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QCTO: Data Science Practitioner NQF 5
Data Science Practitioner NQF 5
Qualifications Overview - Data Science Practitioner NQF 5
The purpose of this qualification is to prepare learners to operate as Data Science Practitioners. Data Science Practitioners take custody of data and make the data available in a structured form for the Data Scientist to use. They support the data life cycle by collecting, transforming, and analysing data and communicating results to solve elementary business problems. They also transform data into robust, comprehensive data sets, aligned with the problem identified in the statement of work and ready for storage.
The qualification will provide the learners with skills and knowledge on how to perform the below tasks:
• Collect large amounts of structured and unstructured data from primary and secondary sources
and extract and transform them into a usable format.
• Apply data analysis techniques to uncover patterns and trends in datasets (resultant sets of data
that can be viewed as tables or as a "spreadsheet of data") to solve business-related problems.
• Prepare and present descriptive analytic reports on patterns and trends using computer programming
languages and explain those patterns and trends through visualization and using data visualization
tools.
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