Exercise notebooks for deep learning

1. Neural Networks and Deep Learning

1. Week 2
   • Logistic Regression as a Neural Network
   • Python Basics with Numpy
2. Week 3
   • Planar data classification with one hidden layer
3. Week 4
   • Building your Deep Neural Network - Step by Step
   • Deep Neural Network Application_ Image Classification

2. Improving Deep Neural Networks

1. week5
   • Gradient Checking
   • Initialization
   • Regularization
2. week6
3. week7

3. Structuring Machine Learning Projects

4. Convolutional Neural Networks

1. week1

5. Sequence Models

Others

• Only empty notebooks (without answers) are provided.
• For any questions, please submit issues.

Practice in myBinder.org

or copy the following URL:

https://mybinder.org/v2/gh/loveunk/deep-learning-exercise-notebook/master