AWS & Azure AI Certification Training

Pass Your AI Certification

Interactive training courses for AWS and Microsoft Azure AI certifications — each one with an AI exam simulation that runs a timed mock exam, scores you against the real pass mark, and shows exactly what to study next.

9 AWS & Azure AI tracksAI-written exam simulationsInstant AI feedback
incident-response-lab
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Exam Domains

Master Every Exam Domain

Training courses and exam simulation mapped to the official AWS and Azure AI certification domains

AI & ML Fundamentals
Generative AI on AWS
MLOps & Pipelines
Azure AI Services
AI App & Agent Development
Security, Compliance & Identity
Data & Analytics Fundamentals
Cloud Solution Design
Certification Training

Microsoft & AWS Certification Prep

Train with real-world scenarios across 9 official certification tracks from AWS and Microsoft

Hands-On Scenario Labs

Real-world lab scenarios mapped to official exam objectives for every certification track.

AI-Evaluated Practice

Submit solutions and get instant AI-powered feedback with scoring, strengths, and improvement tips.

Digital Certificates

Earn verifiable digital certificates when you pass lab challenges and demonstrate mastery.

AWS Certification Tracks

3 tracks · 21 labs

AWS

AWS Certified AI Practitioner

Foundation-level AI/ML concepts, AWS AI services, and responsible AI practices.

8 hands-on labsExplore
AWS

AWS Certified ML Engineer – Associate

Build, train, deploy, and operationalize ML models on SageMaker and related AWS services.

7 hands-on labsExplore
AWS

AWS Certified Data Engineer – Associate

Design, build, and maintain data pipelines, lakes, and analytics on AWS.

6 hands-on labsExplore

Microsoft Certification Tracks

2 tracks · 17 labs

Microsoft

Azure AI Fundamentals (AI-900)

Core AI workloads, Azure AI services, responsible AI, and common ML/AI concepts.

10 hands-on labsExplore
Microsoft

Azure AI Apps & Agents Developer (AI-103)

Build AI-powered apps and agents using Azure AI Foundry, OpenAI, and Copilot Studio.

7 hands-on labsExplore
Exam Simulation

Sit the Exam Before You Book It

Every AWS and Azure AI certification course includes an AI exam simulator — a timed mock exam with the real exam domains, the real pass mark, and a full breakdown of what you still need to study.

Fresh AI-written exam

Every attempt generates a new mock exam for your certificate, mapped to the official exam domains.

Timed, exam-style questions

Scenario-based questions with four options each, under the same time pressure as the real exam.

Scored against the pass mark

Instant score, pass or fail against the certification pass mark, and a domain-by-domain breakdown.

AI explanations

Every missed question comes back with an explanation of the right answer — the simulation is also study material.

Exam simulations available for each certificate

AWSAIF-C01

AWS Certified AI Practitioner

12 questions20 min70%
AWSMLA-C01

AWS Certified Machine Learning Engineer – Associate

15 questions30 min75%
AWSDEA-C01

AWS Certified Data Engineer – Associate

15 questions25 min72%
MicrosoftAI-900

Microsoft Certified: Azure AI Fundamentals (AI-900)

12 questions20 min70%
MicrosoftAI-103

Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103)

15 questions30 min75%
MicrosoftDP-900

Microsoft Certified: Azure Data Fundamentals (DP-900)

12 questions20 min70%
MicrosoftSC-900

Microsoft Certified: Azure Security, Compliance, and Identity Fundamentals (SC-900)

12 questions20 min70%
MicrosoftAI-102

Microsoft Certified: Azure AI Language Service (AI-102)

15 questions25 min72%
MicrosoftAZ-305

Microsoft Certified: Azure Solutions Architect (AZ-305)

15 questions30 min75%

Interactive courses and exam simulation for every AWS and Azure AI certificate

Workflow

How It Works

Three steps from choosing your certificate to walking in exam-ready

01

Pick Your Certificate

Choose your track from 9 AWS and Azure AI certifications — AI Practitioner, AI-900, AI-103, AZ-305 and more.

02

Train in Interactive Courses

Work through AI-guided hands-on training modules built around the official objectives each exam tests.

