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Maximum Likelihood Estimation of Different Densities, by P.S. Sastry

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Estimating Bayes Error; Minimax and Neymann-Pearson Classifiers, by P.S. Sastry

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Linear least Squares Regression; LMS Algorithm, by P.S. Sastry

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Fisher Linear Discriminant, by P.S. Sastry

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Overview of Pattern Classifiers, by P.S. Sastry

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Mixture Densities, ML Estimation and EM Algorithm, by P.S. Sastry

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Assessing Learnt Classifiers; Cross Validation;, by P.S. Sastry

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Multilayer Feedforward Neural Networks with Sigmoidal Activation Functions;, by P.S. Sastry

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Feature Selection and Dimensionality Reduction; Principal Component Analysis, by P.S. Sastry

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Complexity of Learning Problems and VC-Dimension, by P.S. Sastry

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Positive Definite Kernels; RKHS; Representer Theorem, by P.S. Sastry

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Lec 15: Analysis of Forging Contd., by P.S. Robi

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Lec 5: Friction and Lubrication (contd.), by P.S. Robi

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Lec 18: Rolling of Metals, by P.S. Robi

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Lec 14: Analysis of Forging, by P.S. Robi

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Lec 13: Forging, by P.S. Robi

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Lec 20: Analysis of Rolling (Contd..), by P.S. Robi

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Lec 1: Introduction to Plastic Working of Metals, by P.S. Robi

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Lec 27: Wire Drawing: Tutorial Problems, by P.S. Robi

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Lec 16: Forging Die Design Consideration, by P.S. Robi

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Lec 8: Slab Analysis, by P.S. Robi

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Lec 24: Drawing of Rods, Wires and Tubes, by P.S. Robi

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Lec 28: Extrusion Process, by P.S. Robi

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Lec 9: Slip Line Field Theory-Part1, by P.S. Robi

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Lec 25: Drawing of Rods, Wires and Tubes (Contd.), by P.S. Robi

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Lec 19: Analysis of Rolling, by P.S. Robi

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Lec 7: Stresses at Point & Theory of Plasticity, by P.S. Robi

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Lec 22: Rolling Mills, by P.S. Robi

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Lec 10: Slip Line Field Theory-Part2, by P.S. Robi

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Lec 34: Instability in Sheet Metal Forming, by P.S. Robi

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