Learn in One Page : Artificial Intelligence and Water Resource Development
Learn about Artificial Neural Networks, the backbone of Artificial Intelligence,in a self-paced manner. Simple and Polynomial Neural Networks were covered with self-explanatory examples
Learn about Artificial Neural Networks, the backbone of Artificial Intelligence, in a self-paced manner. Simple and Polynomial Neural Networks were covered with self-explanatory presentations and examples of problems from Water Resources.
The content of the course is as follows:
What is Artificial Neural Network(ANN)?
Training Algorithms: Conjugate Gradient Descent and Newton Method
Training Algorithms: Quasi Newton and Levenberg Meruardt
Advanced ANN: Polynomial Neural Network with the help of Group Method of Data Handling(GMDH)
GMDH
Performance Metrics
Example Application in Water Resource Development
No Code Software for ANN Application
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