machine-learning

Repo containing Introduction/Foundation Material to Machine Learning (Theory and Sample code)

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
machine-learning-ex1-LinearRegression		machine-learning-ex1-LinearRegression
machine-learning-ex2-LogisticsRegression		machine-learning-ex2-LogisticsRegression
machine-learning-ex3-MutliClassification		machine-learning-ex3-MutliClassification
machine-learning-ex4-NeuralNetwork		machine-learning-ex4-NeuralNetwork
machine-learning-ex5-RegularizedLinearRegression		machine-learning-ex5-RegularizedLinearRegression
machine-learning-ex6-SupporrtVectorMachine		machine-learning-ex6-SupporrtVectorMachine
machine-learning-ex7-K-means Clustering		machine-learning-ex7-K-means Clustering
machine-learning-ex8-AnomalyDetection		machine-learning-ex8-AnomalyDetection
.DS_Store		.DS_Store
Lecture1-Intro.pdf		Lecture1-Intro.pdf
Lecture10-AdviceForApplyingMachineLearning.pdf		Lecture10-AdviceForApplyingMachineLearning.pdf
Lecture11-MachineLearningSystemDesign.pdf		Lecture11-MachineLearningSystemDesign.pdf
Lecture12-SupportVectorMachine-Optimisation.pdf		Lecture12-SupportVectorMachine-Optimisation.pdf
Lecture13-ClusteringUnsupervisedLearning-Intro.pdf		Lecture13-ClusteringUnsupervisedLearning-Intro.pdf
Lecture14-DimensionalityReduction.pdf		Lecture14-DimensionalityReduction.pdf
Lecture15-AnomalyDetection.pdf		Lecture15-AnomalyDetection.pdf
Lecture16-RecommenderSystem.pdf		Lecture16-RecommenderSystem.pdf
Lecture17-LargeScaleMachineLearning.pdf		Lecture17-LargeScaleMachineLearning.pdf
Lecture18-ApplicationPhotoOCR-Problem.pdf		Lecture18-ApplicationPhotoOCR-Problem.pdf
Lecture2-LinearRegression1Var.pdf		Lecture2-LinearRegression1Var.pdf
Lecture3-LinearAlgebric.pdf		Lecture3-LinearAlgebric.pdf
Lecture4-LinearRegressionXVar.pdf		Lecture4-LinearRegressionXVar.pdf
Lecture5-OctaveTuto.pdf		Lecture5-OctaveTuto.pdf
Lecture6-LogisticRegression-Classification.pdf		Lecture6-LogisticRegression-Classification.pdf
Lecture7-Regularisation-OverfittingIssue.pdf		Lecture7-Regularisation-OverfittingIssue.pdf
Lecture8-NeuralNetwork-Representation.pdf		Lecture8-NeuralNetwork-Representation.pdf
Lecture9-NeuralNetwork-Learning.pdf		Lecture9-NeuralNetwork-Learning.pdf
README.md		README.md

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