Business Information Technology and Business Transformation Tasks
- Please, research a case (Google, white papers, videos, YouTubeetc.) that shows a company using their IT infrastructure in a way to differentiate their operations in the market. How they are doing it? What things they considered important? Describe in detail the technical details (as much as possible). Imagine the next steps for their business, where they are trying to go, what things they can eventually do with their infrastructure.
- Please, discuss the use of master data management tool (like Informatica, Riversand, Reltio, Tibco). Research these tools, understand their play. What do they cover? Explain the other areas that they might cover, such as data model, integration, ETL (extraction, transformation and loading), B2B, B2C.
You can put together an extended table and make a detailed comparison.
- Please, list the phases of steps to build a data warehouse. Be as detailed as possible. Link to the business needs, the technical considerations. Discuss the data model and the difference between a transaction database and a DW.
- Analyze the data base from Universal Bank and develop a Proof of Concept that would support the Credit department from the Bank to identify possible customers to be offered a Loan in the future.
- Build a set of heuristic rules to predict who or who won’t be offered a loan. (Use a graphical and tabular approach)
- Build a confusion matrix with your first set of rules, now try to reduce the number of false positives and false negatives, what assumptions did you take?
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