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High dimensional data and AI/ML Algorithms with applications

One day international workshop | 27 March 2023 | Savitribai Phule Pune University

Venue : Department of Mathematics | Savitribai Phule Pune University

Organized by
School of Mathematical and Computing Sciences


Data is increasingly becoming an important component of any decision-making problem. With the amount of data collected or generated and stored is growing at an exponential rate, Artificial Intelligence and Machine Learning algorithms have become a way to extract value out of the troves of data collected, deliver insights, automate tasks and advance system capabilities to make better decisions. It is known that AI/ML algorithms have the potential to transform all aspects of a decision-making problem.

In this context, the School of Mathematical & Computing Sciences, Savitribai Phule Pune University would like to organize a one-day international workshop on ‘High-Dimensional Data and AI/ML Algorithms with Applications’ on March 27, 2023. The workshop is mainly intended to bring awareness and thus enhance the skills of students of the School of Mathematical ∧ computing sciences. Along with these students, the school also plans to make this workshop available (by way of live streaming/webcasting) to all post-graduate students of SPPU campus and colleges under SPPU. About 75 selected students and fifteen faculty members from various departments under the school will attend this workshop offline and the rest will attend online.


Morning session

8:45 am to 9:15 AM Registration
9:15 am to 9:20 am Welcome, Introduction & Felicitation of Prof. S. A. Katre Dr. Jyoti Yadav, Prof. Smita Bedekar
9:20 am to 9:25 am Workshop Background Prof. T. V. Ramanathan
9:25 am to 9:30 am Inauguration Prof. S. A. Katre
9:30 am to 10:15 am Simple and Multiple Linear Regression Models & Regression Diagnostics Dr. Madhuri Kulkarni
10:15 am to 11:00 am Logistic Regression, Classification & Generalized linear models Prof. Sushma Bendre
11:00 am to 11:15 am TEA BREAK
11:15 am to 12:00 noon Regression & Machine Learning Dr. Akanksha Kashikar
12:00 noon to 12:45 pm Introduction to High-Dimensional Data Prof. T. V. Ramanathan


Afternoon session

Keynote: Machine Learning Algorithms and Applications in Banking Industry
Prof. Vijay Nair, Wells Fargo & Univ. of Michigan

Resource material : Set I Set II

2:05 pm to 2:15 pm Welcome, Introduction & Felicitation of Prof. Vijay Nair Dr. Bhalchandra Pujari, Prof. Mihir Arjunwadkar
2:15 pm to 3:45 pm Machine Learning Algorithms & Applications In Banking Industry Part I Prof. Vijay Nair
3:45 pm to 4:00 pm TEA BREAK
4:00 pm to 5:30 pm Machine Learning Algorithms & Applications In Banking Industry Part II

Prof. Vijay Nair
5:30 pm to 5:35 pm Vote of Thanks Prof. Vinayak Joshi


  • Students : ₹200
  • Others : ₹500

Registration charges cover: Permission for in-person attendance, lunch, tea, participation certificate.

Registration involves three stages: Application, Selection and Payment. Decision of the organizers will be final.

Apply here!

Participants are required to carry their own laptops.

Last date : 10 March 2023

Live streaming

Organized by

School of Mathematical & Computing Sciences

Savitribai Phule Pune University

Department of Computer Science

Department of Mathematics

Department of Statistics