Accredited Data Science Practitioner Course (NQF 5) in South Africa
The Occupational Certificate: Data Science Practitioner is Wheelset Academy's structured, QCTO-aligned route into data analysis and data science work. Rather than a single-topic short course, it combines knowledge, hands-on practical skills and workplace experience so learners leave able to collect, process, analyse, visualise and report on real data — not just describe what data science is.
It's registered at NQF Level 5 with 185 credits, with MICT SETA as the development quality partner. If you've been searching for a "data science course in South Africa", "data science practitioner course" or an "accredited data analytics course" that leads to a recognised qualification rather than a certificate of attendance, this is that qualification — delivered from Wheelset Academy's Pretoria and Kempton Park branches.
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What the NQF 5 Data Science Practitioner course covers
The 185-credit qualification is built from 11 knowledge modules (66 credits), 10 practical skill modules (59 credits) and 4 work experience modules (60 credits).
Knowledge modules · 66 credits
- Introduction to Data Science and Data Analysis
- Logical Thinking and Basic Calculations: Refresher
- Computers and Computing Systems
- Computing Theory
- Basic Statistics for Data Analytics
- Statistics Essentials for Data Analytics
- Data Science and Data Analysis
- Data Analysis and Visualisation
- Introduction to Governance, Legislation and Ethics
- Fundamentals of Design Thinking and Innovation
- 4IR and Future Skills
Practical skill modules · 59 credits
- Apply Logical Thinking and Maths Refresher
- Apply Code to Use a Software Toolkit/Platform in the Field of Study or Employment
- Use Spreadsheets to Analyse and Visualise Data
- Use a Visual Analytics Platform to Analyse and Visualise Data
- Apply Statistical Tools and Techniques
- Collect and Pre-Process Large Amounts of Structured and Unstructured Data
- Apply Data Analysis Techniques to Uncover Patterns and Trends in Datasets
- Prepare and Present Descriptive Analytic Reports for Decision Making
- Participate in a Design Thinking for Innovation Workshop
- Collaborate Ethically and Effectively in the Workplace
Work experience modules · 60 credits
- Data Collection and Pre-processing Processes
- Statistical Data Analysis Processes
- Data Visualisation and Reporting Processes
- Capstone Project Using an Appropriate Toolkit
On completion, learners receive a Letter of Competence from Wheelset Academy and, once verified, a Certificate of Competence with a Statement of Results from the QCTO.
Hands-on data work, not just data theory
The practical and work-experience modules are built around real data-handling tasks, using spreadsheets, visual analytics platforms and statistical tools rather than slides alone.
- Collect and pre-process large amounts of structured and unstructured data
- Apply statistical tools and techniques to real datasets
- Use spreadsheets and a visual analytics platform to analyse and visualise data
- Apply data analysis techniques to uncover patterns and trends
- Prepare and present descriptive analytic reports for decision-making
- Complete a capstone project using an appropriate data toolkit
- Participate in a design thinking for innovation workshop
- Collaborate ethically and effectively in a workplace team
Why study an accredited Data Science course in South Africa?
Organisations increasingly rely on people who can turn raw data into decisions — not just run a dashboard someone else built, but collect, clean, analyse and explain data clearly enough for a business to act on it. That combination of statistics, tooling and communication is exactly what this qualification is built around.
Because it's an Occupational Certificate registered with the QCTO, it maps to a recognised South African qualification with a defined credit value and NQF level, rather than a private certificate whose weighting is set by the provider alone.
Common reasons learners choose this course
- Build a recognised, QCTO-aligned qualification rather than a certificate of attendance
- Learn statistics, spreadsheets and visual analytics together, not as separate short courses
- Gain hands-on practice with real datasets, not only theory
- Complete assessed work-experience modules that mirror real data-analyst tasks
- Study close to home at Wheelset Academy's Pretoria or Kempton Park branches
Verify this qualification yourself
Page information reviewed: 14 August 2026.
SAQA ID 118708
This is a real, checkable SAQA qualification ID, not a marketing figure. Confirm it, and Wheelset Academy's current provider accreditation scope, directly with SAQA and the QCTO rather than taking any provider's word for it — including this page.
Search the SAQA database · Check QCTO accreditation · Wheelset Academy accreditations page
Study Data Science in Pretoria or Johannesburg
Pretoria / Hatfield
353 Festival Street, Hatfield, Pretoria, 0028
Kempton Park / Johannesburg
10 Margaret Avenue, Kempton Park, Johannesburg, 1620
Data Science career opportunities
Job titles vary by employer, experience and specialisation. This qualification supports preparation for entry- and junior-level data roles.
- Data Science Practitioner
- Junior Data Analyst
- Data Reporting Assistant
- Business Intelligence Support Assistant
- Data Quality Assistant
- Data Visualisation Assistant
- Data Collection and Pre-processing Assistant
- Analytics Support Officer
- Research Data Assistant
- Digital Insights Assistant
A qualification supports career preparation but does not guarantee a particular job title, salary or appointment.
Data Science course fees and study options
Course fees, registration charges, payment plans, intake schedules and delivery methods can change. Use Wheelset Academy's current fees information rather than relying on old search snippets or third-party course listings.
Before you register, confirm:
- Current intake dates and application deadlines
- Current tuition, registration and Portfolio of Evidence fees
- Full-time and part-time payment plan options
- Classroom, blended or other delivery arrangements
Data Science Practitioner course FAQs
What is the Data Science Practitioner course?
It's an Occupational Certificate registered at NQF Level 5 with 185 credits, teaching learners to collect, process, analyse, visualise and report on data using statistics, spreadsheets and visual analytics tools.
What are the entry requirements?
The stated minimum requirement is an NQF Level 4 qualification, such as matric, plus a valid South African ID or passport and basic computer confidence.
Does the course include practical training?
Yes. 59 credits are practical skill modules and a further 60 credits are assessed work-experience modules, including a capstone project.
Does the course cover Python and SQL?
The curriculum centres on spreadsheets, a visual analytics platform, statistical tools and structured/unstructured data handling. Confirm current toolkit and language coverage with admissions if a specific language is essential to your goals.
Is this course suitable for beginners?
It's designed for learners with an NQF Level 4 qualification and basic computer confidence rather than prior data-analysis experience, so it suits both career-changers and recent school leavers who meet the entry requirement.
What jobs can I get after completing this course?
The qualification supports preparation for entry- and junior-level roles such as Junior Data Analyst, Data Reporting Assistant, Business Intelligence Support Assistant and Analytics Support Officer, among others.
Can I study this course in Pretoria or Johannesburg?
Yes. Wheelset Academy delivers from a Pretoria/Hatfield branch and a Kempton Park/Johannesburg branch. Confirm current schedule and delivery method with admissions.
How do I apply?
Review the current fees and intake information, then submit your application through Wheelset Academy's online application page.
Ready to start your Data Science career?
Apply for the Data Science Practitioner course or speak to admissions about how it compares to Wheelset Academy's other IT qualifications.
Qualification information reviewed: 14 August 2026. The SAQA ID, NQF level, credit values and entry requirement above reflect the registered occupational qualification. Fees, intakes, delivery mode and workplace arrangements can change and should be confirmed with Wheelset Academy before enrolment.