In DemandIntermediate
Deep Learning with Neural Networks
Understand the engines behind modern AI. You'll learn how neural networks and backpropagation work, then build and train deep models in both TensorFlow and PyTorch.
8 weeks4.8 rating1.8k enrolled
What you'll learn
Explain how neural nets and backprop work
Build and train deep networks
Use TensorFlow and PyTorch
Tune architectures and hyperparameters
Curriculum
1
Neural Network Basics
- Perceptrons & layers
- Activation functions
- Backpropagation
2
Training Deep Nets
- Loss & optimisers
- Regularisation
- Hyperparameter tuning
3
Frameworks
- TensorFlow & Keras
- PyTorch
- CNNs & RNNs intro
Tools you'll master
TensorFlowPyTorchKerasGoogle Colab
$899One payment, lifetime access
Duration8 weeks
LevelIntermediate
CertificateIncluded
Career supportIncluded
30-day money-back guarantee
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