Editing NBML Course
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==== [[Machine_Learning/NBML/GLM|Generalized Linear Models]] ==== | ==== [[Machine_Learning/NBML/GLM|Generalized Linear Models]] ==== | ||
==== [[Machine_Learning/NBML/SVM|Support Vector Machines]] ==== | ==== [[Machine_Learning/NBML/SVM|Support Vector Machines]] ==== | ||
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*[[Machine_Learning/NBML/Clustering/PCA|Principle Component Analysis]] | *[[Machine_Learning/NBML/Clustering/PCA|Principle Component Analysis]] | ||
*[[Machine_Learning/NBML/Clustering/ICA|Independent Component Analysis]] | *[[Machine_Learning/NBML/Clustering/ICA|Independent Component Analysis]] | ||
*[[Machine_Learning/NBML/Clustering/Dimensional Reduction for Visualization|Dimensional Reduction | *[[Machine_Learning/NBML/Clustering/Dimensional Reduction for Visualization|Dimensional Reduction for Visualization]] | ||
**[[Machine_Learning/NBML/Clustering/Dimensional Reduction for Visualization/Self Organizing Map (algebraic perspective) | Self Organizing Map (algebraic perspective)]] | **[[Machine_Learning/NBML/Clustering/Dimensional Reduction for Visualization/Self Organizing Map (algebraic perspective) | Self Organizing Map (algebraic perspective)]] | ||
**[[Machine_Learning/NBML/Clustering/Dimensional Reduction for Visualization/Supervised Methods and Refinement (LVQ)|Supervised Methods and Refinement (LVQ)]] | **[[Machine_Learning/NBML/Clustering/Dimensional Reduction for Visualization/Supervised Methods and Refinement (LVQ)|Supervised Methods and Refinement (LVQ)]] | ||
*[[Machine_Learning/NBML/Clustering/Clustering Techniques for Text |Clustering Techniques for Text | *[[Machine_Learning/NBML/Clustering/Clustering Techniques for Text |Clustering Techniques for Text]] | ||
**[[Machine_Learning/NBML/Clustering/Clustering Techniques for Text/Spherical K-Means |Spherical K-Means]] | **[[Machine_Learning/NBML/Clustering/Clustering Techniques for Text/Spherical K-Means |Spherical K-Means]] | ||
**[[Machine_Learning/NBML/Clustering/Clustering Techniques for Text/Word Sense Disambiguation (Sense Clusters)|Word Sense Disambiguation (Sense Clusters)]] | **[[Machine_Learning/NBML/Clustering/Clustering Techniques for Text/Word Sense Disambiguation (Sense Clusters)|Word Sense Disambiguation (Sense Clusters)]] | ||
**[[Machine_Learning/NBML/Clustering/Clustering Techniques for Text/Latent Semantic Indexing (LSI)|Latent Semantic Indexing (LSI)]] | **[[Machine_Learning/NBML/Clustering/Clustering Techniques for Text/Latent Semantic Indexing (LSI)|Latent Semantic Indexing (LSI)]] | ||
***[[Machine_Learning/NBML/Clustering/Clustering Techniques for Text/Latent Semantic Indexing (LSI)/Keyword Relatedness Clustering (Semantic Engine)|Keyword Relatedness Clustering (Semantic Engine)]] | ***[[Machine_Learning/NBML/Clustering/Clustering Techniques for Text/Latent Semantic Indexing (LSI)/Keyword Relatedness Clustering (Semantic Engine)|Keyword Relatedness Clustering (Semantic Engine)]] | ||
==== [[Machine_Learning/NBML/Graphical Models|Graphical Models]] ==== | ==== [[Machine_Learning/NBML/Graphical Models|Graphical Models]] ==== | ||
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==== [[Machine_Learning/NBML/HMM|Hidden Markov Models]] ==== | ==== [[Machine_Learning/NBML/HMM|Hidden Markov Models]] ==== | ||
==== The Fundamentals: Basic Math ==== | ==== The Fundamentals: Basic Math ==== | ||
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**[[Machine_Learning/NBML/Probability/Information Theory|Information Theory]] | **[[Machine_Learning/NBML/Probability/Information Theory|Information Theory]] | ||
***[[Machine_Learning/NBML/Probability/Information Theory/Entropy|Entropy]] | ***[[Machine_Learning/NBML/Probability/Information Theory/Entropy|Entropy]] | ||
***[[Machine_Learning/NBML/Probability/Information Theory/Mutual Information|Mutual Information]] | ***[[Machine_Learning/NBML/Probability/Information Theory/Mutual Information|Mutual Information]] | ||
*[[Machine_Learning/NBML/Geometry for Computer Vision and Simulated Environments |Geometry for Computer Vision and Simulated Environments]] | *[[Machine_Learning/NBML/Geometry for Computer Vision and Simulated Environments |Geometry for Computer Vision and Simulated Environments]] | ||
*[[Machine_Learning/NBML/Logic and Set Theory|Logic and Set Theory]] | *[[Machine_Learning/NBML/Logic and Set Theory|Logic and Set Theory]] | ||
**[[Machine_Learning/NBML/Logic and Set Theory/Fuzzy Logic and Control Theory |Fuzzy Logic and Control Theory]] | **[[Machine_Learning/NBML/Logic and Set Theory/Fuzzy Logic and Control Theory |Fuzzy Logic and Control Theory]] |