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CIS8008 Business Intelligence - Free Samples to Students

Choose a large organisation within Australia that is publicly listed on Australia Stock Exchange and is already actively engaged in the Information Age. Briefly describe your chosen organisation and include the url link to their corporate website and explain why you have chosen this organisation.

Conduct an exploratory data analysis (EDA) of diabetes.csv data set using RapidMiner summarise key findings of EDA in a table and discuss key findings of EDA in relation to the diabetes.csv data set.

Build a Decision Tree model for predicting diabetes using diabetes.csv data set and RapidMiner; provide Final Decision Tree model process, Decision Tree Diagram and Decision Tree Rules and explain final decision tree model process and discuss Final Decision Tree Diagram and Rules.

Using a Table discuss and compare the performance metrics of Final Decision Tree Model and Final Logistic Regression Model for predicting diabetes using the diabetes.csv data set and RapidMiner based on required model performance metrics (Accuracy, Miscalculation Rate, True Positive Rate, False Positive Rate, Area under Roc Chart (AUC), Precision, Recall, Lift.

Create a Tableau View of the impact of wildlife strikes with aircraft over time for a specific origin state. Provide a screen capture of and describe the Tableau view you have created and comment on different types of impact to aircraft from wildlife strikes over time and does this differ much for different origin states.

Create a Tableau View of flight phase by time of the day which shows when wildlife strikes with aircrafts occur. Provide a screen capture of and describe the Tableau view you have created and comment on which phase of a flight and time of the day wildlife strikes with aircraft are more likely to occur.
 
Create a Tableau View that compares wildlife species in order of aircraft strike frequency and the chance of damage occurring. Provide a screen capture of and comment on which wildlife species are most frequently involved in aircraft strikes and which wildlife species are most likely to have the most impact in terms of damage (total cost) when an aircraft strike occurs.

Create a Tableau GeoMap View of flights by origin states that displays number of wildlife strikes and total monetary cost for each origin state for different periods of time. Provide a screen capture of and describe Tableau view created and comment on this Tableau GeoMap View in relation to number of wildlife strikes and total cost by origin state over time. A number of origin states cannot be plotted on the geomap view as these are outside USA, comment on how you can deal with this issue.

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