McKellar Institute
McKellar Institute
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Professional Certificate

AI in Epidemiology &
Outbreak Intelligence

Build AI capability for epidemiological analysis, disease surveillance and outbreak intelligence.

Apply AI to epidemiological analysis, disease surveillance, pattern recognition and outbreak intelligence — with the judgement public health demands.

Self-pacedOnlineCertification
Starting level
White Belt2–3 weeks— no AI experience required
Progression
yellow4–6 weeksgreen8–10 weeksblack10–12 weeks
Drop the certification visual here — e.g. disease map with epidemic curves
Sample McKellar certificate
Professional Certificate awarded after every belt.
Verifiable. Shareable. Earned, not attended.
OverviewOutcomesBeltsFeesCredentialFAQStart White Belt

Built for epidemiology. Enhanced by AI.

AI can identify patterns, interrogate large datasets, synthesise evidence and support surveillance at extraordinary speed. But epidemiological decisions still depend on context, data quality, bias, uncertainty and professional judgement. This certification develops both sides of that capability.

Analyse

Use AI to support epidemiological analysis and interpretation.

Detect

Explore AI-supported surveillance, signals and outbreak intelligence.

Evaluate

Judge AI outputs for evidence quality, reliability, bias and responsible use.

Full progression outcomes

Build capability you can use in practice.

By completing the full progression — through to Black Belt — you'll develop the ability to:

Apply AI tools to epidemiological and surveillance workflows
Explore patterns and signals within population-health information
Use AI to support evidence synthesis and epidemiological investigation
Evaluate AI-generated analysis for reliability, bias and limitations
Integrate AI responsibly into outbreak-intelligence workflows
Communicate AI-supported findings appropriately
Assess where AI adds value — and where professional judgement must prevail
Progress toward leading responsible AI adoption within epidemiological practice
Your certification journey

One certification. Four levels of capability.

Start with the foundations and progress as far as your professional goals require.

White Belt · Foundation

Build the foundation.

Refresh your epidemiological foundations, understand the fundamentals of AI, and begin connecting the two.

I understand.

Explain the role of AI across core epidemiological functions — surveillance, outbreak investigation, analysis, communication and policy
Distinguish, at a practical level, between machine learning, NLP, predictive analytics and causal AI
Identify where AI is already applied within disease surveillance and public-health intelligence systems
Describe how AI can support epidemiological analysis without replacing epidemiological reasoning
Recognise key limitations of AI-generated outputs — bias, poor-quality data, false signals and inappropriate inference
Explain fundamental ethical, privacy and governance considerations in AI-enabled surveillance
Assess, at a basic level, the AI readiness of an epidemiological or surveillance environment
01Epidemiology in an AI-enabled environment
02AI fundamentals for epidemiologists
03AI in disease surveillance
04AI in outbreak intelligence
05Evidence, reliability and bias
06Ethics and governance
Knowledge Assessment

30–40 questions covering epidemiology/AI foundations, surveillance applications, limitations and responsible use.

AI Readiness Snapshot

A short applied reflection assessing a surveillance environment — identifying potential AI use cases, key risks and where professional judgement must remain central.

At a glance
Level
Foundation
Study mode
100% online, self-paced
Learning time
10–15 hours
Typical completion
2–3 weeks
Assessment
Knowledge Assessment + AI Readiness Snapshot
Credential
McKellar White Belt Professional Certificate — Digital Credential
Ready when you are
Pay per belt, or save with a Pathway Plan.
Register NowView Fees & Plans

Your capability develops with every belt.

Understandwhite
Applyyellow
Integrategreen
Leadblack

Each belt builds on the capability developed at the level before it.

Real-world applications

Where could AI change the way you work?

The full range of applications below reflects capability developed across the complete progression to Black Belt.

Disease Surveillance

Identify patterns and emerging signals across surveillance information.

Outbreak Intelligence

Support rapid synthesis and interpretation during outbreak investigation.

Epidemiological Analysis

Use AI-assisted approaches to interrogate and interpret health data.

Evidence Synthesis

Accelerate literature interrogation and evidence assessment.

Risk Communication

Support development and evaluation of epidemiological communication.

Population Health Intelligence

Combine information sources to support evidence-informed decisions.

Built for your profession

For professionals working with populations, patterns and evidence.

