Certification preparation
DASCIN® Enterprise Big Data Framework Certification
Three-day course to apply the Enterprise Big Data Framework with case labs, modelling and tool walk-throughs, and prepare for the certification exam.
THE BIG PICTURE
About this course
The Enterprise Big Data Framework certification validates knowledge of enterprise-scale big data practices across strategy, technology, analytics, governance, and culture. It is examined by APMG International. Across three days (09:00–17:30), you work through the five domains with structured study, case-based discussions, and practical labs. Activities include mapping business value to use cases, sketching reference architectures, designing analytics pipelines, defining governance controls, and planning culture and change initiatives, supported by exam-style question practice. Certification is achieved by passing an exam set and delivered by APMG International. Candidates can take the exam via APMG’s channels or through an APMG Accredited Training Organisation; booking options and timelines are explained during the course. APMG International owns the certification scheme. MindClick provides training and exam preparation and is not an accredited or authorised partner.
What you’ll learn
- Explain the five domains of the Enterprise Big Data Framework and how they interrelate
- Map business drivers to big data use cases and measurable benefits
- Outline reference architectures and select suitable platform components for different needs
- Describe analytics workflows, model evaluation approaches, and data quality practices
- Define governance roles, controls, and an operating model for big data initiatives
- Plan data literacy, ethics, and change activities to support adoption at scale
- Apply exam techniques, analyse sample questions, and complete a timed mock in preparation for the certification exam
A CLEAR PATH FORWARD
3-day course agenda
3 instructor-led days (24 contact hours) mapped to the exam domains. Each day combines short concept sessions, hands-on practice on a running case study and exam-style questions.
- Learning route
- 3 recommended days
- Practical work
- 3 guided activities
- Finish with
- Mock exam + certification exam
Take a look at each day. Open a section to see the topics and practical work.
Day 1Strategy and architecture foundationsBig Data & Business Strategy; Architecture & Technology
What we’ll cover
- 09:00–10:30 · Course kickoff, objectives, and overview of the Enterprise Big Data Framework and certification path
- 10:45–12:15 · Domain: Big Data & Business Strategy — value drivers, use cases, benefits mapping, and stakeholder goals
- 13:15–14:15 · Capability and maturity assessment; identifying gaps and prioritising improvements
- 14:30–15:30 · Domain: Architecture & Technology — reference architectures (warehouse, lake, lakehouse) and integration styles
- 15:45–16:15 · Ingestion and processing patterns: batch, micro-batch, streaming; data storage choices
- 16:15–17:00 · Tool-agnostic walk-through: pipeline orchestration and architecture trade-offs
- 17:00–17:30 · Exam-style practice questions and day wrap-up
Put it into practice
Using a provided case, sketch the current-state and target-state big data reference architecture and map capabilities to business priorities. Summarise assumptions and risks for sponsor discussion.
You’ll take away
Target architecture sketch and capability heatmap
Day 2Algorithms, analytics, and governance in practiceAlgorithms & Analytics; Governance & Operating Model
What we’ll cover
- 09:00–09:30 · Recap of Day 1 and Q&A on key strategy and architecture concepts
- 09:30–10:30 · Domain: Algorithms & Analytics — problem framing, metrics, and model families
- 10:45–12:15 · Feature engineering, model evaluation, bias and performance considerations
- 13:15–14:15 · Domain: Governance & Operating Model — roles, responsibilities, and control objectives
- 14:30–15:30 · Data quality management, lineage, catalogue practices, and privacy by design
- 15:45–16:15 · Ways of working: agile delivery and MLOps considerations for data products
- 16:15–17:00 · Case walkthrough tying analytics to governance controls; exam-style practice questions
- 17:00–17:30 · Daily summary and action items for self-study
Put it into practice
Design an analytics pipeline for a business problem, selecting data sources, preparation steps, model type, and evaluation plan. Define key governance controls and assign operating model responsibilities.
You’ll take away
Analytics pipeline design and RACI for governance controls
Day 3Culture, change, integration, and exam readinessCulture & Change; integrating all five domains; exam preparation
What we’ll cover
- 09:00–09:30 · Recap of Day 2 and Q&A on analytics and governance takeaways
- 09:30–10:30 · Domain: Culture & Change — literacy, ethics, adoption patterns, and stakeholder engagement
- 10:45–12:15 · Roadmapping and prioritisation: benefits, dependencies, and risks
- 13:15–14:15 · Integrating the five domains into an enterprise blueprint and operating cadence
- 14:30–15:30 · Consolidated case lab: from strategy to operating model with measurable outcomes
- 15:45–16:15 · Exam technique clinic and debrief of tricky sample questions
- 16:15–17:00 · Full mock exam under timed conditions
- 17:00–17:30 · Mock results review, personal study plan, and exam booking guidance
Put it into practice
Create an end-to-end big data roadmap for the case organisation, aligning initiatives to benefits and controls across all domains. Sit a timed mock exam and review responses against the rationale.
