Highlights
Format of the test:
The final exam contains:
• Long answer questions (calculation, list, describe. define and so on). Three sections:
• Data Warehousing: This section is mainly about understanding and explanation about main concepts in DW.
• Association Rule Mining: Understanding of frequent pattern, association rule, a working-out question similar to the 2014 paper is given. In that, a data table of transactions will be given, and you will need to demonstrate how the Apriori algorithm can discover the frequent item sets, and how association rules can be inferred.
• Classification and Clustering: Need to know popular Clustering and Classification algorithms at a higher level. e.g., the intuitive ideas on how each algorithm works, the pros and cons, comparison between various algorithms. To work-out on how a decision tree induction algorithm works.
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