BERKELEY SCHOOL OF BUSINESS, ARTS & SCIENCES

Overview

It is an advanced certification offered by INFORMS for experienced analytics leaders and senior practitioners. It validates mastery of the complete analytics lifecycle, from strategic business problem identification and data governance to advanced analytical modelling and solution deployment. Additionally, the certification covers organizational change management and continuous performance improvement. Candidates must meet the required education and professional experience criteria, demonstrate their competencies, agree to the INFORMS Code of Ethics, and pass the certification examination. Furthermore, CAP Expert is based on the internationally recognized INFORMS Analytics Framework. It confirms the ability to lead complex analytics programs, mentor analytics teams, influence executive decision-making, and implement enterprise-wide data-driven strategies. Finally, the certification is designed for analytics managers, data science leaders, chief data officers, consultants, directors, and senior decision-makers seeking the highest professional recognition in analytics.

Feature	Details
Delivery Mode	Classroom, Live Online, or Blended Learning
Prerequisites	Analytics experience is recommended. Candidates should meet the eligibility requirements for the CAP certification.
Key Topics	Business Problem Framing, Analytics Methodology, Data Management, Model Building, Deployment, Model Lifecycle Management, and Professional Ethics
Who Should Attend	Data Analysts, Business Analysts, Data Scientists, Analytics Managers, Consultants, IT Professionals, and Decision-Makers
Learning Outcomes	Apply analytics frameworks, manage analytics projects, develop predictive models, communicate insights, and support data-driven business decisions
Certification	Participants who complete the course requirements receive a CAP Expert course completion certificate from Berkeley School of Business & Arts Sciences. The CAP credential is awarded separately by the official certification body upon meeting its eligibility and examination requirements.

Offered By

Institute for Operations Research and the Management Sciences (INFORMS)

Head Office

Institute for Operations Research and the Management Sciences (INFORMS), Catonsville, Maryland, United States of America

Members

12,000 members. Its community includes analytics professionals, data scientists, operations researchers, artificial intelligence specialists, business leaders, academics, consultants, and government practitioners. Additionally, these professionals work across a wide range of industries worldwide.

Vision & Mission

The vision of the INFORMS Analytics Certification Board is to establish the highest global standards of excellence in analytics leadership through internationally recognized professional certification. Furthermore, its mission is to certify experienced analytics professionals who demonstrate advanced technical expertise, ethical leadership, and strategic decision-making. It also recognizes their ability to deliver sustainable organizational value through enterprise-wide analytics and data-driven innovation.

What is the eligibility?

Applicants must hold a master’s or doctoral degree with at least two years of analytics work experience.
Alternatively, applicants may hold a bachelor’s degree with at least four years of analytics work experience.
Additionally, professionals without a degree must have at least eight years of analytics work experience.
A current or former employer, colleague, or recent client must verify the applicant’s professional skills.
The verification should cover stakeholder engagement, problem framing, teamwork, communication, and value delivery.
Furthermore, candidates must submit the CAP-Expert application and provide all required supporting documents.
They must also agree to the INFORMS CAP Code of Ethics.
Finally, applicants must receive approval before registering for the certification examination.

Who can do?

anyone who is interested to learn about following concepts can pursue Certified Analytics Professional – CAP Expert (CAP-X):

Enterprise Analytics Strategy, Advanced Business Problem Framing, Analytics Problem Framing, Enterprise Data Strategy, Data Governance, Technical Solution Architecture, Advanced Methodology Selection, Model Development and Integration, Analytics Portfolio Management, Enterprise Solution Deployment, Analytics Lifecycle Governance, Stakeholder Alignment, Executive Communication, Analytics Risk and Ethics, Business Value Realisation.

individuals with the following designations:

Chief Data Officer, Chief Analytics Officer, Vice President of Analytics, Director of Analytics, Head of Data and Analytics, Analytics Strategy Director, Principal Data Scientist, Lead Data Scientist, Data Science Manager, Decision Science Director, Business Intelligence Director, Analytics Programme Director, Enterprise Analytics Architect, Senior Analytics Consultant.

Course structure

Module 1: Business Problem (Question) Framing

This module develops the advanced ability to identify, refine and evaluate complex organizational problems suitable for analytics solutions. Participants learn to align stakeholder perspectives, establish a business case and obtain sponsorship for analytics initiatives. This domain represents 16% of the CAP-Expert examination.