03

Simulate the Real Exam

Sit a timed, AI-written mock exam, get scored against the pass mark, then review every missed question.

Why Us

Why Candidates Pass With Us

AI-Written Exam Simulation

Every attempt is a fresh mock exam generated for your certificate — real exam domains, real timing, real pass mark.

Interactive Training Courses

Guided, hands-on modules for each AWS and Azure AI certification, with an AI coach alongside you as you work.

Exam-Readiness Tracking

See your scores by exam domain and know exactly which objectives still need work before you book the real exam.

Capabilities

Everything You Need to Pass

Interactive training courses plus exam simulation, aligned to official AWS and Azure AI objectives

Certification Training

9 AWS & Azure AI Certification Tracks

Every course maps to one official certification exam — from AI Practitioner and Azure AI Fundamentals to Machine Learning Engineer and Azure Solutions Architect.

  • AWS Certified AI Practitioner (AIF-C01)
  • AWS ML Engineer – Associate (MLA-C01)
  • AWS Data Engineer – Associate (DEA-C01)
  • Azure AI Fundamentals (AI-900)
  • Azure AI Apps & Agents Developer (AI-103)
  • Azure Data Fundamentals (DP-900)
  • Azure Security, Compliance & Identity (SC-900)
  • Azure Solutions Architect (AZ-305)
Certification Training

Exam Simulation in Every Course

Each certificate includes a timed AI exam simulator: the real exam domains, scenario-based questions, pass-mark scoring, a weak-area breakdown, and explanations for every missed answer.

  • A fresh AI-written exam on every attempt
  • Timed, exam-style scenario questions
  • Scored against the certification pass mark
  • Weak-area breakdown by exam domain
  • AI explanations for every missed question
  • Unlimited retakes before exam day
About KitoPro.ai

Built by IT Pros, for IT Pros

KitoPro.ai was founded by a team of senior IT engineers and educators who noticed a gap: training materials taught theory, but rarely the hands-on problem solving the job actually demands. We set out to change that.

Today our platform hosts hundreds of realistic lab scenarios across 14 IT domains, each powered by AI evaluation that reads your solution the way a senior engineer would — and tells you exactly what to improve next.

Trusted by teams at 40+ companies

Our Impact in Numbers

100+
Hands-on Labs
14
IT Domain Categories
7,500+
Active Learners
92%
Reported Confidence Gain
Our Mission

To make job-ready IT skills achievable for everyone — through realistic practice, honest AI feedback, and a clear path from beginner to certified professional.

Practical First

We believe learning by doing beats memorizing theory. Every lab is built around real IT problems.

Accessible Growth

Career-changing skills should be within reach for anyone willing to put in the effort.

Quality Feedback

Honest, detailed evaluation is the fastest path from beginner to job-ready professional.

Live Lab Demo

Try a Real Lab Before Signing Up

Work through an actual IT scenario, submit your solution, and see how AI evaluates your approach.

No labs available

Labs will appear here once published

Want 100+ more scenarios across all 14 categories?

Earn a Certificate

Pass 6 Labs, Get a Generated Certificate

Every time you pass a lab, you move closer to a verified digital certificate — generated automatically and tied to the specific lab you mastered.

1

Pass 6 Labs

Complete and pass any 6 labs across the categories with a passing AI evaluation score (70%+).

2

Auto-Generated Certificate

A personalized digital certificate is instantly generated for the lab you passed — with your name, score, and the lab category.

3

Share & Verify

Download, print, or share your certificate. Each one carries a unique verification ID for employers to confirm your skills.

Certificate of Completion
John Doe

has successfully passed the Networking — VPN Connectivity lab

Score: 92%Issued: Aug 2026ID: KP-CERT-7F3A9B
Issued by
KitoPro.ai
Free Certification Demo

Try a Certification Lab

Sample a real AWS and Microsoft certification scenario — no sign up required.

Certification demos coming soon

New certification lab samples are being added

Unlock all 9 certification tracks with hands-on labs

AI IT Tutor

Ask Anything IT — Get Expert Answers Instantly

Your always-available IT tutor. Ask any question across every IT field and get clear, practical answers with explanations, commands, and step-by-step guidance.

