Pooja Singh
IIT Mandi workshop on Deep Learning Crash Course for executives and working professionals will take place from 3 to 18 July.
Who can attend this IIT Mandi workshop? Professionals who are willing to work in the area of Artificial Intelligence/Machine Learning can join it.
IIT Mandi in conjunction with IIT Mandi iHub and HCI Foundation is organising this event which will go on for six days and would be spread across six days and three weekends.
Dr. Aditya Nigam is the coordinator of IIT Mandi workshop.
‘This event will be the key to enter the mystic world of AI/ML.’
Extensive learning has been planned through comprehensive sessions organized by various experts, said coordinator of IIT Mandi workshop.
IIT Mandi workshop on great deep learning for executives
‘Most importantly the specially designed hand-on sessions will be a boon to completely novice learners. We hope that this workshop will effectively democratize AI/ML Learning.’
Dr. Aditya is also the Assistant Professor with School of Computing and Electrical Engineering at IIT Mandi.
What are the keypoints that will be covered in this IIT Mandi workshop? They are given below:
$ Basics of Machine learning & Neural Networks
$ Convolutional Neural Networks
$ Object Localisation and Detection
$ Autoencoders and Variational AutoEncoder
$ Generative Adversarial Networks
$ Recurrent Neural Network and Long Short-Term Memory, Siamese Network
$ Transformer Network.
Dr. Varun Dutt, Associate Professor with School of Computing and Electrical Engineering at IIT Mandi will the key speaker at the workshop.
Speaking about IIT Mandi workshop Dr. Varun said this workshop is the first of its kind sponsored by the iHub and IIT Mandi and the entire workshop series includes 6 such workshop events in 2021 in total.
The current workshop would provide students, academics, and industry personnel hands-on sessions on AI/ML topics that span a number of domains, including the human-computer interaction area, said Dr. Varun.
The other keyspeakers at this IIT Mandi workshop which is also known as ADLCC 2021 are:
Dr. Aditya Nigam – Indian Institute of Technology Mandi
Dr. Arnav Bhavsar – Indian Institute of Technology Mandi
Dr. Dileep A.D. – Indian Institute of Technology Mandi
Dr. Chetan Arora – Indian Institute of Technology Delhi
Dr. Kamlesh Tiwari – Birla Institute of Technology and Science (BITS), Pilani
Due to the recent drift of technology and enhanced computation power this new paradigm of deep learning based architectures has been extensively explored.
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Different communities have exploited these architectures to solve almost all types of computer vision, image processing, and other problems.
Algorithms have to be implemented over Graphic Processing Unit (GPU) enabled systems to be optimized over very high dimensional parametric space.
Recently, a huge amount of work has been presented in reputed International conferences to exploit the power of Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), Autoencoders, and other related deep learning tools to solve problems in the domains of Computer Vision, Image Processing, Speech Processing, and Natural Language Processing (NLP) among others.
Individuals willing to take part in IIT Mandi workshop will can register through the following webpage ‘https://www.iitmandi.ac.in/ADLCC2021/‘
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IIT Mandi workshop will have a selected batch of participants and the applicants will be shortlisted on a ‘first come first serve basis.’
The state of the art AI/ML techniques will be covered in this IIT Mandi workshop with extensive hands-on tutorial sessions for the participants.
IIT Mandi workshop may pave the way for a research internship opportunity at the iHub and IIT Mandi.
About IIT Mandi
Since the first batch of 97 students joined in July 2009, IIT Mandi has grown to currently host 125 faculty and 1,833 students who are enrolled in various programmes of studies in undergraduate, postgraduate and research programmes, and 1516 alumni.
IIT Mandi is a fully residential campus with 1.4 lakh sq. m. buildings completed. It has a guest house with 88 rooms, a 750-seater Auditorium, campus school, sports complex and hospital.
IIT Mandi has four Academic Schools and three major Research Centers. The Schools are: School of Computing and Electrical Engineering, School of Basic Sciences, School of Engineering, and School of Humanities and Social Sciences.
The Centers are: Advanced Materials Research Centre (AMRC; set up with an investment of Rs. 60 crores), Centre for Design and Fabrication of Electrical Devices (C4DFED; has Rs. 50 crores worth of fabrication tools), and BioX Centre (has acquired research equipment worth Rs. 15 crores).
In 2017, the Department of Biotechnology, Government of India, selected IIT Mandi to lead the prestigious Rs. 10 crore FarmerZone® Project.