Center for High Performance Reconfigurable Computing, Indian Institute of Information Technology Design and Manufacturing (IIITDM) Kancheepuram is organizing a five-day Workshop on Artificial Intelligence for All during June 17-21.
This workshop aims to introduce and provides a learned experience of a broad range of the techniques used in Artificial Intelligence and Machine learning.
Starting with the basics, the workshop progresses to the latest techniques and intriguing research areas of present-day Artificial Intelligence technological landscape.
The workshop aims to provide a solid foundation in theory as well as practical knowledge to approach a real-world problem involving machine learning and Artificial Intelligence.
- Introduction to Machine Learning, Classification of Machine learning Problems, Probability Theory, and optimization. Linear Regression, Regularization (Ridge and Lasso) and Hands on.
- Classification Problems, Perception, Logistics Regression, More Classification, Kernal Methods/ SVM, Decision trees and Hand on.
- Introduction to Deep Learning: neural networks, representation, backpropagation. Hands-on deep learning framework, hands-on First Neural net (pytorch).
- Deep learning: Computer Vision, Convolution neural nets, different architectures, transfer learning, and hands-on CNN.
- Introduction to NLP: recurrent nets, LSTM/GRU, Word Embeddings, Introduction to latest architectures and hands-on RNN.
Who should participate:
- Faculty/Scientists/Researchers/PG and UG Students working on artificial intelligence models.
- Participants should have a working knowledge of data structures, algorithms, and probability theory. Basic understanding of hardware architectures.
- Free Internship opportunity at HPRC will be given for the interested UG and PG student participants.
- R&D Labs/ Faculty/ PSUs With Hostel Accommodation: Rs. 8000.
- R&D Labs/ Faculty/ PSUs Without Accommodation: Rs. 6000.
- Research Scholars, PG & UG Students with Accommodation: Rs. 7000.
- Research Scholars, PG & UG Students without Accommodation: Rs. 6000
The registration fee covers food and hostel accommodation for all the 5 days. No TA/DA will be provided.
Click here to Register.
Registration Closes by June 08, 2019.
Call: 044-2747 6349/ 91760 10587(M)