Page 83 - DCAP606_BUSINESS_INTELLIGENCE
P. 83

Business Intelligence




                    Notes          ETL Tools are typically used by a broad range of professionals - from students to database
                                   architects.




                                      Task  “Microsoft enables business users to look no further than Excel for self-service BI”.
                                     Comment.

                                   Self Assessment


                                   State whether the following statements are true or false:
                                   18.  The first stage of an ETL process is transformation stage which involves extracting the data
                                       from the source systems.

                                   19.  The loading stage applies a series of rules or functions to the extracted data to derive the
                                       data for loading into the end target.
                                   20.  A common use case for ETL tools include converting CSV files to formats readable by
                                       relational databases.




                                     Case Study  Wireless Data Services Provider - Business
                                                 Intelligence Platform & Reporting

                                     Background
                                     As a growing provider of wireless broadband services, the road to success in this competitive
                                     industry is clear: expand coverage as quickly and as efficiently as possible while maintaining
                                     the highest level of service quality. In an effort to control rising costs and enable strategic
                                     decision making, the company required a method for assembling, analysing, and
                                     disseminating network deployment data with maximum visibility and accuracy. During
                                     the ongoing network expansion process, numerous sites were quickly acquired, zoned,
                                     and permitted simultaneously by the deployment team. With only a small time window
                                     to complete work, even the most minor setback could lead to massive cost overruns.
                                     A lack of site status visibility was causing problem sites to incur exponentially higher
                                     costs due to re-work and redundant permitting. To maintain the aggressive schedule and
                                     avoid run-away costs, the network development team needed a system to quickly identify
                                     site progress against build-out goals. Concurrently, the market launch team struggled to
                                     communicate with the network deployment team. Without accurate market status
                                     information, they were unable to make informed decisions and effectively forecast the
                                     demand for customer service resources. This lack of communication posed the risk of
                                     causing market launch delays and the loss of significant future revenue. Additionally,
                                     dependable market coverage information was needed to measure adherence to regulatory
                                     requirements.
                                     Giving Visibility to the Network Build Out
                                     The shortage of actionable information was not due to a lack of data. An internally
                                     developed system tracked the network build-out process and compiled raw transactional
                                     records. Analysts, however, were tasked with manually cleaning and analysing massive
                                     “data dumps” from the system. Due to the sheer amount of data, only a small subset of the
                                                                                                         Contd....



          78                                LOVELY PROFESSIONAL UNIVERSITY
   78   79   80   81   82   83   84   85   86   87   88