Artificial Intelligence: Types of Artificial Intelligence

Artificial Intelligence    |    Intermediate
  • 14 Videos | 53m 10s
  • Includes Assessment
  • Earns a Badge
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This course covers simple and complex types of AI (artificial intelligence) available in today’s market. In it, you will explore theories of mind research, self-aware AI, artificial narrow intelligence, artificial general intelligence, and artificial super intelligence. First, learn the ways in which AI is used today in agriculture, medicine, by the military, in financial services, and by governments. As a special field of computer science that uses mathematics, statistics, cognitive and behavioral sciences, AI uses unique applications to perform actions based on data it uses as an input, and does so by mimicking the activity within the human brain. No data can be 100 percent accurate, bringing a certain degree of uncertainty to any kind of AI application. So this course seeks to explain how and why AI needs to be developed for a particular use scenario, helping you understand the many aspects involved in AI programming and how AI performance needs to be good enough to complete a certain task.

WHAT YOU WILL LEARN

  • discover the key concepts covered in this course
    compare multiple approaches to AI development to distinguish key differences between them
    define reactive and limited memory systems and describe reactive AI, limited memory AI, and a combination of both
    define artificial narrow intelligence, describe multiple areas of its use in the modern world, and recognize the latest research
    describe how using AI tools can enable even further breakthroughs in the fields of human health and environment and list examples of successful AI uses in agriculture, medicine, and philanthropy
    describe basic uses of AI in robotics and aviation and identify potential threats and possible advantages to using AI in military
    specify how use of big data gave rise to social and financial AI and list examples of successful use of AI in the government
  • recognize state of the art AI research and identify opportunities for more advanced uses of AI
    define interaction machines using the concept of theory of mind and list opportunities for AI development in this area
    describe true research on self-aware AI and compare it with common views on the future of AI
    describe the possibilities provided by further research in AI and list areas in which ANI systems will supersede humans in the near future
    define general intelligence in terms of AI tools known today and recognize the amount of work needed to achieve any AGI
    compare artificial super intelligence with artificial general intelligence and specify the multiple factors needed to achieve them
    summarize the key concepts covered in this course

IN THIS COURSE

  • Playable
    1. 
    Course Overview
    1m 41s
    UP NEXT
  • Playable
    2. 
    Overview of Existing Types of AI
    3m 2s
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    3. 
    Reactive and Limited Memory AI
    3m 48s
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    4. 
    Artificial Narrow Intelligence
    3m 7s
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    5. 
    Agricultural, Medical, and Philanthropic AI Uses
    4m 37s
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    6. 
    Aviation, Robotics, and Military AI Uses
    3m 59s
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    7. 
    Finance, Retail, and Government AI Uses
    3m 42s
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    8. 
    Current AI Research and Further Possibilities
    3m 55s
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    9. 
    Theory of Mind AI Research
    3m 3s
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    10. 
    Self-Aware AI
    3m 30s
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    11. 
    AI in Perspective
    3m 24s
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    12. 
    Artificial General Intelligence
    3m 55s
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    13. 
    Artificial Super Intelligence
    3m 50s
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    14. 
    Course Summary
    1m 36s

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