Teaching

Teaching is practitioner-anchored across every role. The emphasis is on economic reasoning and quantitative judgment in real business contexts, not mechanical application of methods or tools.

What learners say

“I learned statistics and machine learning from Ashok, and what stood out was his ability to explain complex ideas using first-principles reasoning and clear intuition. He consistently emphasized assumptions, model limitations, and decision context rather than tools or techniques. His teaching strengthened my analytical thinking and helped me see how quantitative methods connect meaningfully to real world contexts.”

Dr. Bipul Kumar Mahato, Post Doctoral Research Fellow, Magnonics