BERKELEY SCHOOL OF BUSINESS, ARTS & SCIENCES

Overview

The CAP-Pro certification from INFORMS validates practical expertise across the analytics lifecycle, including business problem definition, data preparation, modeling, deployment, communication, and solution management. It is a vendor-neutral, industry-recognized certification that prepares professionals to solve complex business problems and progress toward CAP Expert.

Key Area	Information
Advanced Analytics	Apply advanced analytical methods to solve complex business and organizational problems
Data Science	Use data science techniques, statistical methods, and analytical models to generate actionable insights
Predictive Modeling	Develop and evaluate models to identify patterns, forecast outcomes, and support data-driven decisions
Analytics Strategy	Align analytics initiatives with business objectives, performance goals, and organizational requirements
Business Intelligence	Transform complex data into meaningful insights, reports, and recommendations for strategic decision-making

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

INFORMS connects more than 12,000 global professionals, researchers, educators, consultants, executives, and students across analytics, operations research, AI, business intelligence, and data science.

Vision & Mission

Vision: To strengthen the global analytics profession through excellence, ethical practice, and internationally recognised standards.

Mission: To certify analytics professionals who apply analytical thinking, advanced methodologies, and data-driven decision-making to solve complex business challenges and deliver measurable organisational value.

What is the eligibility?

The CAP Pro examination has no formal education, professional experience, application, or prerequisite requirements.
It is open to analytics practitioners who want to validate their ability to manage or significantly contribute to end-to-end analytics projects.
Additionally, CAP Pro is suitable for professionals with approximately two or more years of analytics experience.
Candidates should also have practical involvement in at least one analytics initiative.
Furthermore, candidates must agree to the INFORMS Code of Ethics.
They must register for the examination.
Finally, candidates must achieve the required passing score to earn the certification.

Who can do?

Anyone who is interested to learn about following concepts can pursue Certified Analytics Professional – CAP-Pro (CAP Pro):

Analytics Project Ownership, Business Problem Framing, Analytics Problem Framing, Data Strategy and Governance, Data Quality Management, Analytical Methodology Selection, Model Development, Model Calibration and Validation, Analytics Solution Deployment, Analytics Lifecycle Management, Stakeholder Communication, Analytics Risk Management, Data-Driven Decision-Making.

Individuals with the following designations:

Data Analyst, Senior Data Analyst, Business Intelligence Analyst, Business Analyst, Analytics Consultant, Data Scientist, Decision Scientist, Operations Research Analyst, Quantitative Analyst, Product Analyst, Risk Analyst, Analytics Project Lead, Data Analytics Manager, Reporting and Insights Manager.

Course structure

Module 1: Business Problem (Question) Framing

This module develops the ability to understand, evaluate and define business problems that require analytics solutions. Participants learn to engage stakeholders, assess scope and feasibility, identify constraints and establish measurable business outcomes. This domain represents 17% of the CAP-Pro examination.

Engaging Stakeholders and Understanding the Decision Context

Defining Business Objectives, Assumptions and Constraints

Assessing Scope, Feasibility, Resources and Risks

Establishing Success Criteria and Expected Business Value

Module 2: Analytics Problem Framing

This module explains how to translate a business problem into a clearly defined and actionable analytics problem. Participants learn to formulate analytical questions, determine expected outputs, identify assumptions and secure stakeholder agreement. This domain represents 15% of the CAP-Pro examination.

Translating Business Problems into Analytics Problems

Defining Analytical Questions, Variables and Outcomes

Evaluating Assumptions, Constraints and Analytical Risks

Validating the Analytics Problem with Stakeholders

Module 3: Data

This module covers the identification, acquisition, preparation and management of data required for analytics projects. Participants learn to assess data quality, integrate multiple sources, address governance requirements and document the complete data process. This domain represents 19% of the CAP-Pro examination.

Defining Data Requirements and Identifying Sources

Assessing Data Quality, Completeness and Relevance

Cleaning, Transforming and Integrating Data

Managing Data Governance, Privacy and Documentation

Module 4: Methodology (Approach) Framing

This module focuses on selecting analytical methods, techniques, software and tools appropriate to the defined problem. Participants compare possible approaches, evaluate practical limitations and establish suitable model evaluation and validation strategies. This domain represents 15% of the CAP-Pro examination.

Comparing Descriptive, Diagnostic, Predictive and Prescriptive Methods

Selecting Appropriate Analytical Techniques

Evaluating Software, Tools, Resources and Limitations

Establishing Model Evaluation and Validation Methods

Module 5: Analytics/Model Development

This module covers the development, calibration, validation and integration of analytical models. Participants learn to compare model performance, examine uncertainty and bias, document results and communicate findings to technical and business stakeholders. This domain represents 15% of the CAP-Pro examination.

