| 1 | Define fundamental concepts such as business intelligence, data analytics, data mining, and data warehousing, and explain the relationships between them. |
| 2 | Acquire the skills to analyse business data, formulate queries, and collect data. |
| 3 | Implement data warehouse architectures, data mart structures, and data pre-processing processes. |
| 4 | Presenting business results in a meaningful way using data visualisation techniques. |
| 5 | Applying supervised and unsupervised data mining algorithms and association analysis methods to real-world business problems. |