TensorFlow: Advanced Techniques

Description

In this course, you will :

• Understand the Functional API's underlying foundation and create exotic non-sequential model types, custom loss functions, and layers.
• Learn about optimization and how to use GradientTape and Autograph to optimise training in a variety of environments using a variety of processors and chip types.
• Experiment with object detection, image segmentation, and visual convolution interpretation.
• From Style Transfer to Auto Encoding and VAEs to GANs, learn about generative deep learning and how AIs can create new content.

Syllabus :

• Custom Models, Layers, and Loss Functions with TensorFlow
• Custom and Distributed Training with TensorFlow
• Advanced Computer Vision with TensorFlow
• Generative Deep Learning with TensorFlow