A summer to look forward

About the Summer School

Building machines that can think and act is always a dream for inventors. With the advancements in Artificial Intelligence(AI), especially deep learning, we are making significant improvements in this direction. Deep Learning is gaining popularity due to its supremacy in performance when trained with a large amounts of data. This summer school aims to train and motivate the aspirants on the advances in deep learning. It covers both mathematical and theoretical foundations as well as hands-on exercises to build models with Convolutional Neural Networks. We also provide an insight into the future prospects of deep learning in AI applications.

Audience: The Summer School is targeted towards students, faculty members, and professionals interested in machine learning, deep learning, and AI.

Day 1
Introduction to Machine Learning
Neural Networks Basics
Deep Feed Forward Networks
Optimization and Regularization for Deep Neural Networks
Day 2
Basics of Convolutional Neural Networks
The State-of-the-art CNN Architectures
Day 3
Introduction to Generative Models
GANS and Auto-Encoders
Designing Generative Models
Day 4
Introduction to Reinforcement Learning (RL)
Designing RL Models
Day 5
Industrial Perspectives in AI
Application of Deep Learning
Simple and straightforward

Registration

Registration is limited to 50 participants on a first come first serve basis. Limited accommodation is available inside the campus for the participants. Kindly email Pawan SNJ (pawansnj03@gmail.com) regarding accommodation.

The registration fee details are given below:

Students: Rs 4,500
Faculty and Government Officials: Rs 5,500
Industry Professionals: Rs 6,500

(Accommodation not included in the Registration fee)

The fee is inclusive of GST.


Register Now
speaker 01

Dr. Jeny Rajan

Dept. of Computer Science and Engineering, NITK Surathkal

jenyrajan@nitk.edu.in

speaker 02

Dr. M. Venkatesan

Dept. of Computer Science and Engineering, NITK Surathkal

venkisakthi@nitk.edu.in

speaker 03

Dr. Deepu Vijayasenan

Dept. of Electronics and Communication Engineering, NITK Surathkal

deepu.senan@gmail.com

speaker 04

Dr. Soman K. P.

Center for Computational Engineering and Networking, Amrita Vishwa Vidyapeetham

kp_soman@amrita.edu

speaker 05

Dr. Girish GN

Continental Automotive Components (INDIA) Pvt. Ltd.

girish.anit@gmail.com