• • 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

• • Apply Logical Thinking and Maths Refresher
  • 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 Unruly 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

• Data Collection and Pre-processing Processes
• Data Analysis Processes
• Data Visualisation and Reporting Processes
• Capstone Project Using an Appropriate Toolkit

• Data Analyst – Pay Estimate: +/- R300 000 to R500 000 a year
• Data Engineer – Pay Estimate: +/- R400 000 to R700 000 a year
• Data Scientist – Pay Estimate: +/- R400 000 to R750 000 a year
• Machine Learning Engineer – Pay Estimate: +/- R400 000 to R800 000 a year
• Statistician – Pay Estimate: +/- R300 000 to R850 000 a year

You may enter the programme, with:

• NQF Level 4 qualification

Berea College of Technology (Pty) Ltd is registered as a Private Higher Education Institution with the Department of Higher Education and Training (DHET), with registration number 2000/HE07/004.

On successful completion of the programme, the student will receive a statement of result from Berea College of Technology and upon meeting the EISA requirements, receive an Occupational Certificate: Data Science Practitioner from the QCTO. All Examinations are set and administered by Berea College of Technology.
EISA is a single, national assessment which leads to competent learners being awarded Occupational Certificates.

Customised study materials which meet the programme outcomes can be accessed from the Learner Management System, Moodle. A prescribed book list is available from the academic manager at the start of the programme, although the study guide available on Moodle will sufficiently cover the exam requirements.

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