Modern Keras design patterns

Keras is the preferred high level machine learning (ML) library for many ML practitioners, and it's now fully integrated into TensorFlow. Keras enables a spectrum of workflows, gradually exposing complexity when you need it to build more elaborate models. Using a simple variational autoencoder as an example, this Session introduces you to standard Keras design patterns that let you add customizations and low level TensorFlow code where it matters, keeping things simple everywhere else. Register for I/O → https://goo.gle/2OTj06K Speakers: Martin Gorner, Francois Chollet Watch more: TensorFlow at Google I/O 2021 Playlist → https://goo.gle/io21-TensorFlow All Google I/O 2021 Technical Sessions → https://goo.gle/io21-technicalsessions All Google I/O 2021 Sessions → https://goo.gle/io21-allsessions Subscribe to TensorFlow → https://goo.gle/TensorFlow #GoogleIO