| 1 | <p>Demonstrate an understanding of data governance, ethics and analytic workflow principles</p> | <p>MDataSci - Master of Data Science - Graduate Profile <p><strong style="color: rgb(73, 80, 87);">People and Place</strong></p><p><strong style="color: rgb(73, 80, 87);">Knowledge and Practice</strong></p><p><strong style="color: rgb(73, 80, 87);">Communication</strong></p><p><strong style="color: rgb(73, 80, 87);">Collaboration</strong></p><p><strong style="color: rgb(73, 80, 87);">Ethics and Professionalism</strong></p> </p> |
| 2 | <p>Be able to understand and apply different data models</p> | <p>MDataSci - Master of Data Science - Graduate Profile <p><strong style="color: rgb(73, 80, 87);">Knowledge and Practice</strong></p><p><strong style="color: rgb(73, 80, 87);">Critical Thinking</strong></p><p><strong style="color: rgb(73, 80, 87);">Solution-Seeking</strong></p> </p> |
| 3 | <p>Apply data structure transformations in R and SAS</p> | <p>MDataSci - Master of Data Science - Graduate Profile <p><strong style="color: rgb(73, 80, 87);">Knowledge and Practice</strong></p><p><strong style="color: rgb(73, 80, 87);">Critical Thinking</strong></p><p><strong style="color: rgb(73, 80, 87);">Solution-Seeking</strong></p> </p> |
| 4 | <p>Apply data cleaning and feature generation techniques</p> | <p>MDataSci - Master of Data Science - Graduate Profile <p><strong style="color: rgb(73, 80, 87);">Knowledge and Practice</strong></p><p><strong style="color: rgb(73, 80, 87);">Critical Thinking</strong></p><p><strong style="color: rgb(73, 80, 87);">Solution-Seeking</strong></p> </p> |
| 5 | <p>Be able to process text and handle missing data</p> | <p>MDataSci - Master of Data Science - Graduate Profile <p><strong style="color: rgb(73, 80, 87);">Knowledge and Practice</strong></p><p><strong style="color: rgb(73, 80, 87);">Critical Thinking</strong></p><p><strong style="color: rgb(73, 80, 87);">Solution-Seeking</strong></p> </p> |
| 6 | <p>Demonstrate an understanding of database management systems and the relational model of data</p> | <p>MDataSci - Master of Data Science - Graduate Profile <p><strong style="color: rgb(73, 80, 87);">Knowledge and Practice</strong></p><p><strong style="color: rgb(73, 80, 87);">Solution-Seeking</strong></p><p><strong style="color: rgb(73, 80, 87);">Communication</strong></p> </p> |
| 7 | <p>Apply SQL as the industry standard for defining, manipulating and querying data</p> | <p>MDataSci - Master of Data Science - Graduate Profile <p><strong style="color: rgb(73, 80, 87);">Knowledge and Practice</strong></p><p><strong style="color: rgb(73, 80, 87);">Critical Thinking</strong></p><p><strong style="color: rgb(73, 80, 87);">Solution-Seeking</strong></p><p><strong style="color: rgb(73, 80, 87);">Communication</strong></p><p><strong style="color: rgb(73, 80, 87);">Ethics and Professionalism</strong></p> </p> |
| 8 | <p>Use relational algebra for optimising the evaluation of database queries</p> | <p>MDataSci - Master of Data Science - Graduate Profile <p><strong style="color: rgb(73, 80, 87);">Knowledge and Practice</strong></p><p><strong style="color: rgb(73, 80, 87);">Critical Thinking</strong></p><p><strong style="color: rgb(73, 80, 87);">Solution-Seeking</strong></p> </p> |
| 9 | <p>Apply relational calculus to soundly declare complex database queries</p> | <p>MDataSci - Master of Data Science - Graduate Profile <p><strong style="color: rgb(73, 80, 87);">Knowledge and Practice</strong></p><p><strong style="color: rgb(73, 80, 87);">Critical Thinking</strong></p><p><strong style="color: rgb(73, 80, 87);">Solution-Seeking</strong></p> </p> |
| 10 | <p>Be able to apply and evaluate conceptual data modelling and normalisation theory to design high-quality relational databases</p> | <p>MDataSci - Master of Data Science - Graduate Profile <p><strong style="color: rgb(73, 80, 87);">Knowledge and Practice</strong></p><p><strong style="color: rgb(73, 80, 87);">Critical Thinking</strong></p><p><strong style="color: rgb(73, 80, 87);">Solution-Seeking</strong></p><p><strong style="color: rgb(73, 80, 87);">Communication</strong></p><p><strong style="color: rgb(73, 80, 87);">Ethics and Professionalism</strong></p> </p> |