# Custom Models, Layers, and Loss Functions with TensorFlow
## Week 1 - Functional APIs
- [Lab: Functional API Practice](https://github.com/y33-j3T/Coursera/blob/master/Custom%20Models%2C%20Layers%2C%20and%20Loss%20Functions%20with%20TensorFlow/Week%201%20-%20Functional%20APIs/C1_W1_Lab_1_functional-practice.ipynb)
- [Lab: Multi-output](https://github.com/y33-j3T/Coursera/blob/master/Custom%20Models%2C%20Layers%2C%20and%20Loss%20Functions%20with%20TensorFlow/Week%201%20-%20Functional%20APIs/C1_W1_Lab_2_multi-output.ipynb)
- [Lab: Siamese network](https://github.com/y33-j3T/Coursera/blob/master/Custom%20Models%2C%20Layers%2C%20and%20Loss%20Functions%20with%20TensorFlow/Week%201%20-%20Functional%20APIs/C1_W1_Lab_3_siamese-network.ipynb)
- [Programming Assignment: Multiple Output Models using Keras Functional API](https://github.com/y33-j3T/Coursera/blob/master/Custom%20Models%2C%20Layers%2C%20and%20Loss%20Functions%20with%20TensorFlow/Week%201%20-%20Functional%20APIs/C1W1_Assignment.ipynb)

## Week 2 - Custom Loss Functions
- [Lab: Huber Loss lab](https://github.com/y33-j3T/Coursera/blob/master/Custom%20Models%2C%20Layers%2C%20and%20Loss%20Functions%20with%20TensorFlow/Week%202%20-%20Custom%20Loss%20Functions/C1_W2_Lab_1_huber-loss.ipynb)
- [Lab: Huber Loss object](https://github.com/y33-j3T/Coursera/blob/master/Custom%20Models%2C%20Layers%2C%20and%20Loss%20Functions%20with%20TensorFlow/Week%202%20-%20Custom%20Loss%20Functions/C1_W2_Lab_2_huber-object-loss.ipynb)
- [Lab: Contrastive loss in the siamese network](https://github.com/y33-j3T/Coursera/blob/master/Custom%20Models%2C%20Layers%2C%20and%20Loss%20Functions%20with%20TensorFlow/Week%201%20-%20Functional%20APIs/C1_W1_Lab_3_siamese-network.ipynb) (same as week 1's siamese network)
- [Programming Assignment: Creating a custom loss function](https://github.com/y33-j3T/Coursera/blob/master/Custom%20Models%2C%20Layers%2C%20and%20Loss%20Functions%20with%20TensorFlow/Week%202%20-%20Custom%20Loss%20Functions/C1W2_Assignment.ipynb)

## Week 3 - Custom Layers
- [Lab: Lambda layer](https://github.com/y33-j3T/Coursera/blob/master/Custom%20Models%2C%20Layers%2C%20and%20Loss%20Functions%20with%20TensorFlow/Week%203%20-%20Custom%20Layers/C1_W3_Lab_1_lambda-layer.ipynb)
- [Lab: Custom dense layer](https://github.com/y33-j3T/Coursera/blob/master/Custom%20Models%2C%20Layers%2C%20and%20Loss%20Functions%20with%20TensorFlow/Week%203%20-%20Custom%20Layers/C1_W3_Lab_2_custom-dense-layer.ipynb)
- [Lab: Activation in a custom layer](https://github.com/y33-j3T/Coursera/blob/master/Custom%20Models%2C%20Layers%2C%20and%20Loss%20Functions%20with%20TensorFlow/Week%203%20-%20Custom%20Layers/C1_W3_Lab_3_custom-layer-activation.ipynb)
- [Programming Assignment: Implement a Quadratic Layer](https://github.com/y33-j3T/Coursera/blob/master/Custom%20Models%2C%20Layers%2C%20and%20Loss%20Functions%20with%20TensorFlow/Week%203%20-%20Custom%20Layers/C1W3_Assignment.ipynb)

## Week 4 - Custom Models
- [Lab: Build a basic model](https://github.com/y33-j3T/Coursera/blob/master/Custom%20Models%2C%20Layers%2C%20and%20Loss%20Functions%20with%20TensorFlow/Week%204%20-%20Custom%20Models/C1_W4_Lab_1_basic-model.ipynb)
- [Lab: Build a ResNet model](https://github.com/y33-j3T/Coursera/blob/master/Custom%20Models%2C%20Layers%2C%20and%20Loss%20Functions%20with%20TensorFlow/Week%204%20-%20Custom%20Models/C1_W4_Lab_2_resnet-example.ipynb)
- [Programming Assignment: Create a VGG network](https://github.com/y33-j3T/Coursera/blob/master/Custom%20Models%2C%20Layers%2C%20and%20Loss%20Functions%20with%20TensorFlow/Week%204%20-%20Custom%20Models/C1W4_Assignment.ipynb)

## Week 5 - Bonus Content - Callbacks
- [Lab: Built-in Callbacks](https://github.com/y33-j3T/Coursera/blob/master/Custom%20Models%2C%20Layers%2C%20and%20Loss%20Functions%20with%20TensorFlow/Week%205%20-%20Bonus%20Content%20-%20Callbacks/C1_W5_Lab_1_exploring-callbacks.ipynb)
- [Lab: Custom Callbacks](https://github.com/y33-j3T/Coursera/blob/master/Custom%20Models%2C%20Layers%2C%20and%20Loss%20Functions%20with%20TensorFlow/Week%205%20-%20Bonus%20Content%20-%20Callbacks/C1_W5_Lab_2_custom-callbacks.ipynb)


Collaborative Calculation and Data Science

colby

sagemath

Custom Models, Layers, and Loss Functions with TensorFlow

Week 1 - Functional APIs

Week 2 - Custom Loss Functions

Week 3 - Custom Layers

Week 4 - Custom Models

Week 5 - Bonus Content - Callbacks

Product

Resources

Company