Kaggle
Free Online Course
English
Certificate Available
4 hours worth of material
selfpaced
Overview
Use TensorFlow and Keras to build and train neural networks for structured data.
- Learn about linear units, the building blocks of deep learning.
- Add hidden layers to your network to uncover complex relationships.
- Use Keras and Tensorflow to train your first neural network.
- Improve performance with extra capacity or early stopping.
- Add these special layers to prevent overfitting and stabilize training.
- Apply deep learning to another common task.
- Get started with Tensor Processing Units (TPUs)!
Syllabus
- A Single Neuron
- Deep Neural Networks
- Stochastic Gradient Descent
- Overfitting and Underfitting
- Dropout and Batch Normalization
- Binary Classification
- Detecting the Higgs Boson With TPUs
Taught by
Ryan Holbrook
