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Artificial Intelligence (AI), Western Governors University. (2020, March…
Artificial Intelligence (AI)
Examples
Self-driving cars
Robo-advisors
Chatbots
Email spam filters
Netflix's recommendations
Voice recognition.
Streaming services
Healthcare technology
Factory and warehouse systems
Educational tools
Types
Reactive
Has no memory, only responds to different stimuli
Limited Memory
Uses memory to learn and improve its responses
Theory of Mind
Understands the needs to other intelligent entities
Self-Awareness
Has human-like intelligence and self-awareness
What is AI?
The definition of artificial intelligence is the theory and development of computer programs that are able to do tasks and solve problems that usually require human intelligence. Things like visual perception, speech recognition, decision-making, and word translation are all things that would normally need human intelligence, but now computer programs are able use their intelligence and capability to solve these tasks
(Western Governors University, 2020).
Uses in Project Management
(Marques, 2021)
Holistic Project View
Provide real time data and project status
Allows informed decision-making on the project duration, cost, and strategy.
Better understanding of critical activities, their actual priorities, or focus on a particular task
Planning & Resource Allocation
Machine learning algorithms for estimates of duration, resource and budget.
Robust project planning by enabling auto-scheduling
Historical data used to build custom workflow and estimate workload, review work and time-off schedules, pinpoint training needed for a specific resource or even suggest new hiring based on the application in the career portal matching to the skills required for the project
Requirements for project activities based on historical information.
Progress and task status tracked automatically, alerting the project manager
Business Insights and Productivity
Productivity - automating several repetitive processes.
Enables project management to provide more insights into possible outcomes
How it works
(Western Governors University, 2020)
Deep Learning
Deep learning is an element of machine learning, just with larger data sets and more layers
Cognitive computing
human-like interaction with machines. Think robots that can see and hear, and then respond as a human would
Machine learning
Machine learning is a common way for programs to find patterns and increase their intelligence over time.
Computer vision
Understanding a picture or video, the machine can look around and take pictures or videos in real time, and interpret the surroundings.
Western Governors University. (2020, March 31). What is AI technology and how is it used? Western Governors University. Retrieved February 8, 2022, from
https://www.wgu.edu/blog/what-ai-technology-how-used2003.html#close
Marques, C. (2021, January 12). How artificial intelligence can help in project management. Modis. Retrieved February 8, 2022, from
https://www.modis.com/en-be/insights/blog/how-artificial-intelligence-can-help-in-project-management/
References
Created by Roddy Esposito
City University
Winter - 2022