Developing and Integrating Analytical Models

Calibrating, Tuning and Comparing Models

Validating Performance, Reliability and Fairness

Interpreting, Documenting and Communicating Findings

Module 6: Deployment

This module covers the delivery and integration of analytics solutions into business operations. Participants learn to plan deployment, manage implementation risks, conduct acceptance testing and support users through communication and training. This domain represents 10% of the CAP-Pro examination.

Developing the Analytics Solution Deployment Strategy

Integrating Solutions into Business Processes and Systems

Conducting Testing, Validation and User Acceptance

Managing Communication, Training, Risks and Handover

Module 7: Analytics Solution Lifecycle Management

This module addresses the continuous oversight, maintenance and improvement of deployed analytics solutions. Participants learn to monitor performance, identify data or model drift, recalibrate solutions and determine when modification, replacement or retirement is required. This domain represents 9% of the CAP-Pro examination.

Monitoring Solution Performance and Business Outcomes

Detecting Data Changes, Model Drift and Performance Decline

Recalibrating, Maintaining and Documenting Solutions

Managing Governance, Training, Replacement and Retirement

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?

Exam Fee	USD 325 for members; USD 460 for non-members
Exam Format	105–120 multiple-choice questions; 100 scored
Exam Type	Closed-book, English, software- and vendor-neutral
Exam Duration	3 hours
Appointment Time	Approximately 4–5 hours
Testing Window	12 months after payment
Scheduling Requirement	At least 24 hours in advance
Results	Immediate pass or fail; digital score report within 48 hours

Exam Locations

The CAP Pro 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

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.

Visit Our Alumni

Is It Worth the Investment?

The Artificial Intelligence for Business course develops practical skills in Generative AI, prompt engineering, workflow automation, data-driven decision-making, AI strategy, and responsible governance to support business and digital transformation.

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:

After earning CAP Pro, certification holders can progress to CAP Expert as they gain the required education, analytics experience and verified professional skills. CAP-Expert is designed for senior practitioners who lead analytics teams, establish organizational strategy and drive enterprise-level outcomes. Career progression may include Senior Data Analyst, Lead Data Scientist, Analytics Consultant, Analytics Project Manager, Data Analytics Manager, Head of Analytics, Director of Analytics and Chief Data Officer. CAP Pro holders can also pursue advanced study in data science, artificial intelligence, machine learning, business intelligence, data governance and analytics leadership. Progression to CAP-Expert requires candidates to satisfy its separate eligibility and application requirements.

What You Earn

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

Strengthen End-to-End Project Ownership

Develop the ability to guide analytics initiatives from business problem framing and data preparation through modelling, deployment and evaluation.

Enhance Stakeholder Communication

Strengthen your ability to translate business requirements, communicate model findings and align analytics solutions with stakeholder expectations.

Progress Towards Analytics Leadership

Support advancement into senior analytics and project leadership roles while establishing a pathway towards CAP-Expert certification.

Improve Analytical Decision-Making

Learn to select appropriate data strategies, methodologies, tools and validation approaches based on business objectives, constraints and risks.

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FAQ: Certified Analytics Professional – CAP-Pro (CAP Pro)

What is the CAP Pro (CAP-P) certification?

Who awards the CAP Pro certification?

Who should pursue CAP Pro?

Are there eligibility requirements for CAP Pro?

What topics does the CAP Pro examination cover?

What is the CAP-Pro examination format?

Is CAP-Pro an open-book examination?

Is programming knowledge required for CAP-Pro?

Where and when can candidates take the examination?

What are the CAP-Pro passing criteria?

How long is the CAP-Pro certification valid?

How does this CAP-Pro preparation course support candidates?

The course provides structured coverage of all seven CAP-Pro domains, analytics terminology, project-based scenarios, and examination-focused preparation to strengthen candidates' knowledge, judgment, and confidence. Whether you are preparing for certification or advancing your professional analytics career, CAP Pro equips you with the practical skills and industry-recognized knowledge required to succeed in today's data-driven business environment.

Certified Analytics Professional – CAP-Pro (CAP Pro)

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?

Certified Analytics Professional – CAP-Pro (CAP Pro)

Certified Analytics Professional – CAP-Pro (CAP Pro)

Certified Analytics Professional – CAP-Pro (CAP Pro)

Self-Study Program

Live Online Batch Training

Private Live One-to-One Online Training

Private Live One-to-One Face-to-Face Training

Success Stories

Alumni Benefits

Is It Worth the Investment?

Progression Route:

What You Earn

Strengthen End-to-End Project Ownership

Enhance Stakeholder Communication

Progress Towards Analytics Leadership

Improve Analytical Decision-Making

Related courses

FAQ: Certified Analytics Professional – CAP-Pro (CAP Pro)

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