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Machine Learning Basics
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Assignments
DeepChem
Dealing with molecules
Graph Convolution
Image Convolution
Overfitting
Neural Networks
Logistic regression
Linear regression and gradient descent
Machine Learning Basics
Home
Assignments
DeepChem
Dealing with molecules
Graph Convolution
Image Convolution
Overfitting
Neural Networks
Logistic regression
Linear regression and gradient descent
More
Home
Assignments
DeepChem
Dealing with molecules
Graph Convolution
Image Convolution
Overfitting
Neural Networks
Logistic regression
Linear regression and gradient descent
Overfitting
Outline
Overfitting: training and validation sets
Regression using a neural network
Regularisation: Early Stopping
Regularisation: Weight Decay
Regularisation: Dropout
Batch normalisation
Training, validation, and test sets
Regularisation in Keras
Videos
Ideas for further coding projects
Go back to your previous projects and look for signs of overfitting. Can you correct using some of the techniques described here?
Inspiration/Further reading
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