Ecourse : Artificial Intelligence amd Water Resource

 


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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