Learning with Lisa - Videos
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9:43
7.1 Machine Learning The Problem of Overfitting
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7.3 Machine Learning Regularized Linear Regression
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7.4 Machine Learning Regularized Logistic Regression
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8.1 Machine Learning Non-Linear Hypotheses
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8.3 Machine Learning Model Representation I
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8.4 Machine Learning Model Representation II
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8.6 Machine Learning Examples and Intuitions II
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9.2 Machine Learning Backpropagation Algorithm
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10.3 Machine Learning Model Selection and Train,Validation,Test Sets
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10.4 Machine Learning Diagnosing Bias vs Variance
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10.5 Machine Learning Regularization and Bias,Variance
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11.5 Machine Learning Data For Machine Learning
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12.3 Machine Learning Mathematics Behind Large Margin Classification
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12.6 Machine Learning Using An SVM
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13.2 Machine Learning K-Means Algorithm
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13.4 Machine Learning Random Initialization
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14.4 Machine Learning Priciple Component Analysis Algorithm
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14.7 Machine Learning Advice for Applying PCA
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15.1 Machine Learning Problem Motivation
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15.3 Machine Learning Algorithm
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15.6 Machine Learning Choosing What Features to Use
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15.7 Machine Learning Multivariate Gaussian Distribution (Optional)
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Data, Not Algorithms, Key to Machine Learning
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