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Task 1 consists of the following sub tasks:
a) Assignment 2 requires that you research and critically evaluate literature surrounding the problem of effectively assessing loan applications for credit worthiness. Credit worthiness assessment reduces the risks associated with lending by determining which potential loan applications are considered to be good, or alternatively a poor, credit risk and should on that basis be approved or rejected. Good risk management of loan applications can significantly improve the bottom line of financial institutions such as banks, building societies and credit unions. This research will inform your assessment of the credit data set which is provided forAssignment 2 (About 700 words). b) Conduct an exploratory analysis of the creditdata.csv data set which is provided on the course study desk to identify what you consider to be top five key variables which contribute to determining whether a potential loan applicant is a good credit risk or a bad credit risk. Note you should also refer to the data dictionary provided with the creditdata.csv file as this document defines each of the variables and their range of values. Discuss each of your five top variables in about 200 words in terms of the results of your exploratory data analysis using RapidMiner data mining tool and the relevant supporting literature on credit assessment. Your discussion should also include appropriate statistical analysis results including graphs and tables produced from an exploratory data analysis using RapidMiner data mining tool (about 800 words). Task 2 (Worth 40 marks) consists of the following sub tasks With the following excel file bicycle-sales.xlsx provided on the course study desk use Tableau 8.0 or a pivot table to produce the four following reports with appropriate accompanying graphs and briefly comment on each report/graph in about 125 words in terms of what trends and patterns are apparent in each report. The bicycle sales.xlsx file contains the following dimensions and information: 1. Region 2. Sub Region 3. Market 4. Customer 5. Business Segment 6. Category 7. Model 8. Colour 9. Sales Date 10. Sales Period 11. List Price 12. Unit Price 13. Order Quantity 14. Sales Amount a) Create a report and accompanying graph using Tableau 8.0 or a pivot table that lists by sub region, business segment and model for all mountain bikes sold for the years 2002, 2003 and 2004 and comment on key trends and patterns in this report (125 words approx.) b) Create a report and accompanying graph using Tableau 8.0 or a pivot table that lists by region, sub region, business segment, unit price and list price for all bicycle clothing for the years 2002, 2003 and 2004 and comment on key trends and patterns in this report (125 words approx.) c) Create a report and accompanying graph using Tableau 8.0 or a pivot table that lists by region, sub region, business segment and model for all the road bicycles in order of the total sales for years 2002, 2003 and 2004 and comment on key trends and patterns in this report (125 words approx.) d) Create a report and accompanying graph using Tableau 8.0 or a pivot table that lists by category, model, order quality and colour for all bicycles for the years 2002, 2003 and 2004 and comment on key trends and patterns in this report (125 words approx).
You are the Systems Analyst at a manufacturing company in Seattle, WA. A Systems Analyst in your company's New York office sends you a trace file to analyze. The complaint is that an end-users machine cannot connect to any of the network devices o..
Explain an efficient method for determining the k smallest values in the dictionary which are greater than low. Your method must take much less than O (n) time whenever k is much less than n. Analyze the time for your method.
examine a disk holding files with an average file length of 5 KB. Each file is allocated contiguously on adjacent sectors. To better utilize the disk space, it must be periodically compacted, which involves reading each file sequentially and writi..
create a library containing functions to compute the surface area and volume of a sphere. For a sphere of radius r, these values can be calculated using.
We have learned a lot in 15 years. We now know that we need to revisit Deutch's list. We are savvier on what it takes to implement a distributed system. Distributed System Architecture.
Streaming video can systems can be classified into three categories. Name and briefly describe each of these categories?
Generate a Flowchart and Pseudocode utilizing the Control Breaks for Xhemrock is a brake pad manufacturing company. This company utilizing the raw materials like carbon powder, ash, iron, and resin.
Each time a square is touched, the count for that square is incremented. Thus, a non-zero entry in the array shows the number of times bug has landed on the corresponding square. When every square has been touched at least once, the simulation is ..
What are java predefined methods
A number of lossless text compression algorithms exist, though , none of these methods is able to consistently reach its theoretical best-case compression ratio.
Write down the functions (in C++) to perform these basic operations on Linked List.
If you have more than 4 days, you check your budget. If your budget is greater than $1200, you will go to Aruba. Otherwise, if it's greater than $800, you would go to Miami. If it's not greater than $800, you will go to Orlando.
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