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Soft Computing Video Tutorial – Solved Numerical Examples and Implementation in Python
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1. Introduction to Artificial Neural Network | How ANN Works | Soft Computing | Machine Learning
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2. Three Basic Components or Entities of Artificial Neural Network Introduction | Soft Computing
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3. Sigmoid Activation Function Solved Example | Soft Computing | Machine Learning ANN Mahesh Huddar
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4. Implement AND function using McCulloch–Pitts neuron | Soft Computing Neural Network Mahesh Huddar
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5. Implement ANDNOT function using McCulloch–Pitts neuron | Soft Computing | ANN by Mahesh Huddar
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6. Implement XOR function using McCulloch–Pitts neuron Soft Computing Machine Learning Mahesh Huddar
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7. Design a Hebb net to implement logical AND function Soft Computing Machine Learning Mahesh Huddar
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8. Hebb Net Solved Numerical Example 1 | Soft Computing | Artificial Neural Network by Mahesh Huddar
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9. Hebb Net Solved Numerical Example 2 | Soft Computing | Artificial Neural Network by Mahesh Huddar
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10. Perceptron Learning Rule | Perceptron Neuron in Soft Computing | ANN | ML | DM by Mahesh Huddar
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11. Implement AND function using perceptron networks for bipolar inputs and targets by Mahesh Huddar
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12. Perceptron Learning Rule to classify given example Solve example Soft computing by Mahesh Huddar
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13. Adaptive Linear Neuron (Adaline) Introduction Architecture Soft Computing by Mahesh Huddar
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14. Design OR GATE Using Adaline - Adaptive Linear Neuron in Soft Computing by Mahesh Huddar
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15. How to Design and Implement XOR GATE using Madaline Linear Unit Soft Computing by Mahesh Huddar
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16. Update weights using backpropagation algorithm bipolar sigmoid Activation function Mahesh Huddar
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17. How to Train a Heteroassociative Memory Network Hebb Rule to Store input to output Mahesh Huddar
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18. How to Train a Hetero Associative Memory Network using Outer Product Rule by Mahesh Huddar
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19. Bidirectional Associative Memory – Binary Weights to Store input to output vector Mahesh Huddar
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20 How to train Autoassociative Memory Network using Outer Product Rule Soft Computing Mahesh Huddar
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Genetic Algorithm GA Solved Example Maximizing Value of Function in Machine Learning Mahesh Huddar
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Genetic Algorithm Solved Example to Maximize the Value of Function Machine Learning by Mahesh Huddar
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#1.Binary Coded Crossover Operators Genetic Algorithm Example in Machine Learning by Mahesh Huddar
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#2. Real Coded Crossover Operators Genetic Algorithm Example in machine learning by Mahesh Huddar
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#3. Order Coded Crossover Operators Genetic Algorithm Example in machine learning by Mahesh Huddar