Coursera: Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization - All weeks solutions [Assignment + Quiz] - deeplearning.ai

Improving Deep Neural Networks - (All Weeks Assignment & Quiz)

The complete week-wise solutions for all the assignments and quizzes for the course "Coursera: Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization by deeplearning.ai" is given below:

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=== Week 1 ===

Assignments: 

• Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization (Week 1) [Assignment Solution]
  ▸ Initialization


• Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization (Week 1) [Assignment Solution]
  ▸ Regularization


• Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization (Week 1) [Assignment Solution]
  ▸ Gradient Checking

Quiz:

• Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization (Week 1) Quiz
  ▸ Practical aspects of deep learning

=== Week 2 ===

Assignments:

• Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization (Week 2) [Assignment Solution]
  ▸ Optimization Methods v1b

Quiz:

• Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization (Week 2) Quiz
  ▸ Optimization algorithms

=== Week 3 ===

Assignments:

• Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization (Week 3) [Assignment Solution]
  ▸ TensorFlow Tutorial v3b

Quiz:

• Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization (Week 3) Quiz
  ▸ Hyperparameter tuning, Batch Normalization, Programming Frameworks

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