Developing and Refining the Business Problem Statement

Identifying Stakeholders and Evaluating Their Perspectives

Assessing Analytics Feasibility and Creating the Business Case

Securing Sponsor Agreement and Stakeholder Alignment

Module 2: Analytics Problem Framing

This module covers the translation of strategic business challenges into clearly defined analytics problems. Participants learn to establish inputs, outputs, assumptions, success measures, baseline performance and risk-mitigation strategies. This domain represents 17% of the CAP-Expert examination.

Translating Business Questions into Analytics Problems

Defining Drivers, Inputs, Outputs and Assumptions

Establishing Success Measures and Baseline Performance

Evaluating Risks and Securing Stakeholder Alignment

Module 3: Data

This module addresses the strategic identification, acquisition, preparation and governance of data required for advanced analytics initiatives. Participants learn to manage complex data sources, evaluate quality, document findings and update problem statements based on data evidence. This domain represents 21% of the CAP-Expert examination.

Prioritising Data Requirements, Sources and Structures

Developing Data Management and Acquisition Plans

Cleaning, Harmonising, Transforming and Validating Data

Assessing Data Quality and Reporting Data Findings

Module 4: Methodology (Approach) Framing

This module focuses on selecting advanced analytical methods, technical architectures and technology stacks. Participants evaluate alternative approaches according to organizational objectives, data availability, resources, scalability and operational constraints. This domain represents 13% of the CAP-Expert examination.

Identifying Appropriate Analytical Methods and Techniques

Evaluating Methodologies Against Data and Resources

Designing the Technical Solution Architecture

Evaluating and Selecting the Technology Stack

Module 5: Analytics/Model Development

This module covers the expert-level design, construction, calibration and integration of analytical models. Participants learn to evaluate performance, incorporate stakeholder input, manage model limitations and communicate findings to decision-makers. This domain represents 16% of the CAP-Expert examination.

Designing Model Structures and Analytical Solutions

Building, Verifying and Evaluating Models

Calibrating and Integrating Multiple Models

Documenting and Communicating Model Findings

Module 6: Deployment

This module covers the strategic validation, implementation and integration of analytics solutions into organizational operations. Participants learn to secure stakeholder approval, establish deployment requirements and support production testing and verification. This domain represents 10% of the CAP-Expert examination.

Conducting Business Validation of Analytics Solutions

Reporting Findings and Securing Deployment Approval

Defining Model, System, Usability and Business Requirements

Supporting Production Implementation, Testing and Verification

Module 7: Analytics Solution Lifecycle Management

This module addresses the continuous governance, monitoring and improvement of deployed analytics solutions. Participants learn to recalibrate models, maintain documentation, support user training and verify that solutions continue to produce valid results and organizational value. This domain represents 7% of the CAP-Expert examination.

Monitoring Analytics Solution Performance

Recalibrating and Maintaining Analytics Solutions

Supporting Training and Validating the Business Case

Evaluating Side Effects and Maintaining Documentation

Learning Methodology

Berkeley offers expertly developed learning materials tailored to meet participants' needs, ensuring comprehensive coverage of the syllabus and optimal exam preparation.

‣ Tailored Material: Guides are designed to cover the entire syllabus, offering full preparation and deep understanding.

‣ In-Depth Content: Unlike superficial outlines, our materials provide fully developed theories and concepts, equipping participants with complete knowledge.

‣ Strategic Study: We help participants prioritize study time by indicating the weight of each topic, allowing efficient focus on crucial areas.

‣ Difficulty Levels: Topics are labeled as "Awareness" or "Proficiency," guiding participants to allocate time based on the required depth of knowledge.

‣ Comprehensive Coverage: Our materials include detailed theory and a glossary of technical terms to clarify complex concepts.

‣ Effective Learning Techniques: Visual aids and memorization techniques ensure long-lasting retention, helping candidates succeed.

Berkeley’s methodologies equip participants with the essential knowledge and tools for both exams and future success.

Lectures

Our lecture plan integrates structured learning with interactive teaching methods, promoting engagement and collaboration. This approach ensures a comprehensive understanding of concepts, fostering critical thinking and practical application in real-world scenarios.

Practice Session

Practice sessions offer hands-on experience through guided exercises, enhancing skills and reinforcing knowledge. This practical approach ensures mastery of concepts, promoting.

Mock Examination

Mock examinations simulate real test conditions, providing valuable practice and assessment. This helps identify strengths and weaknesses, ensuring thorough preparation and boosting confidence for actual exams.