EpidemiologistsPublic health professionalsDisease surveillance professionalsOutbreak-response professionalsPublic health researchersHealth programme professionalsGovernment & health-agency professionalsGlobal health professionals
No programming knowledge required.
No data-science background required.
No previous AI experience required for White Belt.
Earn a verifiable credential

Demonstrate capability.
Don't just watch videos.

Each belt has scenario-based assessments that require you to apply your knowledge in realistic epidemiological contexts.

Applied activities and practical tasks
Scenario-based assessments
Professional-context evaluation
Progressive capability standards
McKellar White Belt Professional Certificate — AI in Epidemiology & Outbreak IntelligenceMcKellar Yellow Belt Professional Certificate — AI in Epidemiology & Outbreak IntelligenceMcKellar Green Belt Professional Certificate — AI in Epidemiology & Outbreak IntelligenceMcKellar Black Belt Professional Certificate — AI in Epidemiology & Outbreak Intelligence
Certificate numberOnline verificationQR verificationDigital credentialShareable professional achievement
Assessment philosophy

Each belt answers a different question.

Assessment is applied and scenario-based — capability is demonstrated, not attended.

White Belt
Can you judge the fundamentals?
Knowledge + applied judgement
Yellow Belt
Can you apply AI to real problems?
Applied use + tool evaluation
Green Belt
Can you integrate and evaluate AI approaches?
Integration + capstone design
Black Belt
Can you lead and defend adoption decisions?
Implementation + professional defence

Overall indicative learning effort: approximately 120–165 hours across the full White-to-Black progression.

Choose how you progress

Start with White. Decide how far to go.

Each price is the fee for that single belt only — you pay per level, as you progress. All fees are in USD.

01
$399
White Belt
Foundation
02
$799
Yellow Belt
Practitioner
03
$1,399
Green Belt
Specialist
04
$2,299
Black Belt
Professional Leader

Pricing varies by country → View your fee

Not sure how far to go?

You don't need to decide today whether you'll complete all four belts.

New to AI in epidemiology?White Belt
Building practitioner capability?White + Yellow
Want advanced capability?White → Green
Building toward leadership?Complete pathway

Regardless of how you pay, every learner begins at White and earns each belt sequentially.

What professionals say

Built for work beyond the classroom.

“The examples and tools were immediately relevant to our surveillance work. I started with White Belt and continued through Green.”

Dr. Aisha Khan
Epidemiologist · Pakistan
Green Belt

“This certification helped me introduce AI-supported epidemiological workflows in my team responsibly and with confidence.”

Michael Oduro
Surveillance Lead · Ghana
Black Belt

“Well structured, practical and globally relevant. The progression model makes it easy to build capability step by step.”

Dr. Linh Nguyen
Public Health Advisor · Vietnam
Yellow Belt

Illustrative testimonials — to be replaced with real learner feedback.

Want the details?

Take the certification guide with you.

Download the complete AI in Epidemiology & Outbreak Intelligence guide, including curriculum, learning outcomes, assessment, belt progression and fees.

Download Certification Guide (PDF)
Have a question? Let our team help.
Frequently asked questions

Certification-specific answers.

No. White Belt assumes no previous AI experience — it builds the foundations from the ground up.

No. You can pay one belt at a time, or choose a Pathway Plan for a lower combined fee.

Yes. Your completed belts remain valid, and you can enrol in the next level whenever you're ready.

Most learners plan for 6–8 hours per week. The certification is self-paced, so you can adjust around your work.

Every certificate carries a unique certificate number, an online verification link and QR verification.

Yes. We can invoice your organisation directly and provide the documentation your finance team needs — contact us to arrange it.

No. The certification is built for public health professionals, not developers. All tools are introduced within the course.

Yes. Every belt is a credentialed milestone in its own right — you can stop, or pause, at any level.

Through applied, scenario-based activities set in realistic epidemiological contexts, assessed against that belt's capability standard.

Yes. Each successfully completed belt earns its own McKellar Professional Certificate and digital credential.

Yes. The certification is 100% online, with fees informed by your nationality — see the Certification Fees page.

Ready to begin?

Every expert starts
with the foundations.

Build your AI capability in epidemiology and outbreak intelligence — one belt at a time.

Start White BeltDownload Certification Guide
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