Week 6 - Overfitting and Regularization

This week we will...

cover the following topics:

  • Important terms in machine learning

  • Overfitting and regularization

  • Model quality criteria

  • Introduction to neural nets

Learning Resources

  • Graphical tool for the definition and estimation of neural networks for different example datasets

  • Example of the effect of overfitting and regularization

Until next week you should...

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