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Training Neural Networks and Deep Learning Optimization Methods - Lecture 16

Training Neural Networks and Deep Learning Optimization Methods - Lecture 16

Manolis Kellis via YouTube Direct link

Bias/variance tradeoff

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Bias/variance tradeoff

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Training Neural Networks and Deep Learning Optimization Methods - Lecture 16

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  1. 1 Let’s make a model to predict BBB transmission!
  2. 2 Training a neural network
  3. 3 Momentum methods
  4. 4 Fitting a simple linear model
  5. 5 Bias/variance tradeoff
  6. 6 Regularization
  7. 7 Adam and the L2 penalty
  8. 8 Batch normalization
  9. 9 Back to our model

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