Ecourse : Artificial Intelligence and Water Resources
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:
1 What is ANN?
2 Training Algorithms: Conjugate Gradient Descent and Newton Method
3 Training Algorithms : Quasi Newton and Levenberg Meruardt
4 Advanced ANN: PNN with the help of GMDH
5 GMDH
6 Performance Metrics
7 Example Application in Water Resource Development
8 No Code Software for ANN Application
In addition to this multiple Case studies will be discussed.
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