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CPMAI
PMI Certified Professional in Managing AI (PMI-CPMAI)™

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Intermediate
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Course Overview

With artificial intelligence redefining how organizations innovate and deliver value, professionals must master both AI fundamentals and structured project methodologies. The Certified Professional in Managing AI (CPMAI™) certification, offered through the PMI, provides a globally recognized framework that merges project management best practices with AI-specific lifecycle models.

The aim of this c

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Key Takeaways

1
Interpret and apply the five CPMAI™ V7 Performance Domains across AI and ML initiatives.
2
Evaluate business needs and define cognitive project objectives aligned with strategic goals.
3
Manage data readiness, quality, and governance within AI project environments.
4
Apply ethical frameworks and risk management in the development and deployment of AI models.
5
Demonstrate readiness to earn the PMI-endorsed CPMAI™ V7 certification.

Project Management Institute
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The Project Management Institute (PMI)® is the world's leading not-for-profit professional association for the project management profession, with a global community of over 700,000 members, credential holders, and volunteers across nearly every country. PMI sets the global standard for project, program, and portfolio management through its internationally recognized frameworks, research, and credentialing systems, including the PMBOK® Guide, The Standard for Program Management, and a comprehensive suite of professional certifications that define career excellence worldwide. PMI credentials are widely regarded as the most respected and globally recognized qualifications in the profession, empowering individuals to advance their careers and enabling organizations to build high-performing, strategically aligned teams. As an authorized training provider, LEORON delivers PMI-aligned programs that meet the rigorous standards required for exam eligibility, continuing education, and professional development. PMI™, PMP®, PgMP®, PfMP®, PMI-ACP®, PMI-RMP®, PMI-PBA®, CAPM®, and the PMI logo are registered marks of Project Management Institute, Inc.

Course Outline

Domain 1
AI Fundamentals (16%)

• Overview of Artificial Intelligence and Cognitive Technologies

• Definitions, Terminology, and Core Concepts

• Key Differences Between Traditional Software and AI Projects

• AI Business Use Cases and Market Applications

• Foundations of Cognitive Computing, NLP, CV, and Predictive Analytics

Domain 2
CPMAI Methodology (41%)

• Overview of CPMAI™ Methodology and Phases (I–VI)

• Phase I: Business Understanding – Strategic Alignment and Value Drivers

• Phase II: Data Understanding – Identifying, Profiling, and Exploring Data

• Phase III: Data Preparation – Cleaning, Structuring, and Labeling

• Phase IV: Model Development – Choosing and Training AI Models

• Phase V: Evaluation – Validating Model Accuracy and Relevance

• Phase VI: Deployment – Operationalization, Monitoring, and Governance

• Iterative Process Management and Phase Transitions

• CPMAI Templates, Use Cases, and Best Practices

Domain 3
Machine Learning (13%)

• Overview of Machine Learning Concepts and Lifecycle

• Supervised vs. Unsupervised Learning Models

• Model Training, Testing, and Validation Techniques

• Overfitting, Bias, and Model Optimization

• Performance Metrics and Interpretability

Domain 4
Data for AI (13%)

• Data Requirements in AI Projects

• Evaluating Data Quality, Completeness, and Volume

• Metadata, Taxonomy, and Feature Engineering

• Data Governance, Compliance, and Security

• Structuring Data Pipelines for ML Readiness

Domain 5
Managing AI (8%)

• Project and Program Management in AI Contexts

• Aligning AI Projects with Organizational Portfolios

• Change Management and Cross-functional Team Coordination

• Scheduling, Resourcing, and Budgeting AI Programs

• Monitoring Risks, Dependencies, and Stakeholder Communication

Domain 6
Trustworthy AI (9%)

• Principles of Responsible and Ethical AI

• Identifying and Mitigating Bias in Data and Models

• Fairness, Transparency, and Explainability in AI

• Risk Management, Accountability, and Governance Structures

• Documentation and Regulatory Considerations

Who Should Attend?

This highly practical and interactive course has been specifically designed for

AI Project Managers

 

Data Scientists

Machine Learning Engineers

Digital Transformation Leaders

IT Project Leads

Program Managers

PMO Analysts

Business Analysts

Product Owners

 

Risk & Compliance Officers

 

 

Ethics Officers

Public Sector Decision Makers

FAQ

What language will the course be taught in and what level of English do I need to take part in an LEORON training program?
Most of our public courses are delivered in English language. You need to be proficient in English to be able to fully participate in the workshop and network with other delegates. For in-house courses we have the capability to train in Arabic, Dutch, German and Portuguese.
Are LEORON Public courses certified by an official body/organization?
LEORON Institute partners with 20+ international bodies and associations.We also award continuing professional development credits (CPE/PDUs) for:1. NASBA (National Association of State Boards of Accountancy) 2. Project Management Institute PDUs 3. CISI credits 4. GARP credits 5. HRCI recertification credits 6. SHRM recertification credits
What is the deadline for registering to a public course?
The deadline to register for a public course is 14 days before the course starts. Kindly note that occasionally we do accept late registrations as well, but this needs to be confirmed with the project manager of the training program or with our registration desk that can be reached at +1071 4 1075 5711 or [email protected].
What does the course fee cover?
The course fee covers a premium training experience in a 5-star hotel, learning materials, lunches & refreshments, and for some courses, the certification fee and membership with the accrediting bodies.
Does LEORON give discounts?
Yes, we can provide discounts for group bookings. If you would like to discuss a discount on a corporate level, we will be happy to talk to you.

Reviews

  • Review:
    Certified Professional in Quality and Patient Safety
    We have been working with LEORON for the past two years and will be working with them again this upcoming year. The programs they delivered were fruitful and exciting and our organization has received positive feedback from the participants. What our organization aims to do is to provide at no cost training for all the private sector employees so that they may benefit from our offered programs in Innovation and Professional development. Leoron has helped us achieve this goal. We look forward to continuing this service and wish them the best of luck. Regards,
    Nasser M. Al-Subaie
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    Certified Professional in Quality and Patient Safety
    Since the partnership was signed between BAE Systems Saudi Development & Training and LEORON in 2017, we have been working together to offer the Saudi market a complete portfolio of training solutions benefiting from the wide and extensive experience of both parties. Recognizing the great success of this partnership, we are looking for further collaborations in the future that will position both companies as one of the leading training providers in Saudi Arabia. We thank the LEORON team for their full cooperation and continuing support, and look forward to further success together in the years to come.
    Emad Alrajih
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    Certified Professional in Quality and Patient Safety
    Dating back to 2014, Mobily’s “LEORON” experience has grown from a single collaboration to a long-term partnership. We consider “LEORON” Institute as a strategic partner, whose contribution has been nothing but premium in equipping our staff with field-based knowledge and information. Past three years have resulted with an expanded collaboration with superior customer service and support. Best Regards,
    Turki S. Alsahaan
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    IAMM Internal Audit Maturity Model
    In recognition of their dedication and contribution supporting IKEA Saudi Arabia in arranging training programs during 2017 & 2018, looking forward for more development and exciting effort this year. On behalf of IKEA Saudi Arabia, THANK YOU!
    Dalal Kutbi