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Foundations that translate to decisions
Understand AI, ML, DL, training vs inference, and key limitations like data dependency, overfitting, and domain shift—so you can interpret outcomes, not just headlines.
GIofAI Professional Certification
Certified AI Practitioner (CAIP)™
The Certified AI Practitioner (CAIP) exam is intended for professionals and students who wish to validate their ability to build, deploy, and manage AI solutions in real - world enviornments.
Secure proctored assessment
Vendor-neutral capability validation
Verifiable certificate & transcript
Professional designation
CAIP™ Career level
Entry Level
CAIP™ Career level
Entry Level
Duration90 minutes
Questions250 MCQs
Pass threshold70%
LevelIntermediate to Advanced
DeliveryGIofAI Exam Portal
Self-paced Course
Learn with labs & projects at your own pace.
Practice Exam
Timed questions with instant feedback & review.
Professional outcome
AI is everywhere—credible practitioners are rare.
CAIP is built for professionals who need to evaluate AI claims, choose fit-for-purpose methods, and apply responsible practices—without requiring coding or advanced math.
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Modern methods, clearly explained
Move beyond buzzwords: supervised vs unsupervised vs reinforcement learning, NLP and vision basics, and what GenAI can (and cannot) do—plus how to manage hallucinations.
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Responsible AI as a core skill
Learn practitioner-ready governance: fairness, transparency, accountability, privacy concepts (PII, minimization, retention), and risk controls that align with modern regulatory expectations.
Who it suits
Designed for professionals working where capability meets real delivery.
Designed for professionals applying these capabilities in real delivery environments.
Practitioners building production systems
For professionals shipping models, pipelines and AI-enabled products.
Engineers & technical specialists
For people responsible for development, evaluation, deployment and monitoring.
Product & solution professionals
For teams translating requirements into reliable, responsible AI solutions.
Consultants & technical strategists
For advisors guiding architecture, adoption, risk and implementation choices.
Exam blueprint
7 domains that reflect the full assessment scope.
The assessment spans the domains below. Weightings indicate relative emphasis in the exam.
Fundamentals of AI
15%AI vs ML vs DL hierarchy and everyday examples Historical evolution: Turing → expert systems → ML → deep learning → GenAI Rule-based systems vs data-driven learning Key terms: algo...
AI Technologies & Methods
20%Supervised, unsupervised, and reinforcement learning—when to use each NLP fundamentals: chatbots, translation, sentiment, summarization Computer vision: detection, recognition, ins...
Data & AI Foundations
15%Data quality, quantity, and bias impacts on reliability and fairness Structured vs unstructured vs semi-structured data (tables, text, JSON/XML) Training vs validation vs testing—g...
AI Applications Across Industries
15%Finance, healthcare, retail & supply chain, manufacturing, public sector patterns Everyday AI: recommendations, assistants, maps, spam filters, smart photos Enterprise trends: deci...
Responsible AI & Ethics
15%Fairness, transparency, accountability—practical definitions Bias sources: data, algorithmic, societal (with examples) Governance basics: policies, reviews, monitoring, incident re...
AI Strategy & Future Trends
10%AI in transformation: automation, personalization, insights, innovation Maturity stages: experimenting → operationalizing → scaling → transforming Build vs buy considerations: tale...
AI Practitioner Skills
10%AI literacy: probabilistic outputs, limits, and why verification matters Communicating AI with clarity: analogies and outcome-driven messaging Identifying use cases: repetitive, da...
Assessment experience
Know the format before you commit.
A 90-minute assessment with 250 questions, a 70% passing threshold, delivered through the GIofAI Exam Portal.
Exam at a glance
Duration90 min
Questions250
FormatMultiple Choice
Pass70%
Negative markingNone
LanguagesEnglish
Your certification journey
1
Prepare against the published blueprint
Use official study materials and the practice assessment to identify weaker domains.
2
Complete identity verification
Government ID and candidate verification are required for the professional assessment.
3
Sit the proctored examination
Complete the assessment through the GIofAI Exam Portal under monitored conditions.
4
Receive your provisional result
See the provisional outcome immediately after submission.
5
Access your verified credential
Your certificate and detailed transcript are available in the learner dashboard after verification.
Credential value
A designation you can verify, share and carry into professional conversations.
The value of the certification is the combination of controlled assessment, identity verification, domain-level performance evidence and a verifiable professional credential.
CAIP
Certified AI Practitioner
A professional GIofAI designation supported by a digital certificate and official transcript. The transcript records section-level performance, giving the credential more context than a simple completion badge.
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Verified professional designation
Identity-verified assessment under controlled examination conditions.
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Detailed performance transcript
Section-wise performance information for a clearer view of your assessed capability.
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Shareable digital certificate
A professional credential designed to be verifiable and shareable with employers and professional networks.
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Clear next-step pathway
Use CAIP as a core credential before moving into deeper specialisations.
CAIP Exam Guide
Review the blueprint before you register.
Get the certification overview, domain weightings, exam format and preparation guidance in one concise guide.
Frequently Asked Questions
Quick clarity on format, preparation, outcomes, and what CAIP is designed to validate.
What does CAIP validate?
CAIP validates the ability to apply foundational AI concepts, understand core methods (including GenAI), work with data fundamentals, and make responsible AI decisions in real-world scenarios—without requiring coding or advanced math.
Is the assessment open book?
Typical delivery is closed book with no external assistance. Environment checks and monitoring help ensure fairness and integrity for all candidates.
What is the usual duration and number of questions?
 CAIP is typically 50–60 multiple-choice questions (commonly 55). Duration is configurable from 60–120 minutes, with 60–90 minutes recommended for standard delivery.
What score do I need to pass?
The pass threshold is 70%. Each question carries equal weight, and there is no negative marking.
Can I retake the assessment?
Candidates may retake up to two times within six months of the first attempt, with a recommended waiting period of seven days between attempts. Retakes may require a separate purchase.
Prove AI fluency with a practitioner-grade baseline.
Register for the CAIP assessment, review the syllabus weightage, and sit the exam when you’re prepared. Designed for professionals who need confident AI judgment—across foundations, methods, data, and responsible practice.