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Pattern Classification
Artificial Neural Networks
Artificial Neural Networks (Part 1) - Classification using Single Layer Perceptron Model (35:06)
Artificial Neural Networks (Part 2) - Classification using Multi-layer Perceptron Model (19:08)
Artificial Neural Networks (Part 3)- Back Propagation (31:10)
FAQ on ANN
Learning Rate & Mobility Factor
Support Vector Machines
Support Vector Machines (Part 1) - Linear Support Vector Machines (25:16)
Support Vector Machines (Part 2) - Non Linear Support Vector Machines (24:11)
Sample Code for 3 Support Vectors
Sample Code for 5 Support Vectors
Linear Discriminant Analysis
Sample code for LDA
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Artificial Neural Networks (Part 2) - Classification using Multi-layer Perceptron Model
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