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Optimization

Learn how to

  • Quantify model performance using loss function
  • Use loss functions as the basis for an algorithm called gradient
  • Optimize gradient descent to be as efficient as possible
  • Use performance metrics to make business decisions

Defining ML Models

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Loss Functions

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Gradient Descent

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TensorFlow Playground

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https://goo.gl/EEuEGp

https://goo.gl/3pmeKj

https://goo.gl/ou9iMB

Performance Metrics

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