Every IT field covered

Help Desk & SupportWindows & macOSLinux AdministrationNetworkingCloud (AWS · Azure · GCP)CybersecurityServers & VirtualizationHardware DiagnosticsScripting & AutomationDatabasesEmail & DomainsAI & Machine LearningCertification Prep
  • Troubleshooting, commands and step-by-step fixes
  • Concepts explained in plain language at any level
  • Coverage of every IT field — not just one track
  • Free to try right here — no sign-up needed

AI IT Tutor

Any IT topic · any level

👋 Hi! I'm your AI IT Tutor. Ask me anything about IT — troubleshooting, networking, Linux, cloud, cybersecurity, scripting, hardware, certifications, and more.

What would you like to learn or solve today?

Try asking

AI Interview Coach

Eight Powerful Features to Ace Your Next Interview

From live voice and video practice to instant AI scoring, our coach mirrors a real interview so you walk in confident and prepared.

Voice-Based Practice

Speak your answers out loud just like a real interview, with live transcription.

Live Camera Simulation

Turn on your webcam to rehearse body language and eye contact in a realistic setting.

Personalized Questions

The AI generates tailored questions based on your company, role, and difficulty level.

Instant AI Feedback

Get a detailed evaluation of your answer with strengths, gaps, and improvement tips.

Scoring & Pass Marks

Receive a numerical score against a pass mark so you know exactly where you stand.

Company-Specific Prep

Practice with questions modeled after Microsoft and AWS interview formats.

Read-Aloud Support

Questions and feedback can be read aloud for an accessible, hands-free experience.

Confidence Building

Model answers and best-practice guidance help you improve with every session.

AI Interview Coach platform
The Human Edge

Why AI Won't Replace IT Professionals

Headlines say AI will automate IT. The reality on the ground is the opposite: millions of companies still need skilled, hands-on professionals — because real systems run on hardware, legacy code, and human judgment that no artificial design can replace.

Physical Infrastructure Needs Human Hands

AI can design a system on screen, but someone still has to rack servers, run cables, swap failed drives, and physically unplug a compromised machine. Half of IT work happens where no algorithm can reach.

Real Users Need Real Support

When a panicked CFO can't open payroll before the deadline, no chatbot rebuilds trust. Empathy, judgment, and on-the-spot problem-solving are what turn a crisis into a solved ticket.

Judgment AI Can't Replicate

Security and incident response require decisions under pressure with incomplete information. Knowing whether to isolate a host, pay attention to a 'low' alert, or escalate at 2 AM is a human call.

Legacy Systems Don't Self-Heal

The world runs on 15-year-old servers, undocumented scripts, and bespoke integrations. AI understands clean, documented systems — reality is messy, and humans navigate the mess every day.

Hands-On Beats Artificial Design

A perfect system design fails the moment it meets real hardware, real networks, and real budgets. Companies need people who have felt a server's heat and heard a failing fan — practical instinct AI hasn't earned.

Millions of Companies Depend on People

From a 5-person dental office to a regional manufacturer, millions of businesses run IT with small in-house teams or local MSPs. AI won't staff these — humans will, for decades to come.

4.8M+
Open IT support roles in the US alone (2025)
62%
Of small businesses rely on a single IT person or MSP
10 yrs
Average experience required for senior infra roles

AI is a powerful tool for IT pros — not a replacement for them. The future belongs to skilled humans who use AI to work faster, while still rolling up their sleeves when real infrastructure needs real hands.

Simple, Transparent Pricing

Choose the plan that fits your goals — upgrade or cancel anytime.

