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Week - 1 |
Introduction to artificial intelligence |
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Week - 2 |
Artificial intelligence approaches and basic concepts
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Week - 3 |
Solving problems that require a search operation |
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Week - 4 |
Artificial neural networks and their basic elements |
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Week - 5 |
The first artificial neural networks (TCA, Perceptron, Adaline, Madaline) |
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Week - 6 |
Multilayer perceptrons (MLPs) |
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Week - 7 |
Multilayer perceptrons (MLPs) |
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Week - 8 |
Problem solving with multilayer perceptron |
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Week - 9 |
Adaptive resonance theory (ART) networks |
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Week - 10 |
Example problem solving with artificial neural networks |
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Week - 11 |
Introduction to genetic algorithms and basic concepts |
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Week - 12 |
Sample problem solutions with genetic algorithms |
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Week - 13 |
Artificial intelligence applications in industry |
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Week - 14 |
Artificial intelligence applications in industry General |
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