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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
