ECourse : Artificial Intelligence and Water Resources

Published on August 28, 2024 19:48 by Mrinmoy Majumder, Associate Professor at National Institute of Technology Agartala for Baipatra : Aim for Sustainability

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 ANN?
Training Algorithms: Conjugate Gradient Descent and Newton Method
Training Algorithms: Quasi Newton and Levenberg Meruardt
Advanced ANN: PNN with the help of GMDH
GMDH
Performance Metrics
Example Application in Water Resource Development
No Code Software for ANN Application

Attached link

https://veryshorttermcourse.substack.com/p/ecourse-artificial-intelligence-and?r=c8bxy

Taxonomy

AI
artificial intelligence
artificial neural network