Programme Tile Training Programme on Statistical Learning Techniques (On-line Mode)
Course Directors Dr. A. Dhandapani
Programme Details
From18-11-2024
To27-11-2024
EligibilityScientist/Faculty/Technical Officers of State Agricultural Universities/ICAR institutes/KVKs and Research Scholars of NAREES System
Course FeeRs 5000+18% GST for Faculty, Scientists and Officers of ICAR / AUs / DUs / SAUs or other Public / Private Universities / Institutions; Start-Ups / MSMEs / NGOs;Rs 10000+18%GST for Industry / Corporate Sector; Rs 1000+18% GST for Farmers, Students and /FPO members
Core ContentsIntroduction to statistical learning, Trade-off between prediction and interpretability, Regression Techniques, Resampling techniques, Linear Model selection, Splines, Local Regression, GAMs, Bagging, Random Forests, boosting, decision Trees, Classification techniques, Deep Learning