[NMK40403] Artificial Intelligence
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1: (NMK40403: Artificial Intelligence [lecture 0])
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2: (NMK40403: Introduction)
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3: (NMK40403 - SUPPORT VECTOR MACHINES (A) )
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4: (NMK40403 - SUPPORT VECTOR MACHINES (B))
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5: (NMK404: SVM Optimization Problem)
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6: ( NMK404: Unconstrained minimization)
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7: (Duality and Lagrange multipliers)
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8: (RULE-BASED EXPERT SYSTEMS I)
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9: (RULE-BASED EXPERT SYSTEMS II)
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10: (The Perceptron I)
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11: (The Perceptron II)
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12: (Solving the Optimization Problem )
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13: (Soft Margin SVM)
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14: (SVM Kernels)
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15: (SVM- SMO)
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16: (Multi-Classes SVM)