstone and a 34-question assessment), free Claude Academy courses, and the Claude exams where Claude Code is tested.
Claude CertificationAnthropic's Claude Frontier Academy explained: the $100 million program to train 10,000 engineers by the end of 2027, who gets nominated, the in-person program and graded practical, the Claude Resident Engineer and Claude Frontier Deployed Engineer badges, and how to put yourself in line for a nomination.
Claude CertificationEvery Claude certification and credential in one guide: free Claude Academy courses, the four proctored exams, the Claude Code partner badge and the Claude Frontier Academy. Who each is for, what it costs, and which one to get.
Claude CertificationHow to join Anthropic's Claude Partner Network: who can apply, what it costs (nothing), the four Services Track tiers and their exact requirements, exam discounts by tier, and how your team gets certification access.
Claude CertificationExamPro is built around video courses. StudyTech AI is built around your gaps: a free assessment, your weakest domain first, flashcards from mistakes and a readiness score that tells you when to book. Approach, features and pricing compared.
ComparisonWhizlabs gives you a library of questions and videos. StudyTech AI finds your weak domains, personalises your practice and tells you when you are ready to book. Features, pricing and exam-failure terms compared.
Whizlabs15 original HashiCorp Terraform Associate 004 practice questions mapped to the official exam objectives, each with the answer and why the other options are wrong. Covers providers, the core workflow, configuration, modules, state, import and HCP Terraform. Interactive quiz, no sign-up.
Terraform AssociateAWS rebuilt the Machine Learning Engineer Associate around generative AI, Bedrock, RAG and agents. What changed from MLA-C01 to MLA-C02, what each domain tests, the beta format, and who should take it.
AWS Machine Learning EngineerWhat the new AWS Certified AI Business Strategist (AIB-C01) exam tests, how the beta works ($50, 85 questions, 170 minutes), how it compares with AI Practitioner, and who should actually take it.
AWS AI Business StrategistThe four-step system to get AI certified fast: pick the right exam for your level, diagnose your gaps with a mock exam first, study with active recall, and book when your domain scores say you're ready.
AI CertificationAll four Anthropic Claude certifications explained — Associate, Developer, Architect Foundations and Architect Professional. Prices, exam format, passing score, retake policy and who can actually register.
Claude CertificationClaude certifications are gated to partner organisations; AWS AI Practitioner is $100 and open to anyone. A direct comparison of cost, eligibility, content and job-market recognition.
Claude CertificationNo — Claude certification exams require a partner email on a recognised company domain, and personal addresses are rejected. Here is exactly who can register, the free route in, and what to do if you cannot.
Claude CertificationWhich Claude certification fits your role — Associate, Developer, Architect Foundations or Architect Professional. What each tests, what each costs, and the one that does not count toward partner standing.
Claude CertificationThe exact registration path for Claude certification exams — Partner Network membership, the company-domain email requirement, booking through Pearson, and where each step commonly fails.
Claude CertificationAn honest assessment of the Claude Certified Architect certification — who it pays off for, who should skip it, what the eligibility gate does to its market value, and what to take instead.
Claude Certification50 real AWS interview questions with answers that explain the reasoning, not just the definition — covering fundamentals, compute, storage, networking, databases, security and scenario-based rounds.
AWS Interview QuestionsA complete breakdown of the forward deployed engineer role — what it is, why OpenAI and Anthropic are building FDE teams, salary ranges, the six phases of the job, and the skills each phase actually demands.
Forward Deployed EngineerMost AI certifications are course-completion badges with no real exam. Here are five well-known AI certifications to skip in 2026, why they fail the hiring test, and the proctored alternatives actually worth your money.
AI CertificationA complete walkthrough of a real AWS architecture — follow one customer from typing the URL to receiving their ticket confirmation, and learn which AWS service solves each problem and why.
AWS ArchitectureEC2 vs AWS Lambda explained through a real production system. Learn the cost, scaling, cold start and networking trade-offs, and how to answer EC2 vs Lambda questions on the SAA-C03 exam.
EC2A realistic roadmap to becoming an AWS cloud engineer in 2026 — what the job actually involves, the services that matter, which certifications help, how long it takes, and what to build so you can prove it.
Cloud EngineerRDS vs DynamoDB explained with a real production example. Learn when relational beats NoSQL, why conditional updates prevent double-selling, and how to answer database questions on the SAA-C03 exam.
RDSA practical CLF-C02 readiness guide: what mock scores mean, which weak domains still block a pass, and how to know when to book with confidence.
AWS Cloud PractitionerA smarter way to interpret SAA-C03 practice exam scores: stable score ranges, domain-level warning signs, and the difference between a lucky score and real readiness.
AWS Solutions Architect AssociateA practical readiness checklist for AWS Solutions Architect Associate: mock score ranges, domain-level warning signs, and the clearest signals that you should book or wait.