Berkeley Middle East Performance Standards

Evaluates and ensure the quality of the training program and all its deliverables. This is measured through the following indicators:
‣ Instructors' experience and style in presenting and explaining topics.
‣ Variety and balance of teaching methods (such as discussions, case studies, mock exams and videos) used in the course to ensure retention and to match the learning objectives.
‣ Level of interactivity.
‣ Feedback from program participants
‣ Full compliance with Institute standards and guidelines for preparation and study requirements and methodology.
‣ Progress reports from the training program provider.

What Are The Exam Information?

Accreditation	ANAB-accredited under ISO/IEC 17024
Application Requirement	Application approval required before registration
Application Fee	USD 55, non-refundable
Exam Fee	USD 440 for members; USD 640 for non-members
Exam Format	Approximately 105–120 multiple-choice questions; 100 scored
Exam Type	Closed-book, English, software-neutral, technology-neutral and vendor-neutral
Exam Duration	3 hours
Appointment Time	Approximately 4–5 hours
Exam Availability	Available throughout the year
Delivery Method	Testing center or online remote proctoring
Application Review	Normally within seven business days after skills verification
Testing Window	12 months from application approval
Passing Criteria	Criterion-referenced; passing score not publicly disclosed
Results	Immediate pass or fail; digital score report within 48 hours

Exam Locations

The CAP Expert examination can be taken at Meazure Learning computer-based testing centers worldwide or through online remote proctoring. Testing-center locations and appointment availability should be confirmed through the official scheduling platform.

Online Remote Proctoring

Worldwide Meazure Learning Testing Centres

Success Stories

“As a strong advocate for education and human development, I commend Berkeley for its exceptional commitment to empowering future leaders. The institution stands as a symbol of excellence, innovation, and opportunity. Students who walk its halls are nurtured with knowledge, values, and vision, qualities that contribute to building a stronger and more prosperous future for our nation.”- H.H. Shaikh Khalifa Al Hamid

Visit Our Alumni

Alumni Benefits
‣ Exclusive Networking Events: Access invitations to industry-leading events and thought-leadership gatherings featuring renowned speakers.

‣ Monthly Updates: Stay informed with a newsletter highlighting the latest research, events, and activities from the school.

‣ LinkedIn Community Access: Join the Executive Education LinkedIn group for networking and professional development opportunities.

‣ Educational Discounts: Enjoy a 20% discount on open-enrollment programs and access to workshops focused on emerging trends.

‣ Global Alumni Network: Connect with a diverse alumni community through the Berkeley School’s online network and engage in country and interest groups.

Is It Worth the Investment?

Earning the CAP Expert certification demonstrates expert-level mastery of the complete analytics lifecycle and the ability to establish strategy, lead teams and drive organizational outcomes through analytics. As the highest level of the INFORMS CAP framework, CAP-X is vendor- and technology-neutral and accredited by the ANSI National Accreditation Board under ISO/IEC 17024.

United Kingdom: £28,000–£65,000
United States: USD 54,000–USD 159,000
United Arab Emirates: AED 96,000–AED 320,000
Canada: CAD 51,000–CAD 128,000
Saudi Arabia: SAR 96,000–SAR 281,000

Progression Route:

CAP Expert is the highest level within the INFORMS Certified Analytics Professional framework. Certification holders can progress into senior strategic roles such as Principal Data Scientist, Analytics Director, Head of Data and Analytics, Vice President of Analytics, Chief Analytics Officer and Chief Data Officer. Further development may include advanced study in artificial intelligence, machine learning, enterprise data governance, analytics strategy and executive leadership. CAP Expert (CAP-X) professionals may also contribute through consulting, research, mentoring, professional education and industry thought leadership. The certification must be maintained every three years by earning at least 30 Professional Development Units across a minimum of three approved categories.

To strengthen your analytics and decision-making skills, you may also be interested in our Certified Big Data and Data Analytics Practitioner course and Data Analytics for Decision-Makers (Excel to Power BI) program, which complement the knowledge gained through the CAP Expert course. In addition, professionals preparing for certification can review the official Certified Analytics Professional – CAP-Pro (CAP-P) requirements, eligibility criteria, and recertification guidelines on the INFORMS website. Together, these learning resources provide a comprehensive pathway for developing advanced analytical capabilities and supporting long-term career growth.

What You Earn

You will get a certificate of completion, which is highly reputed and accepted by employers

Strengthen Enterprise Analytics Strategy

Develop the ability to align analytics initiatives with organizational objectives, stakeholder priorities and measurable business outcomes.

