Model training

Machine Learning per il business

Karolis Urbonas

Head of Machine Learning & Science, Amazon

Modeling dataset

training1

Machine Learning per il business

Full dataset

full-dataset

Machine Learning per il business

Splitting data for training

splitting

Machine Learning per il business

Test

testing

Machine Learning per il business

Overfitting and underfitting

dataregression

Machine Learning per il business

Underfitting

underfitting

Machine Learning per il business

Overfitting 1

over1

Machine Learning per il business

Overfitting 2

over2

Machine Learning per il business

Right model fit 1

rightfit1

Machine Learning per il business

Right model fit 2

rightfit2

Machine Learning per il business

Model training

model-training-start

Machine Learning per il business

Assess model performance on test

final-model

Machine Learning per il business

Try a few models

few-models

Machine Learning per il business

Let's practice!

Machine Learning per il business

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