AI Technology Fundamentals

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GodGivenDetroit
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6 Questions

Which AI subfield deals with enabling computers to understand and interpret visual information from the world?

Computer Vision

Which of the following AI applications involves analyzing and identifying the sentiment of human language?

Sentiment Analysis

Which AI subset uses neural networks to analyze data and has applications in image recognition and natural language processing?

Deep Learning

What is the expected capability of GPT-4 in generating human-like text?

More realistic text generation

Which of the following is NOT a known term in AI technology?

Sorra

What is the primary inspiration for the structure and function of Deep Learning?

The human brain

Study Notes

AI Technology

Natural Language Processing (NLP)

  • Subfield of AI that deals with interaction between computers and human language
  • Enables computers to understand, interpret, and generate human language
  • Applications:
    • Sentiment analysis
    • Language translation
    • Text summarization
    • Chatbots

Computer Vision

  • Subfield of AI that deals with enabling computers to interpret and understand visual information
  • Applications:
    • Image recognition
    • Object detection
    • Facial recognition
    • Autonomous vehicles

Deep Learning

  • Subset of machine learning that uses neural networks to analyze data
  • Inspired by structure and function of human brain
  • Applications:
    • Image and speech recognition
    • Natural language processing
    • Game playing (e.g. AlphaGo)
    • Autonomous vehicles

GPT-4

  • Not yet released, but expected to be a successor to GPT-3 (Generative Pre-trained Transformer 3)
  • Expected to be a more advanced language model capable of generating human-like text
  • Potential applications:
    • Improved language translation
    • Enhanced chatbots
    • More realistic text generation

Test your knowledge of AI subfields, including Natural Language Processing, Computer Vision, and Deep Learning, as well as emerging technologies like GPT-4. Explore applications and concepts in this comprehensive quiz.

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