2026-27
Advanced NLP & GenAI: From Analysis to Action + From Prediction to Prescription in AI Systems + Interpreting & Trusting AI: Explainability & Bias (1 session) in Executive Certificate Programme in Business Analytics and AI for Aspiring Managers – From Apr, 2026 to Sep, 2026 at IIM Ranchi (Sep 12, 2026)
Deep Learning Fundamentals for Managers + NLP for Managers: Turning Text into Insight (1 session) in Executive Certificate Programme in Business Analytics and AI for Aspiring Managers – From Apr, 2026 to Sep, 2026 at IIM Ranchi (Sep 5, 2026)
From Predictive to Prescriptive: Acting on ML Outputs + Recommendation Systems (1 session) in Executive Certificate Programme in Business Analytics and AI for Aspiring Managers – From Apr, 2026 to Sep, 2026 at IIM Ranchi (Aug 29, 2026)
Supervised Learning (Regression): Predicting Numbers + Supervised Learning (Classification): Predicting Categories + Unsupervised Learning: Finding Hidden Patterns (1 session) in Executive Certificate Programme in Business Analytics and AI for Aspiring Managers – From Apr, 2026 to Sep, 2026 at IIM Ranchi (Aug 22, 2026)
Role of Analytics & AI in Business for Competitive Advantage + Analytics Spectrum: From Descriptive to Prescriptive + From Business Problem to ML Problem + Supervised Learning – Big Picture (1 session) in Executive Certificate Programme in Business Analytics and AI for Aspiring Managers – From Apr, 2026 to Sep, 2026 at IIM Ranchi (Aug 8, 2026)
Python for Data Analysis (Pandas, Basic EDA) + Understanding of Data Visualization for Managers (1 session) in Executive Certificate Programme in Business Analytics and AI for Aspiring Managers – From Apr, 2026 to Sep, 2026 at IIM Ranchi (Jun 20, 2026)
Business-to-Data Translation & Data Quality, Missing Data, Outliers (1 session) in Executive Certificate Programme in Business Analytics and AI for Aspiring Managers – From Apr, 2026 to Sep, 2026 at IIM Ranchi (May 16, 2026)
2025-26
AI and Machine Learning for Strategic Decision-Making (1 session) in Cohort 6 - Certificate Programme in General Management & CXOs in Module 8- Digital Transformation (March 29, 2026)
AI and Machine Learning for Strategic Decision-Making (1 session) in Cohort 5 - Certificate Programme in General Management & CXOs in Module 8- Digital Transformation (Jan 25, 2026)
AI and Machine Learning for Strategic Decision-Making (2 sessions) in Cohort 4 - Executive Post-Graduate Certification Program in General Management & CXOs in Module 9- Digital Transformation (Sep 14, 2025)
Hands-on Predictive Analytics (1 session) in PGC-AGM 3rd Batch IIM Ranchi-Nulearn in Module 7: Analytics for Decision Making and Digital Transformation (July 13, 2025)
Visual Data Analytics Using Tableau (1 session) in PGC-AGM 3rd Batch IIM Ranchi-Nulearn in Module 7: Analytics for Decision Making and Digital Transformation (June 22, 2025)
Understanding (Big) Data Source and Generation (1 session) in PGC-AGM 3rd Batch IIM Ranchi-Nulearn in Module 7: Analytics for Decision Making and Digital Transformation (June 15, 2025)
Predictive Analytics (1 session) in Post Graduate Certification in Advanced General Management (Cohort 3) (Dec 2024 - Nov 2025) PGC-AGM 3rd Batch IIM Ranchi-Nulearn in Module 7: Analytics for Decision Making and Digital Transformation (June 8, 2025)
2024-25
Introduction to Regression, Excel Fundamentals (2 sessions) in Executive Post Graduate Certification in Investment Banking & Capital Markets (Cohort 4) (Oct 2024 - Oct 2025) (Dec 1, 2024)
2023-24
Basic Statistics- Four sessions (Dec, 2023) for LDP students in Investment Banking and Capital Markets (IBCM) Cohort 2 at IIM Ranchi.
2021-22
Business Analytics & Business Intelligence (Nov, 2021 - Dec, 2021)- For Certificate Program in General Management (CPGM) course in Term-V at IIM Ranchi.