/DeeplearningAI_AndrewNg

Deep Learning Specialization by Andrew Ng on Coursera.

Primary LanguagePythonMIT LicenseMIT

DeeplearningAI_AndrewNg

Deep Learning Specialization by Andrew Ng on Coursera.

Warning

Finished by Jinkey, you can reference from my code，but please don't submit my code to coursera in order to get your own certification.

你可以参考我的代码，但请不要把我的代码提交到 Coursera 以获得你的证书。我的代码并非按照课程的代码风格和规范编写。

My Environment

  • Python 2.7
  • scipy (0.13.0b1)
  • numpy (1.13.3)
  • matplotlib (2.0.2)
  • h5py (2.7.1)

While In Python3，Int/Int may Float，but you may get zero in Python2. For example, 1/2=0 in Python2 while 1/2=0.5 in Python3

Index

Course 1: Neural Networks and Deep Learning

  • Week 2 - PA 1 - Logistic Regression with a Neural Network mindset
  • Week 3 - PA 2 - Planar data classification with one hidden layer
  • Week 4 - PA 3 - Building your Deep Neural Network: Step by Step¶
  • Week 4 - PA 4 - Deep Neural Network for Image Classification: Application

Recommendation

DeeplearningBook and its chinese version 深度学习中文版