Artificial Intelligence and Machine Learning

Guest Lecture on Statistical Modelling Using R | AIML Department | MM Polytechnic Pune

July 28, 2025

Guest Lecture on Statistical Modelling Using R

Guest Lecture on “Statistical Modelling Using R”

AIML Department | 26 July 2025 | 12:30 PM – 1:30 PM

Session Overview

The AIML Department organized an insightful guest lecture on “Statistical Modelling Using R” on 26 July 2025.

57 Students from AN3K participated in this practical data science session.

Speaker Details

Mrs. Mohini Patil
Lecturer (Mathematics)
Marathwada Mitra Mandal’s Polytechnic

Faculty Present: Mrs. Patil Swapnali

Topics Covered

✔ Introduction to R – Loading & Exploring Datasets

✔ Linear Regression – Predictive Modelling

✔ Logistic Regression – Binary Outcome Modelling

✔ Model Evaluation – Accuracy & Performance Metrics

✔ Real-Life Dataset Demonstration

The session helped students understand how statistical theories are implemented using R programming for real-world data analysis. Live demonstrations made complex concepts clear and practical.

Learning Outcomes

Students gained exposure to: Data modelling concepts, regression techniques, and practical implementation of analytics workflows.

Program Outcomes Addressed

PO1 PO2 PO3 PO4 PO5 PO6 PO7 PSO1 PSO2

Conclusion

The guest lecture provided students with hands-on exposure to statistical modelling using R. The interactive Q&A session encouraged deeper understanding and practical skill development in data science and analytics.

The AIML Department expresses gratitude to the speaker and acknowledges the support of the HOD and Coordinator.