TensorFlow-Advanced-Techniques-Specialization
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ashishpatel26
ashishpatel26
Tensorflow Advanced Technique Specialization
TensorFlow-Advanced-Techniques-Specialization
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 |
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Tensorflow Advanced Technique Specialization