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Lec 17 - Lecture 17 - Three Learning P ...

Lec 17 - Lecture 17 - Three Learning Principles (May 29, 2012). Three Learning Principles - ...

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Lec 15 - Faculty Interview | MIT Intro ...

"Lec 15 - Faculty Interview | MIT Introduction to Bioengineering, Spri" Interview with ...

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Lec 14 - Faculty Interview | MIT Intro ...

"Lec 14 - Faculty Interview | MIT Introduction to Bioengineering, Spri" Interview with ...

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Lec 16 - Lecture 16 - Radial Basis Fun ...

Lec 16 - Lecture 16 - Radial Basis Functions (May 24, 2012). Radial Basis Functions - An ...

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Lec 15 - Lecture 15 - Kernel Methods ( ...

Lec 15 - Lecture 15 - Kernel Methods (May 22, 2012). Kernel Methods - Extending SVM to ...

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Lec 13 - Faculty Interview | MIT Intro ...

"Lec 13 - Faculty Interview | MIT Introduction to Bioengineering, Spri" Interview with ...

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Lec 14 - Lecture 14 - Support Vector M ...

Lec 14 - Lecture 14 - Support Vector Machines (May 17, 2012). Support Vector Machines - One of ...

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Lec 12 - Faculty Interview | MIT Intro ...

"Lec 12 - Faculty Interview | MIT Introduction to Bioengineering, Spri" Interview with ...

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Lec 13 - Lecture 13 - Validation (May ...

Lec 13 - Lecture 13 - Validation (May 15, 2012). Validation - Taking a peek out of sample. Model ...

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Lec 11 - Faculty Interview | MIT Intro ...

"Lec 11 - Faculty Interview | MIT Introduction to Bioengineering, Spri" Interview with ...

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Lec 12 - Lecture 12 - Regularization ( ...

Lec 12 - Lecture 12 - Regularization (May 10, 2012). Regularization - Putting the brakes on ...

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Lec 11 - Lecture 11 - Overfitting (May ...

Lec 11 - Lecture 11 - Overfitting (May 8, 2012). Overfitting - Fitting the data too well; ...

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Lec 10 - Lecture 10 - Neural Networks ...

Lec 10 - Lecture 10 - Neural Networks (May 3, 2012). Neural Networks - A biologically inspired ...

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Lec 9 - Lecture 09 - The Linear Model ...

Lec 9 - Lecture 09 - The Linear Model II (May 1, 2012). The Linear Model II - More about linear ...

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Lec 8 - Lecture 08 - Bias-Variance Tra ...

Lec 8 - Lecture 08 - Bias-Variance Tradeoff (April 26, 2012). Bias-Variance Tradeoff - Breaking ...

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Lec 7 - Lecture 07 - The VC Dimension ...

Lec 7 - Lecture 07 - The VC Dimension (April 24, 2012). The VC Dimension - A measure of what it ...

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Lec 6 - Lecture 06 - Theory of General ...

Lec 6 - Lecture 06 - Theory of Generalization (April 19, 2012). Theory of Generalization - How ...

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Lec 5 - Lecture 05 - Training Versus T ...

Lec 5 - Lecture 05 - Training Versus Testing (April 17, 2012). Training versus Testing - The ...

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Lec 10 - Faculty Interview | MIT Intro ...

"Lec 10 - Faculty Interview | MIT Introduction to Bioengineering, Spri" Interview with ...

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2367 views

Lec 4 - Lecture 04 - Error and Noise ( ...

Lec 4 - Lecture 04 - Error and Noise (April 12, 2012). Error and Noise - The principled choice ...

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Lec 9 - Faculty Interview | MIT Introd ...

"Lec 9 - Faculty Interview | MIT Introduction to Bioengineering, Spri" Interview with ...

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Lec 8 - Faculty Interview | MIT Introd ...

"Lec 8 - Faculty Interview | MIT Introduction to Bioengineering, Spri" Interview with ...

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2634 views

Lec 3 - Lecture 03 -The Linear Model I ...

Lec 3 - Lecture 03 -The Linear Model I (April 10, 2012). The Linear Model I - Linear ...

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2052 views

Lec 7 - Faculty Interview | MIT Introd ...

"Lec 7 - Faculty Interview | MIT Introduction to Bioengineering, Spri" Interview with ...

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