illustrates how data analytics can be used to create strategies for sustainable organizational
success while integrating the organization’s mission with societal values. You’ll apply statistical time series
modeling techniques to identify patterns and develop time-dependent demand models. You’ll practice
organizing and delivering a presentation to senior decision-makers. The PowerPoint presentation includes an
audio component in addition to speaker notes.
Scenario: A city’s administration isn’t driven by the goal of maximizing revenues or profits but instead looks at
improving the quality of life of its residents. Many American cities are confronted with high traffic and
congestion. Finding parking spaces, whether in the street or a parking lot, can be time consuming and
contribute to congestion. Some cities have rolled out data-driven parking space management to reduce
congestion and make traffic more fluid.
You’re a data analyst working for a mid-size city that has anticipated significant increments in population and
car traffic. The city is evaluating whether it makes sense to invest in infrastructure to count and report the
number of parking spaces available at the different parking lots downtown. This data would be collected and
processed in real-time, feeding an app that motorists can access to find parking space availability in different
parking lots throughout the city.
Sample Solution