The most forward-thinking organizations are making strategic investments in artificial intelligence (AI), especially machine learning, using location data as the connective thread to automate processes, improve predictive modeling, and gain operational efficiency. Public works organizations already use a geographic information system (GIS) to uncover hidden patterns, gain crucial insights, and provide the best government services for citizens. Now, the benefits of GIS can be accelerated with artificial intelligence and machine learning. This session will provide an overview of GeoAI and show examples of how public works agencies are using it to optimize snow and ice management, automate data collection, prioritize maintenance of infrastructure, identify areas of blight or homelessness, and allocate resources based on the greatest need.
Contributor/Source
Christopher Thomas
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Introductory
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Mastery of basic concepts associated with an area has been obtained. Focuses on understanding nuances, advanced concepts, and intricacies with implementation within knowledge area. Strong understanding of how the concept impacts other factors or areas of operations.
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APWA Guides provide guidance to public works professionals on a specific a topic.
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Click, Listen & Learn (CLL) are interactive educational webinars. Each program is led by top experts in the field who share new ideas, methods, and technologies in a fast-paced two-hour time frame. These programs are available free to APWA members. CLL programs are eligible for continuing education units (CEUs).
Primer
Primers are used to educate policymakers about public works roles and responsibilities in public rights of way, the impact of federal workforce development policies on the industry and workforce, and the importance of resilient infrastructure.
PWX
PWX session recordings cover a wide variety of topics, including integrating modes of transportation, traffic and transit, construction management, emergency management, engineering and technology, fleet and facilities, management, parks and grounds, snow and ice control, and stormwater/flood control, as well as solid waste, roads and bridges and water/wastewater. PWX sessions are eligible for continuing education units (CEUs).
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APWA Reporter articles are written by public works practitioners on subjects such as solid waste management, water resources, municipal engineering, transportation, equipment services, buildings and grounds, snow removal, and other public works-related topics.
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