Improve Executive Decision-Making

Strengthen your ability to evaluate risks, communicate complex findings and support senior decision-makers with reliable analytical evidence.

Advance into Analytics Leadership

Support progression towards roles such as Analytics Director, Head of Data and Analytics, Chief Analytics Officer and Chief Data Officer.

Lead Complex Analytics Initiatives

Enhance your capability to guide multidisciplinary teams through problem framing, data strategy, model development, deployment and lifecycle management.

Related courses

Data Governance, Protection and Compliance Management

Data Governance, Protection, and Compliance Management ensure secure, ethical, and legal use of data within an organization. It promotes data quality, reduces risks, and enables regulatory compliance.

Certified Data Management Professional

CDMP certifies data professionals in essential domains like data governance, quality, and analytics.It signifies industry-aligned knowledge and leadership in enterprise data management.

Executive Leadership & Strategic Thinking

Duration: 5 days

Price: AED 8,000 – 12,000

Why it sells: Deloitte UAE notes 92% of firms see leadership gaps. UAE Vision 2031 emphasises leadership in government & private sector.

Level 8 Diploma in Strategic Management and Leadership

This Level 8 Diploma is designed to develop and implement effective strategies within ambitious and growing organizations. Strategic management is intended for executive directors and senior managers, as well as professionals with the authority and vision to translate organizational strategy into strong corporate performance.

Level 7 Diploma in Data Science

With the rise of cloud computing, big data, and artificial intelligence, data science has become a leading fourth-generation profession. The Level 7 Diploma in Data Science prepares aspiring Data Scientists, Data Analysts, and Artificial Intelligence specialists for growing career opportunities in these fields. The Diploma helps learners develop essential skills in mathematics, statistics, and programming using R, Python, and SQL. It also provides a strong foundation for progressing to Master’s Degrees in various related disciplines.

Business Strategy & Innovation

The Business Strategy & Innovation program equips professionals with the knowledge and practical skills to develop competitive business strategies, drive innovation, and lead sustainable organizational growth in dynamic global markets.

Certified Analytics Professional – CAP Essentials (CAP-E)

CAP Essentials (CAP-E) is the entry-level certification in the Certified Analytics Professional (CAP) program. First, it introduces learners to the fundamental principles of analytics and data-driven decision-making. In addition, it develops essential business problem-solving skills and provides a structured understanding of the analytics lifecycle. Furthermore, participants learn key concepts that support practical business applications and analytical thinking.

Certified Analytics Professional – CAP-Pro (CAP Pro)

CAP Pro is a professional analytics training course designed for business analysts, data analysts, data scientists, managers, and decision-makers who want to develop practical analytics skills and prepare for the Certified Analytics Professional (CAP) credential. Throughout the course, participants learn to frame business problems, manage data, build analytical models, communicate insights, and support data-driven decision-making.

FAQ?

What is the CAP Expert (CAP-X) certification?

Who awards the CAP-Expert certification?

Who should pursue CAP-Expert?

What are the education and experience requirements?

Is professional-skills verification required?

Which domains are covered in the CAP-X examination?

What is the CAP-Expert examination format?

Is the examination open book or programming-based?

How do candidates apply for CAP-Expert?

Where and when is the CAP-X examination offered?

What is the CAP Expert passing criteria?

How long is CAP Expert certification valid?

CAP Expert is a comprehensive professional training course designed for analytics professionals, business leaders, managers, and decision-makers who want to develop advanced analytics skills and prepare for the Certified Analytics Professional (CAP) certification. Throughout the course, participants learn data analysis, predictive modelling, business problem-solving, decision-making, and analytics governance while applying industry-recognized best practices in real-world business environments.

Certified Analytics Professional – CAP Expert

Overview

Offered By

Head Office

Members

Vision & Mission

What is the eligibility?

Who can do?

Course structure

Module 1: Business Problem (Question) Framing

Module 2: Analytics Problem Framing

Module 3: Data

Module 4: Methodology (Approach) Framing

Module 5: Analytics/Model Development

Module 6: Deployment

Module 7: Analytics Solution Lifecycle Management

Learning Methodology

Berkeley Middle East Performance Standards

What Are The Exam Information?

Success Stories

Alumni Benefits

Is It Worth the Investment?

Progression Route:

What You Earn

Strengthen Enterprise Analytics Strategy

Improve Executive Decision-Making

Advance into Analytics Leadership

Lead Complex Analytics Initiatives

Related courses

FAQ?

Contact Us