AI and Machine Learning

17-21, December 2018

Download Brochure

Application Form

Last Date for Submission of application form: 10th December 2018
Selection list Intimation by E-mail/Display in web site: 12th December 2018

Principal
Coordinator - Academy

Support
Coordinator - Academy

Participating Academies and Local Coordinator Details

Sanjeev Manhas
samanfec@iitr.ac.in
M: 97605 11774
IIT Roorkee

Dr. Atul Gupta
atul@iiitdmj.ac.in
M: 94251 52499
Phone: 0761-2794223
IIITDM Jabalpur

IIT Roorkee - Dr. Bala Subramanian
eict@iitr.ac.in
balarfma@iitr.ac.in
Phone: 01332-286457

IIITDM Jabalpur - Dr. Atul Gupta
atul@iiitdmj.ac.in M: 94251 52499
Phone: 0761-2794223

IIT Guwahati - Dr. Prithwijit Guha
pguha@iitg.ac.in Phone: +91-361-258-3452 (O)

NIT Patna - Dr. J. P Singh M: 85211 59014
jps@nitp.ac.in
and
Dr. Akshay Deepak
M: 62010 80411
akshayd@nitp.ac

Module details of AI and Machine Learning


S.No.

Module Name

Topics

1.

AI Fundamentals

Fundamental Concepts of AI: Agents, environments, general model;
Problem Solving techniques.

2.

Search Techniques

Uninformed search, heuristic search, adversarial search and game
trees; Solution of constraint satisfaction problems using Search

3.

Knowledge Representation

Propositional and predicate calculus, semantics for predicate calculus,
inference rules.

4.

Machine Learning Structures

Supervised and unsupervised learning. Artificial Neural Network
(Multi-Layer Perception), Radial Basis Function, Functional Link ANN,
Self-Organizing Map, Clustering Adaptive FIR and IIR structures.

5.

Machine Learning
Algorithms

Least Mean Square algorithm, Back Propagation,Genetic algorithm,
Differential Evolution, Particle Swarm Optimization and Other Nature
Inspired Optimization.

Target Beneficiaries: Interested Faculty of engineering/technical institutions are eligible to attend these winter courses.
Availability of seats at each offering Academy: Fifty (50) seats are available for each winter course to be offered at each Academy/Remote Centre. Participants will be selected based on first-cum-first-serve basis by each academy. Selected participants will be communicated through e-mail / notified in E&ICT Academy websites.
Course duration: Each winter course is designed for 40 hours (Theory Lectures: 20-25 hours, Hands-on/Design orientation/Activity linked problems/Assignments Problem Solving/Case Studies sessions/Quiz Tests: 15-20 hours)
Accommodation: Boarding and Lodging at Hostels/Guest House will be provided at free of cost only at Identified E&ICT Academies. For details please refer to respective Academy websites. At identified Remote centres only working lunch and snacks will be provided.
Travel: No Travel Allowance will be paid to the participants.
Registration Fee for each Winter Course: No Registration fee is charged for attending this programme planned at any designated academies/Remote centres. However, candidate should submit a refundable Demand Draft of Rs.1000/- along with application form and the same will be handed over to the participant on the last day of the training. Satisfactory Certificate will be given to the participants subject to fulfillment of attending all sessions, submission of assignments and clearing the test(s).

How to apply:
  • A duly filled in application form in the prescribed form signed by the Head of the Institute to which the candidate belongs (along with demand draft) should reach by post to the local coordinator of the participating academy.
  • Government of India norms will be followed for SC/ST category participants.
  • The application form along with the DD can also be submitted in the online mode to Local Coordinator of the respective academy.