/TensorFlow-Advanced-Techniques-Specialization

Tensorflow Advanced Technique Specialization

Primary LanguageJupyter Notebook

TensorFlow-Advanced-Techniques-Specialization

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Course Link

Deeplearning.AI TensorFlow: Advanced Techniques Specialization Solution

Course 1: Custom Models, Layers, and Loss Functions with TensorFlow

Sr Weeks Link
1 Functional API Link
2 Custom Loss Functions Link
3 Custom Layers Link
4 Custom Models, Layers, and Loss Functions with Tensorflow Link

Course 2: Custom and Distributed Training with TensorFlow

Sr Weeks Link
1 Differentiation and Gradients Link
2 Custom Training Link
3 Graph Mode Link
4 Custom and Distribnuted Training with Tensorflow Link

Course 3: Advanced Computer Vision with TensorFlow

Sr Weeks Link
1 Introduction to Computer Vision Link
2 Object Detection Link
3 Image Segmentation Link
4 Visualization and Interpretability Link

Course 4: Generative Deep Learning with TensorFlow

Sr Weeks Link
1 Style Transfer Link
2 AutoEncoders Link
3 Variance AutoEncoders Link
4 GANS Link