TensorFlow-Advanced-Techniques-Specialization
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![](https://github.com/ashishpatel26/TensorFlow-Advanced-Techniques-Specialization/raw/main/images/main.jpg?raw=true)
Course Link
Deeplearning.AI TensorFlow: Advanced Techniques Specialization Solution
Course 1: Custom Models, Layers, and Loss Functions with TensorFlow
![](https://github.com/ashishpatel26/TensorFlow-Advanced-Techniques-Specialization/raw/main/images/Course1.jpg?raw=true)
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
![](https://github.com/ashishpatel26/TensorFlow-Advanced-Techniques-Specialization/raw/main/images/Course2.jpg?raw=true)
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
![](https://github.com/ashishpatel26/TensorFlow-Advanced-Techniques-Specialization/raw/main/images/Course3.jpg?raw=true)
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
![](https://github.com/ashishpatel26/TensorFlow-Advanced-Techniques-Specialization/raw/main/images/Course4.jpg?raw=true)
Sr |
Weeks |
Link |
1 |
Style Transfer |
Link |
2 |
AutoEncoders |
Link |
3 |
Variance AutoEncoders |
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4 |
GANS |
Link |