AIDL Workshop

Self-Sponsored (on-line) Workshop

Artificial Intelligence

and

Deep Learning

02 - 06 January 2023

Organized Virtually by

Department of Computer Science & Engineering

and

Department of Electronics and Communication Engineering

Maulana Azad National Institute of Technology

Bhopal -462003 (Madhya Pradesh)

Five Days Short Term Training Program

Day 1

Artificial Intelligence & Machine Learning-Introduction
Artificial Intelligence Applications
Signals and Images/ Python/MatLab (scripts, function)

Day 2

Regression Analysis/ Artificial Neural Networks
Artificial Neural Networks Applications

(Studies)

Classification study with ANN, Hands on Database in python

Day 3

Introduction to Deep learning
Deep learning Architectures: CNN, LSTM, RNN..etc.
Implementation of Deep Learning, Hands on Database in python

Day 4

Artificial Intelligence Towards Human Decision Making / Neuro-Robotics
Modern Optimization
Genetic Algorithm basics and applications

Day 5

Research Project Writing for External Funding (SERB, DST, DBT, etc.)
Result Analysis and Technical paper writing
Feedback and Valedictory

About Workshop

This workshop is fourth workshop conducted by the coordinators and CSE department. Title of first workshop was “Artificial Intelligence and Machine Learning Applications” and conducted in Dec. 2019. The second workshop was sponsored by ATAL academy on “Artificial Intelligence” and conducted in May 2020. The third workshop "Artificial Intelligence and Deep Learning" was held in May 2021. Course covered in this workshop is designed to provide an exposure to the fundamentals of Artificial Intelligence, Machine Learning and Deep Learning with their applications. Participants will learn the implementation on Python. Data analysis and processing is also demonstrated in Python. The implementation of neural network, deep learning model CNN, RNN, LSTM and autoencioder using tensor-flow and keras libraries will also be covered. Hands-on training and practice sessions will help participants to gain confidence on AI and DL concepts.

This course will be useful for faculty of engineering and sciences, research scholars who are interested in the learning of Artificial Intelligence, Machine Learning & Deep Learning models.

Topics to be covered this time

· This time workshop will also focus on basics of signal and image processing concepts.

· Human motions analysis for Robot, EEG signal classification, will also be covered using Deep Learning.

· Human Decision Making Models.

· Introduction optimization techniques.

· Wearable sensor based health monitoring system.

· Idea and discussion over SERB and DST project writing and submission, and technical paper writing.

About the Institute

Maulana Azad National Institute of Technology Bhopal (An Institution of National Importance), offers various undergraduate and post graduate courses and research programs. Under the peaceful and friendly environment, MANIT is producing technocrats who are resources to Nation and the world. Our bright students with excellent technical skills have always contributed to the successes of various sections towards the technical group.

The total area of campus is 650 acres and protected by boundary wall and ring road. The entire campus consists of administrative and academic building, workshop, Library and community center, Residential area accommodation for students and staff and other general amenities such as post office, Shopping complex, a School for children, dispensary, an auditorium with the capacity of 1000 persons and sports complex with vast expanse of open area.

About the Department