Machine Learning Course 14 Study Log (Recommendation System)

Little emphasises in Academic but large in Industry:

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(2) Context-based Recommendation System

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Machine Learning Course 11 Study Log (Clustering)

(1)

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Machine Learning Course 13 Study Log (Anomaly Detection)

(1)

(2) 

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(5) Anomaly V.S Regression: Key: Is there enough historical data?

(6)

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(8) Find the correct set of attributes is the KEY for detection

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(10) The beauty of MG

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Machine Learning Course 10 Study Log (SVM)

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(1) SVM Continued

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Kernels & Gaussian Kernels in SVM

(4) Kernels & Gaussian Kernels

(5) Gaussian Kernels

(6) SVM with kernels

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(8) SVM parameters C and Lamda 

Machine Learning Course 9 Study Log (Advice for Applying Machine Learning)

(1) Complexity of Models

(2) Regularization

(3) Data Size

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(9) Rare Class

(10) Two Measurements