9.5 h | Video: AVC (.MP4) 1280x720 30fps | Audio: AAC 44.1KHz 2ch | 1.41Gb

Genre: eLearning | Language: English

Understand and build Deep Learning models for images, text, sound and more using Python and Keras

What Will I Learn?

To describe what Deep Learning is in a simple yet accurate way

To explain how deep learning can be used to build predictive models

To distinguish which practical applications can benefit from deep learning

To install and use Python and Keras to build deep learning models

To apply deep learning to solve supervised and unsupervised learning problems involving images, text, sound, time series and tabular data.

To build, train and use fully connected, convolutional and recurrent neural networks

To look at the internals of a deep learning model without intimidation and with the ability to tweak its parameters

To train and run models in the cloud using a GPU

To estimate training costs for large models

To re-use pre-trained models to shortcut training time and cost (transfer learning)