# AndrewNg-DeepLearning

**Repository Path**: whoconli/AndrewNg-DeepLearning

## Basic Information

- **Project Name**: AndrewNg-DeepLearning
- **Description**: 微专业:  吴恩达 深度学习工程师 作业
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2019-09-03
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Andrew_Ng_DL_Assignment

网易云课堂的深度学习工程师微专业


更新到第四课第4周

`Lesson1 神经网络和深度学习`
  <br>　week1 没编程作业
  <br>　week2 
  <br>　　1.Python Basics with Numpy
  <br>　　2.Logistic Regression with a Neural Network mindset
  <br>　week3
  <br>　　1.Planar data classification with one hidden layer
  <br>　week4
  <br>　　1.Building your Deep Neural Network: Step by Step
  <br>　　2.Deep Neural Network for Image Classification: Application

`Lesson2 改善深层神经网络：超参数调试、正则化以及优化`
  <br>　week1
    <br>　　1.Initialization
    <br>　　2.Regularization
    <br>　　3.Gradient Checking
  <br>　week2
    <br>　　1.Optimization Methods
  <br>　week3
    <br>　　1.TensorFlow Tutorial

`Lesson3 结构化机器学习项目`
  <br>　没编程作业

`Lesson4 卷积神经网络`
  <br>　week1
    <br>　　1.Convolutional Neural Networks: Step by Step
    <br>　　2.Convolutional Neural Networks: Application
  <br>　week2
    <br>　　1.Keras tutorial - the Happy House
    <br>　　2.Residual Networks
  <br>　week3
	<br>　　1.Autonomous driving application - Car detection
  <br>　week4
 	<br>　　1.Face Recognition for the Happy House
	<br>　　2.Art Generation with Neural Style Transfer
	
`Lesson5 序列模型`
  <br>　week1
    <br>　　1.Building-Rnn-Step-by-Step
    <br>　　2.Dinosaur-Island-Character-Level-Language-Model
	<br>　　3.Jazz-Improvisation-with-Lstm
  <br>　week2
    <br>　　1.Emojify
    <br>　　2.Word-Vector-Representation
  <br>　week3
	<br>　　1.Machine-Translation
	<br>　　2.Trigger-Word-Detection