The report is divided into 3 parts:
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Rental “demand” investigation: Weka is used to pre-process the data and build linear regression model to perform this analysis.
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Storing data and possible solutions
- A relational database is built in third normal form.
- Sample SQL statements are created to retrieve data.
- For addressing the needs of a housing manager dealing with significant data volumes across international offices,
- a distributed system architecture that utilizes Hadoop ecosystem technologies is proposed as a comprehensive solution.
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Considering web-based application Given the context of developing a public-facing application to promote a housing manager's business and the intention to capture personal details of potential clients, here are the three most salient privacy issues to consider, informed by the details provided in Task 1 and Task 2:
- Data Security and Privacy Compliance
- Consent and Transparency
- Long-term Data Storage and Accessibility
- The source code is in data folder
- Detailed report is in report.pdf