Artificial Intelligence: Human-computer Interaction Methodologies

Artificial Intelligence 2020    |    Intermediate
  • 14 Videos | 1h 2m 11s
  • Includes Assessment
  • Earns a Badge
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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

  • discover the key concepts covered in this course
    identify main steps in the HCI process and name multiple methodologies used
    describe the principles of the anthropomorphic approach to HCI
    describe the principles of the cognitive approach to HCI
    describe the principles of the empirical approach to HCI
    name and define multiple models that can be useful in HCI studies
    identify reasons why the iterative approach has shown to be most practical when designing software applications
  • describe the principles of prototyping and distinguish between a prototype and a demonstration product
    define use cases for an AI application by creating personas and scenarios
    create a prototype of a simple AI application
    troubleshoot usability of an AI application prototype
    specify the central role of user feedback and focus groups in SlideHCI studies
    recognize how CI/CD became essential to any kind of software company and list multiple factors that make CI/CD important for AI companies
    summarize the key concepts covered in this course

IN THIS COURSE

  • Playable
    1. 
    Course Overview
    1m 44s
    UP NEXT
  • Playable
    2. 
    HCI Design Methodologies
    4m 53s
  • Locked
    3. 
    Anthropomorphic Approach to HCI
    3m 14s
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    4. 
    Cognitive Approach to HCI
    2m 47s
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    5. 
    Empirical Approach to HCI
    3m 35s
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    6. 
    Predictive Modeling Approach to HCI
    4m 19s
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    7. 
    Iterative Design Process
    4m 9s
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    8. 
    Prototyping Principles
    3m 1s
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    9. 
    Developing Personas and Scenarios
    8m 31s
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    10. 
    Prototyping in AI
    5m 10s
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    11. 
    Usability Testing
    5m 10s
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    12. 
    Importance of User Feedback to HCI
    3m 27s
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    13. 
    Continuous Development and Integration
    4m 56s
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    14. 
    Course Summary
    1m 15s

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