AWS Solutions Architect AssociateA practical CLF-C02 domain breakdown that explains what each Cloud Practitioner domain really means, where candidates lose points, and how to prioritize your study time.
AWS Cloud PractitionerA practical breakdown of the four SAA-C03 domains, what each one really tests, where candidates lose points, and how to prioritize your study time by architecture risk.
AWS Solutions Architect AssociateA practical readiness checklist for AWS Developer Associate: mock score ranges, domain-level warning signs, and how to know when to book DVA-C02 with confidence.
AWS Developer AssociateEverything you need to know about the DVA-C02 exam format: question count, timing, domain weights, what feels hard, and how to prepare for the Developer Associate properly.
AWS Developer AssociateA practical breakdown of the four AWS Developer Associate domains, what each one really tests, and how to prioritize your study time by implementation risk.
AWS Developer AssociateA practical way to interpret AWS Developer Associate mock scores: stable score ranges, domain-level warning signs, and how to tell real readiness from lucky results.
AWS Developer AssociateNot all CLF-C02 practice tests are equal. Here's how to judge a mock exam properly — and which ones are actually worth your time in 2026.
AWS Cloud PractitionerDiscover the 10 best AWS Cloud Practitioner study tools in 2026. Compare practice exams, AI-powered prep platforms, video courses, and free resources to pass CLF-C02 faster.
AWS Cloud PractitionerHonest breakdown of whether AWS Cloud Practitioner is worth your time and money in 2026. Exam details, who should get it, study strategy, and career impact.
AWS Cloud PractitionerGot your AWS certification but still not getting interviews? Here are the 5 things holding you back and the exact steps to land your first cloud role in 2026.
AWS CertificationComplete guide to the AWS exam retake policy in 2026. Covers the 14-day wait period, retake costs, the 50% voucher and how to prepare for your next attempt.
AWS CertificationIf you are a student with no cloud experience, start with AWS Certified Cloud Practitioner (CLF-C02): $100, 65 questions, 90 minutes. Here is who AWS designs each foundational exam for, the official fees, the student programmes verified on 10 November 2026, a plan around a term, and what a certification does for a first job application.
AWS CertificationAWS's standard policy has no free retake: you wait 14 calendar days and pay the full fee for every attempt. Free retakes only exist as time-limited promotions. Here is the official policy, the offer Pearson VUE lists as of 10 November 2026, and how to check for one yourself.
AWS CertificationAWS does not publish a pass rate for any certification exam, so every percentage online is a guess. Here is what AWS does publish: the passing score for each exam, scaled scoring, unscored questions, result timing and the 14-day retake rule, plus what to track instead.
AWS CertificationYes. AWS Certified Machine Learning – Specialty (MLS-C01) is retired and the last day to take it was 31 March 2026. Here is what AWS says about existing holders, and which current AWS machine learning and generative AI exams to take instead, with the code, level, fee and length of each from the official pages.
AWS Machine Learning SpecialtyThe only standing AWS Certification discount is the 50% voucher AWS gives certification holders. Everything else is a time-limited promotion or a programme you must qualify for. Each one here was checked on an official AWS or Pearson VUE page on 10 November 2026.
AWS CertificationLooking for the easiest AWS certification? We rank all 12+ AWS certifications by actual difficulty and study time required to help you pick the right starting point.
AWS CertificationComplete list of AWS certification exam fees for 2026. All 12 certifications with current pricing, discount strategies, and what happens if you fail.
AWS CertificationA factual comparison of AWS, Microsoft Azure and Google Cloud certifications: entry-level and associate exam codes, fees, length, question counts, validity and renewal, the entry-level AI certifications on each platform, and how to choose your first one. Every exam fact is taken from the vendors' official pages.
AWS CertificationNobody publishes job demand for each AWS certification, so this guide does not rank them by invented counts. It lists every current AWS certification with the roles AWS says it is for, tells you which to take first and next for your role, and shows how to check demand in your own city.
AWS CertificationAWS does not publish salaries by certification. This page sets out what named sources do publish: Skillsoft survey averages for AWS certification holders, US Bureau of Labor Statistics medians for the related occupations, and the job-demand figures AWS quotes, with the limits of each.
AWS CertificationWork out whether an AWS certification pays back for you: official exam fees by level, the 14-day retake rule, what a certification can and cannot return, and a fill-in template that divides your cost by a pay difference you verify yourself.
AWS CertificationThe AWS Certified Developer - Associate (DVA-C03) exam guide in plain English: in use from 1 December 2026, 65 questions (50 scored), 720/1000 to pass, four domains with new weights, what AWS says changed from DVA-C02, and what applies if you sit DVA-C02 by 30 November 2026.
AWS Developer AssociateAWS Certified CloudOps Engineer - Associate (SOA-C03), formerly SysOps Administrator, in plain English: 65 questions in 130 minutes, $150, 720/1000 to pass, five official domains with weights and tasks, in-scope services, what changed from SOA-C02, and a prep plan.
AWS CloudOps Engineer Associate