Starter

$17/mo

Perfect for individuals starting their IT career journey

  • Help Desk & Support labs (new labs monthly)
  • Windows Troubleshooting labs (new labs monthly)
  • AI-powered feedback on submissions
  • Basic progress tracking
  • Beginner, Intermediate & Advanced labs
  • Linux Administration labs
  • Networking & Cloud labs
  • AI IT Tutor (any IT topic)
  • Microsoft & AWS certification prep
  • All 14 lab categories
  • Digital certificates
Most Popular

Pro

$29/mo

For IT professionals serious about leveling up their skills

  • Help Desk, Windows, Linux, Networking & Cloud labs
  • Cybersecurity & Server Management labs
  • New labs updated monthly
  • Unlimited AI IT Tutor (any IT topic)
  • AI-powered feedback on submissions
  • Full progress & analytics dashboard
  • Digital certificates on passing
  • Beginner, Intermediate & Advanced labs
  • Microsoft & AWS certification prep
  • All 14 lab categories
  • Priority support
Best Value

Elite

$57/mo

For teams and organizations training multiple IT professionals

  • Everything in Pro
  • Access to ALL lab categories
  • Unlimited AI IT Tutor access
  • Microsoft & AWS certification prep labs
  • Up to 20 team seats
  • Team progress & admin dashboard
  • Bulk certificate issuance
  • Custom lab scenarios (35 scenarios/month)
  • Dedicated account manager
  • Priority support (24/7)

Try our free demo before you sign up — explore labs and ask the AI IT Tutor with no account required.

FAQ

Frequently Asked Questions

Everything you need to know before getting started

KitoPro.ai is an AI-powered IT training platform with 100+ hands-on labs across 14 IT domains. You solve realistic troubleshooting scenarios, submit your solution, and receive instant AI evaluation with a score and detailed feedback — just like a senior engineer reviewing your work.

No. Labs are split into Beginner, Intermediate, and Advanced levels. If you're new to IT, start with the Beginner Help Desk & Support labs — they guide you step by step. As your confidence grows, move up to intermediate and advanced scenarios.

When you submit a solution, our AI reads your answer against the scenario's expected steps and best practices. It scores your response, identifies what you did well, flags missing steps, and recommends what to study next. The evaluation runs in seconds.

Yes. When you pass a lab (score of 70 or above) on the Pro or Enterprise plan, a verifiable digital certificate is issued for that lab. Certificates are stored in your account and can be shared on LinkedIn or with employers.

Yes! You can try our free demo directly on the landing page — explore interactive labs and the AI interview coach with no account required. When you're ready, sign up to unlock the full library and track your progress.

Absolutely. The Enterprise plan supports up to 20 team seats with an admin dashboard to track everyone's progress, identify skill gaps, and issue certificates in bulk. Custom lab scenarios are also available on request.

AI feedback is a guide, not a final grade. You can retake any lab as many times as you'd like, and each attempt gives you a fresh evaluation. Use the feedback to refine your approach and resubmit until you're confident.

Testimonials

Trusted by IT Professionals

See what practitioners say about training with KitoPro.ai

"I landed my first IT job within 3 weeks of practicing on KitoPro.ai. The AI feedback showed me exactly what I was missing in my troubleshooting approach."

MT
Marcus Thompson
Help Desk Technician · TechCorp

"The AIF-C01 exam simulation felt harder than the real exam — which is exactly why I passed on my first attempt."

PN
Priya Nair
Cloud Developer · Finova Ltd

"Repeating the AI-900 mock exams until my domain scores were all green is the only reason I felt ready on exam day."

CM
Carlos Mendes
Cloud Engineer · NetPulse

"The AI evaluator doesn't just give you a score — it explains WHY your answer is right or wrong. That level of feedback is priceless."

SB
Sophie Bauer
IT Support Specialist · Axiom GmbH

"The incident response labs are top-notch. They simulate real attack scenarios, and the feedback helped me pass my Security+ exam first try."

JO
James Okafor
Cybersecurity Analyst · SecureEdge

"I put my whole team through the Azure AI track. The admin panel shows who is ready for their certification and who still needs work."

AR
Aisha Rahman
Cloud Administrator · Skyline Tech

"We cut our onboarding time for new IT hires by 40%. Sending them through KitoPro.ai before their first week makes a huge difference."

LF
Liam Foster
IT Manager · BrightPath Inc
Get Started Today

Ready to Pass Your AWS or Azure AI Certification?

Train in interactive courses, simulate the real exam as many times as you need, and walk into exam day already knowing your score.