ACM India
RBCDSAI Summer School on DS/AI/ML

For Women Only

About The Event

About The Event

The shift towards digitalization during the pandemic has changed the operational model of businesses globally. Artificial intelligence (AI), Machine Learning (ML), and Data Science (DS) are emerging fields that will help businesses to make this shift post pandemic. Further, the demand for trained human power in these fields will increase in the coming years. The knowledge in these fields is a key stepping stop towards making a successful career. The aim of this school is to expose and motivate young female students and researchers to the recent advances in the field of Artificial intelligence, machine learning, and data science over a period of two weeks. The school aims to provide a platform to the in-depth understanding of the various aspects/tools in the AI/ML/DS.

Where

PSG College of Technology, Coimbatore

When

Monday to Friday
11-22 July, 2022

Event Speakers

Here are our speakers

Speaker 13

Dr. Balaraman Ravindran

Professor and Head of RBCDSAI, IIT Madras

Speaker 1

Dr. Nandan Sudarsanam

Associate Professor, RBCDSAI, IIT Madras

Speaker 2

Dr. Gitakrishnan R.

Associate Professor, RBCDSAI, IIT Madras

Speaker 3

Dr. Nirav Bhatt

Associate Professor, RBCDSAI, IIT Madras

Speaker 4

Dr. Gokul S Krishnan

Associate Professor, RBCDSAI, IIT Madras

Speaker 5

Dr. Divya Padmanabhan

Associate Professor, IIT Goa

Speaker 6

Dr. Shweta Jain

Associate Professor, IIT Ropar

Speaker 7

Arun Rajkumar

Associate Professor, RBCDSAI, IIT Madras

Speaker 8

Dr. Reshmi Suresh

Associate Professor, IIT Guwahati

Speaker 9

Ananya Sai

PhD Scholar, RBCDSAI, IIT Madras

Speaker 10

Dr. Preksha Nema

Research Scientist, Google

Speaker 11

Dr. Niyati Chayya

Senior Research Scientist, Adobe

Speaker 12

Dr. Lipika Dey

Chief Research Scientist, TCS

Event Schedule

Here is our event schedule

Nandan Sudarsanam

Dr. Nandan Sudarsanam Associate Professor, RBCDSAI, IIT Madras

Lecture Topic - Introduction to AI/ML/DS; Introduction to Probability; Introduction to machine learning

Lab - Python for AI/ML/DS

Gitakrishnan R.

Dr. Gitakrishnan R Associate Professor, RBCDSAI, IIT Madras

Lecture Topic - Descriptive statistics; Inferential statistics

Lab - Distribution, Data Visualization, Plotting libraries

Nirav Bhatt

Dr. Nirav Bhatt Associate Professor, RBCDSAI, IIT Madras

Lecture Topic - Mathematical foundation for AI/ML/DS

Lab - Linear algebra

Gokul Krishnan

Dr. Gokul S Krishnan Associate Professor, RBCDSAI, IIT Madras

Lecture Topic - Multivariate regression, Ridge regression, LASSO, Model evaluation and selection, Cross validation approaches

Lab - Regression

Divya Padmanabhan

Dr. Divya Padmanabhan Associate Professor, IIT Goa

Lecture Topic - Naive Bayes classifier, Logistic regression, K-NN

Lab - Classification

Shweta Jain

Dr. Shweta Jain Associate Professor, IIT Ropar

Lecture Topic - LDA, QDA, SVM

Lab - Classification and SVM

Arun Rajkumar

Arun Rajkumar Associate Professor, RBCDSAI, IIT Madras

Lecture Topic - Tree-based methods, Boosting, Bagging

Lab - Python for AI/ML/DS

Resmi Suresh

Dr. Resmi Suresh Associate Professor, IIT Guwahati

Lecture Topic - K-nearest-neighbor, K-means clustering, Hierarchical Clustering

Lab - Clustering methods

Ananya Sai

Ananya Sai PhD Scholar, RBCDSAI, IIT Madras

Lecture Topic - Introduction to Neural Networks, Perceptrons, Multilayer perceptrons, Feedforward neural networks

Lab - Neural Networks and Feedforward Neural Networks

Preksha Nema

Dr. Preksha Nema Research Scientist, Google

Lecture Topic - Backpropagation, Gradient descent algorithms, CNN

Lab - CNN and DL models

Niyati Chhaya

Dr. Niyati Chhaya Senior Research Scientist, Adobe

Lecture Topic - Case studies

Lipika Dey

Dr. Lipika Dey Chief Research Scientist, TCS

Lecture Topic - AI/ML/DS in Indian Industries

Balaraman Ravindran

Dr. Balaraman Ravindran Professor and Head of RBCDSAI, IIT Madras

Lecture Topic - Q&A on career in research

Others joining - Dr. Lipika Dey, Dr. Niyati Chhaya , Dr. Preksha Nema.
Dr. R S Lekshmi and Dr. Indumathi Raman from PSG College of Technology

Event Venue

Event venue location info

Contact Us

Academic Coordinator - Prof. Nirav Bhatt

Address

Prof. Nirav Bhatt, Robert Bosch Centre for DS and AI, IIT Madras

Local Coordinator - Dr. B. Malar

Address

Dr. B. Malar, Associate Professor, PSG College of Technology, Coimbatore