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About

Data Integration and Interoperability is the discipline that brings data together—across systems, formats, and organisational boundaries—into a usable, coherent, and trusted whole. As defined in the DAMA-DMBOK2, it encompasses the planning, design, execution, and governance of data movement and exchange between systems in a way that preserves data integrity and enables collaboration.


Whether synchronising systems via APIs, building pipelines with ETL or ELT, or managing secure document interchange, integration is the foundation of a connected, data-driven enterprise.

This course prepares participants for the DAMA International 32512 Data Integration and Interoperability certification exam, with comprehensive coverage of technical frameworks, architectural patterns, governance structures, and practical integration strategies.


Learning Objectives


By the end of this course, participants will be able to:


  • Understand the principles of data integration, exchange, and interoperability from the DAMA-DMBOK2 framework


  • Evaluate integration models (point-to-point, hub-and-spoke, publish-subscribe, and SOA)


  • Design data pipelines using ETL, ELT, APIs, webhooks, and message queues


  • Govern integration processes for compliance, auditability, and traceability


  • Manage structured and unstructured data movement across platforms


  • Apply content lifecycle practices for media, documents, and collaborative platforms


  • Distinguish between synchronous and asynchronous interactions


  • Prepare for the DAMA International 32512 Specialist Exam in Data Integration and Interoperability


Who Is This Training Course For?

This course is designed for professionals responsible for integrating data across applications, departments, or enterprises.


Roles:


  • Data Integration Engineers

  • Enterprise and Solution Architects

  • API and Middleware Developers

  • Business Intelligence Developers

  • Data Governance and Compliance Officers

  • CDMP® candidates specialising in Integration


Industries:


  • Telecommunications and IoT

  • Finance and Banking

  • Government and Defence

  • Healthcare and Life Sciences

  • E-commerce and Retail

  • Manufacturing and Logistics


Why Should You Take This DAMA Integration Course?

  • Learn how to integrate data from diverse sources securely, accurately, and efficiently


  • Gain exam-aligned preparation for the 32512 DAMA Specialist Certification


  • Bridge structured, semi-structured, and unstructured content into unified workflows


  • Understand the strengths and use cases of various interaction models and protocols


  • Explore real-world use cases from APIs to enterprise service buses (ESB) and ISO 8000


  • Apply DAMA best practices to support digital transformation and enterprise interoperability


Prerequisites

There are no formal prerequisites for this course. 


However, it is recommended that participants:


  • Have basic familiarity with database systems, data formats, or application development


  • Understand core data management concepts such as metadata, lineage, and governance


  • Work with or support integration, automation, or data exchange processes


This course is ideal for professionals preparing for the DAMA International 32512 certification exam or supporting integration initiatives in modern data environments.


Please note that MENA Executive Training is an independent training provider and is not affiliated with or endorsed by DAMA International. This course is intended solely to help participants prepare for the DAMA International certification examination.

Modules

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Module 1 : Identifying Security Compliance Measures

  • Identify Organizational Compliance Requirements and Resources 

  • Identify Legal Compliance Requirements and Resources 

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Module 2 : Recognizing and Addressing Social Engineering Attack

  • Identify Organizational Compliance Requirements and Resources 

  • Identify Legal Compliance Requirements and Resources 

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Module 3 : Securing Devices

  • Identify Organizational Compliance Requirements and Resources 

  • Identify Legal Compliance Requirements and Resources 

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Module 4 : Using the Internet Securely

  • Identify Organizational Compliance Requirements and Resources 

  • Identify Legal Compliance Requirements and Resources 

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Receive an Official ISACA Certificate

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Receive a LinkedIn Badge

Gain a Certificate After Completion

Highlight your achievement by adding this credential to your LinkedIn profile, CV, or résumé. Your digital certificate will be awarded upon successful completion of the programme, giving you a recognised credential to share with employers, colleagues, and clients.

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Exam Details

The 32512 certification exam is a specialist-level assessment offered by DAMA International. It measures a candidate’s knowledge and practical understanding of how to integrate and exchange data between systems in alignment with the DAMA-DMBOK2 framework.


This exam validates your expertise in data pipelines, APIs, ETL/ELT processes, content exchange, and the architectural and governance components needed to ensure secure, scalable, and interoperable data flows across platforms.


Exam Overview


  • Exam Code: 32512

  • Certification Body: DAMA International

  • Exam Type: Multiple-choice

  • Number of Questions: 100

  • Duration: 90 minutes

  • Passing Score: 70%

  • Delivery Format: Online or at authorised testing centres

  • Language: English


Difficulty Distribution


  • 60% Associate level – Terminology, definitions, DMBOK-aligned concepts

  • 20% Practitioner level – Real-world applications, tools, process knowledge

  • 20% Master level – Architecture, interoperability strategy, and governance


Domains and Key Topics Covered


  • Data Integration Concepts
    Definitions and goals of integration
    Structured vs. unstructured data movement
    Interoperability principles


  • Data Movement and Exchange
    ETL vs. ELT strategies
    Batch vs. real-time processing
    Change data capture (CDC)
    Streaming and event-driven integration


  • Interaction Models
    Point-to-point
    Hub-and-spoke
    Publish-subscribe
    SOA and Enterprise Service Bus (ESB)


  • APIs, Webhooks, and Messaging Protocols
    REST, SOAP, GraphQL
    Kafka, MQTT, JMS


  • Data Lineage and Metadata Management
    Lineage tools and data tracing
    Metadata discovery and documentation


  • Security and Compliance
    Secure data exchange
    Role-based access control and encryption
    Regulatory requirements (e.g., ISO 8000, GDPR)


  • Content Management and Interoperability
    Document, media, and email integration
    Lifecycle management for content
    Indexing and searchability


  • Tools and Technologies
    Integration platforms (e.g., Informatica, Talend, MuleSoft)
    Data pipeline orchestration (e.g., Apache Airflow, Azure Data Factory)
    File formats and exchange protocols (e.g., JSON, XML, CSV)

Course Study Options

Self Study

Online Study at Your Own Pace

In-Person Training

12 Locations in Middle East. View

Live Online Training

Course Duration : Flexible

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Discuss This Course With Us

Hello, I’m Sandra, a Business Development Manager at MENA Executive Training.

I'm here to talk you through the details of this course, answer any questions you may have and help get you booked in!

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Data Integration and Interoperability

Taught : Online & In-Person

Official Training

Language : English, Arabic

Duration : Flexible

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