5 Days Advanced workshop on Scientific Machine Learning

In this data driven era, computing plays a central and essential role, emphasizing algorithms, numerical methods, and symbolic computation for real world problem. Machine learning is one of the latest Computational techniques that truly depends on mathematical optimization algorithms which lies at the heart of Mathematics. The principal goal of machine learning is to develop various nature-inspired algorithms for finding the solution of real-world problems.

This workshop focused on the various optimization algorithms used in machine learning and deep learning, emphasizing their role in enhancing model performance, accelerating convergence, and addressing challenges in training complex neural networks. The proposed workshop is intended to introduce faculty members, researchers, and post-graduate students to the field of Machine Learning with explanation, implementation process of Machine Learning through mathematical concepts using real data, to meet the user requirement with high quality of service, least time for computation and high reliability.