The programme is open to the faculty of engineering colleges, degree colleges, MCA colleges and other allied disciplines in Telangana, Andhra Pradesh, Karnataka, Goa, Puducherry and Andaman & Nicobar Islands.
Industry personnel working in the concerned/allied discipline can also attend.
• Basic Machine Learning concepts and examples.
• Nearest-neighbor algorithms.
• Support vector machines.
• Kernel methods.
• Decision trees.
• Ensemble methods (Boosting, Bagging).
• Logistic regression.
• Multi-class classification
(conditional maxent models,
binary classifiers and
error- correction codes).
• Regression (linear regression,
kernel ridge regression,
lasso, neural networks).
• Unsupervised learning methods,
sparse representation and dictionary learning,
dimensionality reduction,
neural networks, introduction
to deep learning, CNN.
• Clustering (K-means, DT clustering).
Dimensionality reduction (PCA, KPCA).
• Introduction to reinforcement learning.
An insight on deep learning algorithms.
• Various applications
Duration: 6 Days
Start Date : 26th NOV 2018 to 1st DEC 2018
Last Date for Submission of application : 25.11.2018
Venue: Swami Vivekananda Institute Of Technology, Hyderabad
Faculty and Research Scholars | Rs. 2500/- |
Faculty of SC/ST Category | Rs. 1875/- (SC/ ST participants should submit their caste certificate to claim the concession along with application form) |
Industry Participants | Rs. 7500/- |
A filled-in form of application in the prescribed format duly signed and sponsored by appropriate authorities (along with demand draft) should reach the coordinator on or before the last date by post/courier. Participants are requested to write their name and contact number backside of demand draft. It is also mandatory to send scanned application form and demand draft through e-mail to drrajunitw@gmail.com/raju@nitw.ac.in as selection will be intimated only through e-mail.
Lodging and boarding will be provided at campus at no additional cost.
DR RAJU BHUKYA
Assistant Professor
Department of CSE
National Institute of Technology
Warangal, 506004.
Telangana, India.
Mobile: 7989299553,8897436971,9700553922
Email Id: drrajunitw@gmail.com, raju@nitw.ac.in