https://github.com/zehuichen123/deep-learning-and-neural-networks

code and material for Andrew Ng Deep learning lessons on Coursera
https://github.com/zehuichen123/deep-learning-and-neural-networks

coursera deep-learning

Last synced: 29 days ago
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code and material for Andrew Ng Deep learning lessons on Coursera

• Host: GitHub
• URL: https://github.com/zehuichen123/deep-learning-and-neural-networks
• Owner: zehuichen123
• Created: 2018-02-17T15:44:25.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2018-03-07T10:53:19.000Z (almost 7 years ago)
• Last Synced: 2024-11-16T06:37:21.935Z (3 months ago)
• Topics: coursera, deep-learning
• Language: Jupyter Notebook
• Homepage:
• Size: 64.8 MB
• Stars: 1
• Watchers: 2
• Forks: 3
• Open Issues: 0
• Metadata Files:
  • Readme: readme.md

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README

        
# Deep learning and Neural Network Learning Notes  

## About this repository  

This is the code and learning notes about Deep learning and Neural Network taught by Andrew Ng. This repository contains the programming assignments about this lesson. Also, I wrote some learning notes in my blog.   

## Learning Notes  

### Course 1 Deep Learning and Neural Networks 

1⃣️ assignment 1 Logistic Regression with a Neural Network mindset 

2⃣️ assignment 2 Planar data classification with one hidden layer  

3⃣️ assignment 3,4 Building your Deep Neural Network - Step by Step &
Deep Neural Network for Image Classification: Application

### Course 2 Improving Deep Neural Networks 

1⃣️ assignment 1 Initialization,Regularization and Gradient Checking  

2⃣️ assignment 2 Optimization Methods

3⃣️ assignment 3 TensorFlow Tutorial

### Course 3 Structure Machine Learning Project  

(This course has no programming assignment)

1⃣️ Machine Learning Strategy(1)

2⃣️ Machine Learning Strategy(2)  

### Course 4 Convolutional Neural Networks  

1⃣️ assignment 1 Intro to Convolutional Neural Networks

2⃣️ assignment 2 Deep Convolutional Neural Networks



3⃣️ assignment 3 Intro to Object Detection  

4⃣️ assignment 4,5 Face Recognition for the Happy House &
Deep Learning & Art: Neural Style Transfer

## Problems and Advice  

All suggestions and corrections are highly welcomed. I'd appreciated if you can help me build this repository better. Questions about this lesson will be answered promptly if you open an issue here (only if I can).