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Self-Sponsored Online Workshop
On
Artificial Intelligence
and
Deep Learning
20 - 24 May 2024
Organized by
Department of Computer Science & Engineering
&
Department of Electronics and Communication Engineering
Maulana Azad National Institute of Technology
Bhopal -462003 (Madhya Pradesh)
Artificial Intelligence & Machine Learning-Introduction
Artificial Intelligence Applications
Regression Analysis/ Artificial Neural Networks
Classification with MatLab
Artificial Neural Networks Applications
(Studies)
Python Basics
Introduction to Deep learning
Deep learning Architectures and Applications
Implementation of Deep Learning, Hands on Database in python
Artificial Intelligence Towards Human Decision Making / Neuro-Robotics
Modern Optimization/ Genetic Algorithm
EEG Signals and BCI
Applications of AI over Biomedical Signals
Technical paper writing, Research Project Writing for External Funding (SERB, DST, DBT, etc.)
Feedback and Valedictory
About Workshop
This workshop is fifth workshop conducted by the coordinators and CSE department in the series of Artificial Intelligence workshops. 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. Third workshop “Artificial Intelligence and Machine Learning Applications”, was held in May 2021. Fourth workshop “Artificial Intelligence and Dee Learning”, was held in Jan 2023. 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 in Health care field. Participants will learn the implementation on Python. Data analysis and processing is also demonstrated in Python. The implementation of neural network, deep learning model like CNN, RNN, LSTM and autoencoder 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 workshop will also focus on basics of signal and image processing concepts, biomedical databases.
Human motions analysis for Robot walk, EEG signal classification, will also be covered using Deep Learning.
Human Decision Making Models.
Introduction to optimization techniques.
Wearable sensors based health monitoring systems
Idea and discussion over SERB-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
Maulana Azad National Institute of Technology Bhopal.
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