li8182 / Coursera_deep_learning

This something about deep learning on Coursera by Andrew Ng

Coursera_deep_learning

This something about deep learning on Coursera by Andrew Ng

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guide

Neural Networks and Deep Learning

• week2 Logistic Regression

• week3 3 layers NN

• week4 deep NN

Improving Deep Neural Networks

• week1 Gradient Checking,Initialization and Regularization

• week2 Optimization methods

• week3 Tensorflow Tutorial

Convolutional Neural Nets

• week1 CNN step by step

• week2 Resnet and Keras

• week3 YOLO Object Detection

• week4

  • Style Transfer
  • FaceNet

sequence model

• week1
  • RNN step by step
  • Character level language model
  • Improvise a Jazz Solo
• week2
  • word_embeding
  • emogify
• week3
  • Trigger Word Detection
  • Neural Machine Translation