gitextract_stf4uzcu/

├── .gitignore
├── Convolutional Neural Networks/
│   ├── Convolution model - Application - v1.ipynb
│   ├── Convolution model - Step by Step - v1.ipynb
│   ├── Keras - Tutorial - Happy House v1.ipynb
│   └── Residual Networks - v1.ipynb
├── Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/
│   ├── Gradient Checking.ipynb
│   ├── Initialization.ipynb
│   ├── Optimization methods.ipynb
│   ├── Regularization.ipynb
│   ├── Tensorflow Tutorial.ipynb
│   ├── Week 1 Quiz - Practical aspects of deep learning.md
│   ├── Week 2 Quiz - Optimization algorithms.md
│   └── Week 3 Quiz - Hyperparameter tuning, Batch Normalization, Programming Frameworks.md
├── LICENSE
├── Neural Networks and Deep Learning/
│   ├── Building your Deep Neural Network - Step by Step.ipynb
│   ├── Deep Neural Network - Application.ipynb
│   ├── Logistic Regression with a Neural Network mindset.ipynb
│   ├── Planar data classification with one hidden layer.ipynb
│   ├── Week 1 Quiz - Introduction to deep learning.md
│   ├── Week 2 Quiz - Neural Network Basics.md
│   ├── Week 3 Quiz - Shallow Neural Networks.md
│   └── Week 4 Quiz - Key concepts on Deep Neural Networks.md
├── README.md
├── Sequence Models/
│   ├── Building a Recurrent Neural Network - Step by Step - v2.ipynb
│   ├── Dinosaurus Island -- Character level language model final - v3.ipynb
│   ├── Emojify - v2.ipynb
│   ├── Improvise a Jazz Solo with an LSTM Network - v1.ipynb
│   ├── Neural machine translation with attention - v2.ipynb
│   ├── Operations on word vectors - v2.ipynb
│   ├── Trigger word detection - v1.ipynb
│   └── rnn_utils.py
└── Structuring Machine Learning Projects/
    ├── Week 1 Quiz - Bird recognition in the city of Peacetopia (case study).md
    └── Week 2 Quiz - Autonomous driving (case study).md