Neuron to network, backprop animated, epochs, batches, learning rate, loss curves, and overfitting.
BeginnerAbout 7 hours6 lessons
What you will learn
From neuron to network
Forward pass and activation functions
Backpropagation, animated
Epochs, batches, and learning rate
Loss curves and overfitting
Curriculum
1
Neurons and networks
2 lessonsFree preview
From neuron to networkPreview9m
Forward pass and activation functionsPreview8m
2
Training a network
3 lessons
Backpropagation, animated11m
Epochs, batches, and learning rate9m
Loss curves and overfitting9m
3
Hands-on checkpoint
1 lessons
Checkpoint: train a neural net on Fashion-MNIST20m
Hands-on checkpoint
Every course ends with a Colab task you complete yourself. Our Gemini-assisted review gives feedback and points you to what to fix, it coaches you, it does not do it for you. This course uses the checkpoint dataset.