Individual Assignment Business Analysis Case Study – Stage IIIn this assignment, a Melbourne housing dataset is given to you to apply data mining techniques to resolve a business problem. Assuming that you are taking a business analyst role in a real estate consulting firm, and you are asked to leverage your business analytical skills to make better use of the given housing dataset.By finishing this assignment, you will achieve the following learning outcomes:1. Review the current algorithms, methodologies and modelling for ICT business analytics;2. Evaluate various ICT business analytic tools and techniques; and 3. Propose a business analytics report to solve practical problems identified in an ICT business project.The entire assignment has two stages. In this individual assignment, you will finish the second stage by yourself alone.Main tasks to do in individual assignment: Select one business analysis task* from Task 3 of your group assignment Select an appropriate data mining method for your analysis task Analyse and discuss your results/findings/achievement Provide your suggestions based on your results/findings/achievement to business managementA suggested report template could be:Title page Title of your report/task Your name & student ID Unit code, unit name & submission dateIntroduction (2 marks) Introduce the background of your business analysis task Brief introduction of the problem/objective/goal/aim of your analysis task Overview of your report, the organization of your report, tell your readers what they will read from your reportBusiness Analysis problem/task (3 marks) describe your business analysis problem in more details what specific task will you do in this report? what is expected to have by finishing this business analysis task? The benefit or contribution that your business analysis task will achieveMethodology (5 marks) What data mining method/algorithm/model is used to solve your business analysis problem? Brief introduction of the method/algorithm/model Why do you select this method to solve the problem? What data set do you use? Brief introduction of the data set Pre-processing of your data set, what the ready-to-use data set will be? For example, after attribute selection or after data cleaningResult & discussion (5 marks) Present your results and findings Discuss your results Provide any suggestion to business managementConclusion (5 Marks) Summarize your report, highlight your business analysis problem/task, method, and resultsNote:In thisassignmentyou need to use Weka Software for calculation and Data Visualisation for the report.