Tensorflow : Advanced Techniques Solutions

This repository contains my solutions for the Coursera course TensorFlow: Advanced Techniques Specialization.

Incase any of the notebooks are not visible on GitHub, open in Colab:

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

• Week 1: Multiple Outputs Model using Keras Functional API.
• Week 2: Creating Custom Loss Functions.
• Week 3: Implement a Quadratic Layer.
• Week 4: Create a VGG Network.
• Week 5: Custom Callbacks.

Course 2: Custom and Distributed Training with TensorFlow

• Week 1: Basic Tensor Operations.
• Week 2: Breast Cancer Prediction.
• Week 3: Horse or Human?
• Week 4: Distributed Training.

Course 3: Advanced Computer Vision with TensorFlow

• Week 1: Bird Boxes.
  
• Week 2: Zombie Detector.
  
• Week 3: Image Segmentation of Handwritten Digits.
  
• Week 4: Dogs vs Cats Saliency Maps.
  

Course 4: Generative Deep Learning with TensorFlow

• Week 1: Style Transfer Dog.
  
• Week 2: AutoEncoder Model Loss and Accuracy.
  
• Week 3: Anime Faces.
  
• Week 4: Generated Hands.