You’ll take away
Enterprise big data roadmap and mock exam score report
Bring it all together
Certification exam: Enterprise Big Data Professional (EBDP), awarded by APMG International. Confirm the current exam format with the awarding body when you book. Every attendee also receives a MindClick certificate of completion for 24 contact hours.

What you receive
You earn two separate credentials. The sample shows the MindClick training certificate.
- MindClick certificate of completion: 3 days, 24 contact hours, issued to every attendee who completes the course.
- Enterprise Big Data Professional (EBDP): issued by APMG International when you meet its requirements and pass the exam.
Before you choose your learning route
Session timings are indicative; the trainer may adjust them for the group. Exam details reflect the awarding body’s published information at the time of writing; confirm the current version when you book.
APMG International owns this certification scheme. MindClick provides training and exam preparation and is not an accredited or authorised partner of APMG International.
Fees
| Delivery format | Fee per learner | Exam fee |
|---|---|---|
| Live online | $2,800 USD | Included |
| Classroom | $4,500 USD | Included |
One awarding-body certification exam attempt is included in the training fee. Confirm the current fee, any applicable tax and what the fee covers in writing before you pay.
Prerequisites
- No formal prerequisites are specified by the examiner. Recommended: familiarity with basic data/analytics concepts and enterprise IT; bring a laptop with a modern web browser and a spreadsheet tool.
Who is this course for?
- Data Analysts looking to deepen their understanding of Big Data processes and techniques.
- Project Managers seeking to manage Big Data projects and align them with organizational goals.
- Business Analysts wishing to leverage Big Data insights to enhance decision-making.
- Digital Marketers exploring the use of Big Data to uncover patterns and trends in consumer behavior.
- IT Professionals interested in building knowledge of Big Data architectures and processes.
- Anyone curious about Big Data or who wants to gain foundational knowledge about Big Data.
- How mature is your organisation's big data capability?
- What you'll gain.
FIND YOUR START
Confirmed batch starts
Choose a published start, then review your offer in the same enrollment flow. A start date is not the full timetable or a seat reservation.
Choose your country & monthStarts
- Training location
- Manama, Bahrain
- Local timezone
- Asia/Bahrain
Joining details and full session timetable to be supplied.
Starts
- Training location
- Cairo, Egypt
- Local timezone
- Africa/Cairo
Joining details and full session timetable to be supplied.
Starts
- Training location
- Kuwait City, Kuwait
- Local timezone
- Asia/Kuwait
Joining details and full session timetable to be supplied.
Starts
- Training location
- Muscat, Oman
- Local timezone
- Asia/Muscat
Joining details and full session timetable to be supplied.
Starts
- Training location
- Doha, Qatar
- Local timezone
- Asia/Qatar
Joining details and full session timetable to be supplied.
Starts
- Training location
- Riyadh, Saudi Arabia
- Local timezone
- Asia/Riyadh
Joining details and full session timetable to be supplied.
Frequently asked questions
How long is the course?
3 days, 24 contact hours, normally 09:00 to 17:30 with breaks. The agenda follows the exam domains and the final day includes a mock exam.
Is the exam included?
Yes. Outside India the fee includes one certification exam attempt. Retakes are booked and paid directly with the awarding body.
What does this course cost?
Outside India this 3-day course is listed at USD 2,800 per learner for live online delivery and USD 4,500 for classroom delivery. Both fees include one certification exam attempt. Pricing for India is confirmed separately by an advisor. Taxes and the final offer are confirmed in writing before you pay.
Are there prerequisites?
No formal prerequisites are specified by the examiner. Recommended: familiarity with basic data/analytics concepts and enterprise IT; bring a laptop with a modern web browser and a spreadsheet tool.
What certificate will I receive?
Two credentials. MindClick issues a certificate of completion for 24 contact hours to every attendee. APMG International issues the Enterprise Big Data Professional (EBDP) certification when you pass the exam and meet its requirements.
Is MindClick an accredited training partner for this certification?
MindClick provides training and exam preparation and is not an accredited or authorised partner of APMG International. The exam is administered by APMG International.
Where is classroom training delivered?
Singapore and Dubai are the priority classroom markets for this catalog. Classroom delivery is also available in the other listed countries, and live online delivery is available everywhere. Venues are confirmed per booking; a listed city is a training market, not an owned campus.
KEEP EXPLORING
More ways to move forward.
Related training from the course catalog.
Five Case Solution (5CS)
Three days of guided practice building a full Five Case business case in an online platform, collaborating in teams and trying exam-style tasks.
Adaptive Kanban Framework Certification
Three-day course to apply an adaptive Kanban approach in projects and operations through hands-on practice, simulations and exam preparation.
Agile Business Analysis (AgileBA) Certification
A 3-day course to apply agile business analysis techniques through case-based exercises and exam practice, preparing for Foundation/Practitioner.
Agile Change Certifications
Three-day course covering agile-led change principles and practice, with hands-on tools and coaching drills to prepare for Agile Change exams.