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Questions and Answers

Which technology is the overarching system among artificial intelligence, machine learning, deep learning, and neural networks?

  • Neural networks
  • Artificial intelligence (correct)
  • Deep learning
  • Machine learning

Which technology is a subset of artificial intelligence?

  • Machine learning (correct)
  • Artificial intelligence
  • Neural networks
  • Deep learning

Which technology is a subfield of machine learning?

  • Machine learning
  • Artificial intelligence
  • Deep learning (correct)
  • Neural networks

What makes up the backbone of deep learning algorithms?

<p>Neural networks (D)</p> Signup and view all the answers

In which technology can you see its application in social media through object recognition in photos or in talking directly to devices like Alexa or Siri?

<p>Machine learning (B)</p> Signup and view all the answers

How are artificial intelligence, machine learning, deep learning, and neural networks related to each other?

<p>Artificial intelligence, machine learning, deep learning, and neural networks can be thought of as a series of AI systems from largest to smallest, with each encompassing the next.</p> Signup and view all the answers

What are the differences between artificial intelligence, machine learning, deep learning, and neural networks?

<p>Artificial intelligence is the overarching system, machine learning is a subset of AI, deep learning is a subfield of machine learning, and neural networks make up the backbone of deep learning algorithms.</p> Signup and view all the answers

In what ways are companies relying more heavily on machine learning algorithms?

<p>Companies are relying more heavily on machine learning algorithms to make things easier and to keep up with the pace of consumer expectations.</p> Signup and view all the answers

What are some examples of the application of machine learning algorithms in daily life?

<p>Machine learning algorithms can be seen in social media through object recognition in photos and in talking directly to devices like Alexa or Siri.</p> Signup and view all the answers

How is deep learning related to machine learning and neural networks?

<p>Deep learning is a subfield of machine learning, and neural networks make up the backbone of deep learning algorithms.</p> Signup and view all the answers

Flashcards

Artificial Intelligence

The overarching system that encompasses machine learning, deep learning, and neural networks.

Machine Learning

A subset of artificial intelligence that enables systems to learn from data.

Deep Learning

A subfield of machine learning that uses neural networks to analyze data.

Neural Networks

The backbone of deep learning algorithms consisting of interconnected nodes.

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Relationship of AI systems

AI systems are related as a series, from largest (AI) to smallest (neural networks).

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Applications of Machine Learning in Social Media

Utilizes object recognition in photos and voice-activated devices.

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Machine Learning in Consumer Expectations

Companies use machine learning to meet fast consumer demands.

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Examples of Deep Learning

Deep learning heavily relies on neural networks for analyzing complex data patterns.

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Backbone of Deep Learning

Neural networks form the fundamental structure for deep learning algorithms.

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Deep Learning vs Machine Learning

Deep learning is a special case of machine learning that focuses on neural networks.

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