# Coursera-Machine-Learning-Assignments-Personal-Solutions
*Exercises are done on Matlab R2017a*
This repository consists my personal solutions to the programming assignments of Andrew Ng's Machine Learning course on Coursera.
# Course Schedule
## Week 1
Introduction
Linear Regression with One Variable
Linear Algebra Review
## Week 2
Linear Regression with Multiple Variables
Octave / Matlab Tutorial
Programming Exercise 1
## Week 3
Logistic Regression
Regularization
Programming Exercise 2
## Week 4
Neural Network Representation
Programming Exercise 3
## Week 5
Neural Networks: Learning
Programming Exercise 4
## Week 6
Advice for Applying Machine Learning
Programming Exercise 5
Machine Learning System Design
## Week 7
Support Vector Machines
Programming Exercise 6
## Week 8
Unsupervised Learning
Dimensionality Reduction
Programming Exercise 7
## Week 9
Anomaly Detection
Recommender Systems
Programming Exercise 8
## Week 10
Large Scale Machine Learning
## Week 11
Application Example: Photo OCR
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Personal Solutions to Programming Assignments on Matlab.zip
共251个文件
m:169个
txt:42个
mat:26个
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Personal Solutions to Programming Assignments on Matlab.zip (251个子文件)
computeCentroids.asv 1KB
findClosestCentroids.asv 1KB
.gitattributes 378B
.gitignore 649B
loadjson.m 18KB
loadjson.m 18KB
loadjson.m 18KB
loadjson.m 18KB
loadjson.m 18KB
loadjson.m 18KB
loadjson.m 18KB
loadjson.m 18KB
savejson.m 17KB
savejson.m 17KB
savejson.m 17KB
savejson.m 17KB
savejson.m 17KB
savejson.m 17KB
savejson.m 17KB
savejson.m 17KB
saveubjson.m 16KB
saveubjson.m 16KB
saveubjson.m 16KB
saveubjson.m 16KB
saveubjson.m 16KB
saveubjson.m 16KB
saveubjson.m 16KB
saveubjson.m 16KB
loadubjson.m 15KB
loadubjson.m 15KB
loadubjson.m 15KB
loadubjson.m 15KB
loadubjson.m 15KB
loadubjson.m 15KB
loadubjson.m 15KB
loadubjson.m 15KB
porterStemmer.m 10KB
fmincg.m 9KB
fmincg.m 9KB
fmincg.m 9KB
fmincg.m 9KB
ex4.m 8KB
ex7_pca.m 7KB
ex8_cofi.m 7KB
ex5.m 7KB
svmTrain.m 6KB
submitWithConfiguration.m 5KB
submitWithConfiguration.m 5KB
submitWithConfiguration.m 5KB
submitWithConfiguration.m 5KB
submitWithConfiguration.m 5KB
submitWithConfiguration.m 5KB
submitWithConfiguration.m 5KB
submitWithConfiguration.m 5KB
ex7.m 5KB
nnCostFunction.m 5KB
ex6_spam.m 4KB
ex1_multi.m 4KB
ex2.m 4KB
ex6.m 4KB
processEmail.m 4KB
ex8.m 4KB
ex1.m 4KB
ex2_reg.m 4KB
ex3_nn.m 3KB
ex3.m 3KB
learningCurve.m 3KB
cofiCostFunc.m 2KB
emailFeatures.m 2KB
submit.m 2KB
oneVsAll.m 2KB
validationCurve.m 2KB
runkMeans.m 2KB
checkNNGradients.m 2KB
submit.m 2KB
submit.m 2KB
lrCostFunction.m 2KB
svmPredict.m 2KB
dataset3Params.m 2KB
submit.m 2KB
checkCostFunction.m 2KB
submit.m 2KB
submit.m 2KB
predictOneVsAll.m 1KB
displayData.m 1KB
displayData.m 1KB
displayData.m 1KB
selectThreshold.m 1KB
plotDecisionBoundary.m 1KB
submit.m 1KB
featureNormalize.m 1KB
submit.m 1KB
computeCentroids.m 1KB
makeValidFieldName.m 1KB
makeValidFieldName.m 1KB
makeValidFieldName.m 1KB
makeValidFieldName.m 1KB
makeValidFieldName.m 1KB
makeValidFieldName.m 1KB
makeValidFieldName.m 1KB
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