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Occupational Certificate: Data Science Practitioner

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Workplace Module 4: Capstone Project using an Appropriate Toolkit
Workplace Module 3: Data Visualisation and Reporting Processes
Workplace Module 2: Statistical Data Analysis Processes
Workplace Module 1: Data Collection and Pre-processing Processes
Practical Module 10: Collaborate Ethically and Effectively in the Workplace
Practical Module 9: Participate in a Design Thinking for Innovation Workshop
Practical Module 8: Prepare and Present Descriptive Analytic Reports for Decision Making
Practical Module 7: Apply Data Analysis Techniques to Uncover Patterns and Trends in Datasets
Practical Module 6: Collect and Pre-Process Large Amounts of Structured and Unstructured Data
Practical Module 5: Apply Statistical Tools and Techniques
Practical Module 4: Use a Visual Analytics Platform to Analyse and Visualise Data
Practical Module 3: Use Spreadsheets to Analyse and Visualise Data
Practical Module 2: Apply Code to use a Software Toolkit/Platform in the Field of Study or Employment
Practical Module 1: Conduct Applied Ethnographic Research
Knowledge Module 11: 4IR and Future Skills
Knowledge Module 10: Fundamentals of Design Thinking and Innovation
Knowledge Module 9: Introduction to Governance, Legislation and Ethics
Knowledge Module 8: Data Analysis and Visualisation
Knowledge Module 7: Data Science and Data Analysis
Knowledge Module 6: Statistics Essentials for Data Analytics
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