Date & Time
11.04.2026, 02.00 PM IST
The Department of Mathematics, SRM Institute of Science and Technology (SRMIST), Rama- puram, conducted a dynamic online guest lecture on “From Data Chaos to Predictive Clarity: Building High-Quality Datasets for Reliable Models ” on 11/04/26.
Dr. V. E. Sathish Kumar highlighted how structured data is the backbone of accurate models, covering preprocessing, feature engineering, and validation techniques..
The lecture also shed light on real-world challenges such as biased data, missing values, and ethical concerns, offering practical solutions and best practices
Participants Learned:
Predictive modelling life cycle
Handling missing and inconsistent values Avoiding bias in datasets
Enhancing model reliability
This lecture truly bridged the gap between theoretical knowledge and practical application, leaving participants inspired to build better and smarter models. With active participation and engaging discussions, the session created a vibrant learning environment. Nearly 100 faculty members, researchers, and students actively participated in the session
