Artificial Intelligence: Human-computer Interaction Methodologies
Artificial Intelligence 2020
| Intermediate
- 14 videos | 56m 11s
- Includes Assessment
- Earns a Badge
Human computer interaction (HCI) design is the starting point for an artificial intelligence (AI) program. Overall HCI design is a creative problem-solving process oriented to the goal of satisfying largest number of customers. In this course, you will cover multiple methodologies used in the HCI design process and explore prototyping and useful techniques for software development and maintenance. First, learn how the anthropomorphic approach to HCI focuses on keeping the interaction with computers similar to human interactions. The cognitive approach pays attention to the capacities of a human brain. Next, learn to use the empirical approach to HCI to quantitatively evaluate interaction and interface designs, and predictive modeling is used to optimize the screen space and make interaction with the software more intuitive. You will examine how to continually improve HCI designs, develop personas, and use case studies and conduct usability tests. Last, you will examine how to improve the program design continually for AI applications; develop personas; use case studies; and conduct usability tests.
WHAT YOU WILL LEARN
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discover the key concepts covered in this courseidentify main steps in the HCI process and name multiple methodologies useddescribe the principles of the anthropomorphic approach to HCIdescribe the principles of the cognitive approach to HCIdescribe the principles of the empirical approach to HCIname and define multiple models that can be useful in HCI studiesidentify reasons why the iterative approach has shown to be most practical when designing software applications
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describe the principles of prototyping and distinguish between a prototype and a demonstration productdefine use cases for an AI application by creating personas and scenarioscreate a prototype of a simple AI applicationtroubleshoot usability of an AI application prototypespecify the central role of user feedback and focus groups in SlideHCI studiesrecognize how CI/CD became essential to any kind of software company and list multiple factors that make CI/CD important for AI companiessummarize the key concepts covered in this course
IN THIS COURSE
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1.Course Overview1m 44sUP NEXT
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2.HCI Design Methodologies4m 53s
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3.Anthropomorphic Approach to HCI3m 14s
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4.Cognitive Approach to HCI2m 47s
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5.Empirical Approach to HCI3m 35s
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6.Predictive Modeling Approach to HCI4m 19s
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7.Iterative Design Process4m 9s
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8.Prototyping Principles3m 1s
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9.Developing Personas and Scenarios8m 31s
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10.Prototyping in AI5m 10s
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11.Usability Testing5m 10s
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12.Importance of User Feedback to HCI3m 27s
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13.Continuous Development and Integration4m 56s
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14.Course Summary1m 15s
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