Hydrology Newsletter

As researchers, we often develop new techniques or discover interesting methods while reviewing the literature in our field that we would like to share with our peers to enhance its reach. However, in the current situation, platforms where both the sharer and the members are from similar fields of research are quite rare. Besides ResearchGate, Academia.edu, and a few others, as researchers in sustainable engineering or science, we lack a specific platform to share our research output, especially when we innovate or invent a new technique or recommend a method that could be useful for our peers, students, and scholars. A dedicated platform for sharing new techniques in data science and informatics that are suitable for applications in research related to sustainable engineering or science is not only rare but urgently needed. By new techniques in data science and informatics, I refer to methods that include subjects such as Multi-Criteria Decision Making Methods (MCDM), Artificial Neura...

Data science is a rapidly evolving field that plays a crucial role in various industries. It is essential for professionals to stay updated on the latest trends and technologies to harness the full potential of data science in their work. Find below the topics that are included in this self-paced certificate course: Statistical Techniques : Outlier Detection: Chauvenet Method Dixon Thompson Method Rosner's Method Ten Most Recognizable Case Studies of Using Outlier Detection for Model Development Trend Detection What is a Trend and How do you detect a trend in a set of data? Runs Test Correlation Determination Auto and Cross-Correlation Risk and Uncertainty What is Risk and Vulnerability? Weibull’s Method Numerical Analysis Uncertainty Analysis Linear Regression Non-Linear Regression Artificial Intelligence Fundamentals What is Artificial Neural Network(ANN)? Parameter Estimation Training Algorithms Testing of the Network Validation of the Networks Example Problems Training Algorith...