文件列表:

machine-learning-ex1 (0, 2016-12-14)
machine-learning-ex1\ex1.pdf (489928, 2016-12-14)
machine-learning-ex1\ex1 (0, 2016-12-14)
machine-learning-ex1\ex1\computeCost.m (676, 2016-12-14)
machine-learning-ex1\ex1\computeCostMulti.m (715, 2016-12-14)
machine-learning-ex1\ex1\ex1.m (3438, 2016-12-14)
machine-learning-ex1\ex1\ex1_multi.m (4471, 2016-12-14)
machine-learning-ex1\ex1\ex1data1.txt (1359, 2016-12-14)
machine-learning-ex1\ex1\ex1data2.txt (657, 2016-12-14)
machine-learning-ex1\ex1\featureNormalize.m (1379, 2016-12-14)
machine-learning-ex1\ex1\gradientDescent.m (957, 2016-12-14)
machine-learning-ex1\ex1\gradientDescentMulti.m (984, 2016-12-14)
machine-learning-ex1\ex1\lib (0, 2016-12-14)
machine-learning-ex1\ex1\lib\jsonlab (0, 2016-12-14)
machine-learning-ex1\ex1\lib\jsonlab\AUTHORS.txt (1624, 2016-12-14)
machine-learning-ex1\ex1\lib\jsonlab\ChangeLog.txt (3862, 2016-12-14)
machine-learning-ex1\ex1\lib\jsonlab\LICENSE_BSD.txt (1551, 2016-12-14)
machine-learning-ex1\ex1\lib\jsonlab\jsonopt.m (881, 2016-12-14)
machine-learning-ex1\ex1\lib\jsonlab\loadjson.m (18732, 2016-12-14)
machine-learning-ex1\ex1\lib\jsonlab\loadubjson.m (15574, 2016-12-14)
machine-learning-ex1\ex1\lib\jsonlab\mergestruct.m (771, 2016-12-14)
machine-learning-ex1\ex1\lib\jsonlab\savejson.m (17462, 2016-12-14)
machine-learning-ex1\ex1\lib\jsonlab\saveubjson.m (16123, 2016-12-14)
machine-learning-ex1\ex1\lib\jsonlab\varargin2struct.m (1094, 2016-12-14)
machine-learning-ex1\ex1\lib\makeValidFieldName.m (1195, 2016-12-14)
machine-learning-ex1\ex1\lib\submitWithConfiguration.m (3995, 2016-12-14)
machine-learning-ex1\ex1\normalEqn.m (676, 2016-12-14)
machine-learning-ex1\ex1\plotData.m (983, 2016-12-14)
machine-learning-ex1\ex1\submit.m (1876, 2016-12-14)
machine-learning-ex1\ex1\warmUpExercise.m (516, 2016-12-14)
machine-learning-ex2 (0, 2016-12-14)
machine-learning-ex2\ex2.pdf (233661, 2016-12-14)
machine-learning-ex2\ex2 (0, 2016-12-14)
machine-learning-ex2\ex2\costFunction.m (1094, 2016-12-14)
machine-learning-ex2\ex2\costFunctionReg.m (1284, 2016-12-14)
machine-learning-ex2\ex2\ex2.m (3722, 2016-12-14)
... ...

# Machine Learning by Andrew Ng, Stanford University, [Coursera](https://www.coursera.org/learn/machine-learning/home/welcome) ### Week 1 - [X] Videos: Introduction - [X] Quiz: Introduction - [X] Videos: Linear Regression with One Variable - [X] Quiz: Linear Regression with One Variable ### Week 2 - [X] Videos: Linear Regression with Multiple Variables - [X] Quiz: Linear Regression with Multiple Variables - [X] Videos: Octave/Matlab Tutorial - [X] Quiz: Octave/Matlab Tutorial - [X] Programming Assignment: Linear Regression ### Week 3 - [X] Videos: Logistic Regression - [X] Quiz: Logistic Regression - [X] Videos: Regularization - [X] Quiz: Regularization - [X] Programming Assignment: Logistic Regression ### Week 4 - [X] Videos: Neural Networks: Representation - [X] Quiz: Neural Networks: Representation - [X] Programming Assignment: Multi-class Classification and Neural Networks ### Week 5 - [X] Videos: Neural Networks: Learning - [X] Quiz: Neural Networks: Learning - [X] Programming Assignment: Neural Network Learning ### Week 6 - [X] Videos: Advice for Applying Machine Learning - [X] Quiz: Advice for Applying Machine Learning - [X] Videos: Programming Assignment: Regularized Linear Regression and Bias/Variance - [X] Machine Learning System Design - [X] Quiz: Machine Learning System Design ### Week 7 - [X] Videos: Support Vector Machines - [X] Quiz: Support Vector Machines - [X] Programming Assignment: Support Vector Machines ### Week 8 - [X] Videos: Unsupervised Learning - [X] Quiz: Unsupervised Learning - [X] Videos: Dimensionality Reduction - [X] Quiz: Principal Component Analysis - [X] Programming Assignment: K-Means Clustering and PCA ### Week 9 - [X] Videos: Anomaly Detection - [X] Quiz: Anomaly Detection - [X] Videos: Recommender Systems - [X] Quiz: Recommender Systems - [X] Programming Assignment: Anomaly Detection and Recommender Systems ### Week 10 - [X] Videos: Large Scale Machine Learning - [X] Quiz: Large Scale Machine Learning ### Week 11 - [X] Videos: Application Example: Photo OCR - [X] Quiz: Application: Photo OCR

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