Nonlinear Dimension Reduction with Kernel Sliced Inverse Regression

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Nonlinear Dimension Reduction with Kernel Sliced Inverse Regression

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Week	Course Content	Course Video
	Introduction to Machine Learning	Watch Online
	The Growth of a Data Scientist	Watch Online
	Machine Learning: Overview (1/2)	Watch Online
	Machine Learning: Overview (2/2)	Watch Online
	Mathematical Background (1/2)	Watch Online
	Mathematical Background (2/2)	Watch Online
	Three Fundamental Learning Algorithms - Naive Bayes Algorithm	Watch Online
	Three Fundamental Learning Algorithms - k-Nearest Neighbor Algorithm	Watch Online
	Three Fundamental Learning Algorithms - Perceptron Algorithm (1/2)	Watch Online
	Three Fundamental Learning Algorithms - Perceptron Algorithm (2/2)	Watch Online
	Evaluating the Learning Models	Watch Online
	Learning Theory (1/2)	Watch Online
	Learning Theory (2/2)	Watch Online
	Optimization (1/5)	Watch Online
	Optimization (2/5)	Watch Online
	Optimization (3/5)	Watch Online
	Optimization (4/5)	Watch Online
	Optimization (5/5)	Watch Online
	Support Vector Machine(SVM) (1/6)	Watch Online
	Support Vector Machine(SVM) (2/6)	Watch Online
	Support Vector Machine(SVM) (3/6)	Watch Online
	Support Vector Machine(SVM) (4/6)	Watch Online
	Support Vector Machine(SVM) (5/6)	Watch Online
	Support Vector Machine(SVM) (6/6)	Watch Online
	Sequential Minimal Optimization (SMO) (1/2)	Watch Online
	Sequential Minimal Optimization (SMO) (2/2)	Watch Online
	Anomaly Detection via Online Over Sampling Principal Component Analysis (1/2)	Watch Online
	Anomaly Detection via Online Over Sampling Principal Component Analysis (2/2)	Watch Online
	Nonlinear Dimension Reduction with Kernel Sliced Inverse Regression	Watch Online
	Clustering and EM Algorithm (1/4)	Watch Online
	Clustering and EM Algorithm (2/4)	Watch Online
	Clustering and EM Algorithm (3/4)	Watch Online
	Clustering and EM Algorithm (4/4)	Watch Online
	Online Nonlinear Support Vector Machine for Large-Scale Classification (1/2)	Watch Online
	Online Nonlinear Support Vector Machine for Large-Scale Classification (2/2)	Watch Online

Showing 1 to 35 of 35 entries

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