As an IT Project Manager you are asked to provide this information, by organizing the activities and tasks involved with acquiring, processing, analyzing and repurposing data for the problem described above Describe how you would solve this problem, and how you would use the big data analytics life cycle in your solution. You should provide specific, detailed examples of how you would handle each stage of the process and what challenges you would expect to face. Vague, generic answers will receive little credit. Simply describing the big data life cycle will earn you little credit. I want to know how you would apply it to address this specific problem.
The Gotham City Council is trying to use a wide range of data sources to track the COVID-19 pandemic as it
spreads through the city. Their goal is to predict where new cases will appear in order to apply testing and
treatment effectively in order to protect the public and control its spread.
The city has many data sources — personal information of newly-detected cases, cell-tower location data
(person A was in the vicinity of cell tower X at time Z), mobile phone records (meta-data only—person A called
person B at time T connected through a particular cell tower, for example), electronic payment information
(person A purchased object B at location C at time T), opening and closing times for businesses in the city, the
city’s calendar of events, map information for the city, and data from social networks about parties,
conferences, and other gatherings. The city council wantsto identify which factors contribute most to the spread
of the virus, and then predict when and where new cases are likely to occur.
As an IT Project Manager you are asked to provide this information, by organizing the activities and tasks
involved with acquiring, processing, analyzing and repurposing data for the problem described above Describe
how you would solve this problem, and how you would use the big data analytics life cycle in your solution.
You should provide specific, detailed examples of how you would handle each stage of the process and what
challenges you would expect to face. Vague, generic answers will receive little credit. Simply describing the
big data life cycle will earn you little credit. I want to know how you would apply it to address this specific
problem.
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