Zero to Deep Learning™ with Python and Keras

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

What Will I Learn from the course "Zero to Deep Learning™ with Python and Keras"?

• 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)

Includes:

• 9.5 hours on-demand video
• 7 Articles
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion

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