Machine Learning

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Questions and Answers

What is the objective of machine learning?

  • To explain the action equation with theta and x
  • To change the parameter to make the AI do something different (correct)
  • To create a graph that shows the loss function
  • To use math to confuse the audience

What is the parameter being learned referred to as?

  • Loss function
  • Intelligence (correct)
  • Stereotypical curve
  • Action equation

What does changing the parameter do to the AI?

  • It makes the AI more intelligent
  • It creates a stereotypical curve
  • It confuses the audience
  • It changes what the AI will do (correct)

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Study Notes

  • The speaker is explaining the objective of machine learning.
  • A graph is used to illustrate the loss function and parameter being learned.
  • The parameter being learned is referred to as "intelligence."
  • The objective is to change the parameter to make the AI do something different.
  • Changing the parameter changes what the AI will do.
  • An example is given using an action equation with theta and x.
  • The output of the action equation changes based on the value of theta and x.
  • The speaker promises to make sense despite using math.
  • The graph shows a stereotypical curve often seen in machine learning.
  • The y-axis represents the loss function and the x-axis represents the parameter being learned.

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