https://github.com/yueyericardo/coursera-machine-learning

Coursera Machine Learning (by Andrew Ng). The code here is my exercise answers.
https://github.com/yueyericardo/coursera-machine-learning

andrew-ng coursera machine-learning

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Coursera Machine Learning (by Andrew Ng). The code here is my exercise answers.

• Host: GitHub
• URL: https://github.com/yueyericardo/coursera-machine-learning
• Owner: yueyericardo
• Created: 2018-04-01T11:01:18.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2018-06-01T15:24:48.000Z (over 7 years ago)
• Last Synced: 2024-10-03T12:16:08.978Z (about 1 year ago)
• Topics: andrew-ng, coursera, machine-learning
• Language: Matlab
• Homepage:
• Size: 40.8 MB
• Stars: 0
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
## Coursera Machine Learning -- by Andrew Ng

The code here is my exercise answers

Finish the course on Jun 1st 2018

#### WEEK 1 Introduction

#### WEEK 2 Linear Regression

#### WEEK 3 Classification Logistic Regression



		

	
Lambda Animation



#### WEEK 4 Neural Networks: Representation



			

	
XNOR



#### WEEK 5 Neural Networks: Learning



	

	
Backpropagation
	



#### WEEK 6 Evaluating a Learning Algorithm | Bias vs. Variance



		

	
Precision and Recall | Bias and Variance



 

#### WEEK 7 Support Vector Machines | Kernels | Spam Classification



		

	
SVM Large Margin

		

	
SVM Gaussian Kernel



### WEEK 8 K-means Clustering and Principal Component Analysis



		

	
K-means Clustering



### WEEK 9 Anomaly Detection and Recommender Systems



		

	
Anomaly Detection



### WEEK 10 Large Scale Machine Learning



		

	
Stochastic Gradient Descent



### WEEK 11 Application Example: Photo OCR