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Quick Facts

Medium Of Instructions	Mode Of Learning	Mode Of Delivery
English

Course Overview

The Advanced Optimization Techniques and Hands-on with MATLAB/SCILAB course is being offered by the Electronics and ICT academy at National Institute of Technology Patna. It has been set up under the scheme of Department of electronics and information technology. It is a Joint Online Faculty Development Programme.

National Institute of Technology Patna, provides an opportunity of educational training, development and research in science, humanities and engineering technology along with education at UG, PG and PhD level. This course has been designed to provide the learners with an understanding of the various concepts of optimization.

They will learn the fundamentals of optimization and the various methods used for optimization such as the graphical method, the simple method, Multi-modal function Optimization, Multi objective Particle Swarm Optimization, Hybridization of optimization techniques with Neural Networks and Deep Neural Networks and Benchmark mathematical function optimization.

This course is beneficial for the students who wish to gain knowledge about optimization techniques and advance their career in this field of industry.

The Highlights

Online learning
Lectures by IIT experts
Course certificate
Alumni status of NIT Patna

Programme Offerings

Online live web conferencing
assignments
Case Studies

Courses and Certificate Fees

Certificate Availability
no

For the Advanced Optimization Techniques and Hands-on with MATLAB/SCILAB course candidates have to pay:

Faculties or PHD Scholars have to pay a fee of Rs. 500 (general quota) and Rs. 250 (SC/ST quota).
Other candidates apart from the above need to pay Rs. 1000 (general quota) and Rs. 500 (SC/ST).

Fee details for Advanced Optimization Techniques and Hands-on with MATLAB/SCILAB course

Particulars

Amount ( General )

( SC/ST )

Faculty/ PhD Scholar

Rs. 500/-

Rs. 250/-

Others

(Except Faculty/PhD-Scholar)

Rs. 1,000/-

Rs. 500/-

Eligibility Criteria

Certification Qualifying Details

Participants will be given a course certificate for the Advanced Optimization Techniques and Hands-on with MATLAB/SCILAB course upon successful completion of the assignments and exams given as a part of the course and payment of the certification fees.

What you will learn

Programming skills

After the course nears its completion Advanced Optimization Techniques and Hands-on with MATLAB/SCILAB course by NIT Patna participants will have knowledge about the following:

Understand the basic principles of optimization
Acknowledge the evolutionary computation of optimization
Learn the different methods used for the optimization
Understand the system of Linear and Nonlinear Identification
Learn the genomic signal processing

Who it is for

Data AnalystData ScientistResearch AssociateMachine Learning EngineerData Engineer

Advanced Optimization Techniques and Hands-on with MATLAB/SCILAB course can be pursued by:

The faculty/students having engineering or technical background.
Faculty/students who wish to gain knowledge or develop their skills can also take this course.

Application Details

To register for the Advanced Optimization Techniques and Hands-on with MATLAB/SCILAB course candidates are required to follow the given steps:

Step1: Candidates can click on the URL to visit the official website of the course http://www.nitp.ac.in/ict/handsonmatlab.php

Step2: Candidates have to click on apply online option given on the right side.

Step3: As this course is currently not open for registration, the candidates can contact the institute officials and enquire regarding the registration details.

The Syllabus

Unconstrained and constrained optimization
Linear programming
Newton’s method
Graphical method
Simplex method
Derivative based optimization
Symmetric dual problems
Least mean square method

Benchmark mathematical function optimization
Dynamic system identification
Device modeling
Hybridization of optimization techniques with neural networks and deep neural networks
Forecasting/prediction of time series
Data classification and clustering
Genomic signal processing
Communication channel equalization
Linear and nonlinear system identification

Multi-modal function optimization
Bio-inspired optimization (artificial immune system, bacterial foraging optimization)
Physical algorithms (simulated annealing, colliding bodies optimization, gravitational search optimization)
Evolutionary computation (genetic algorithm, genetic programming, differential evolution, social spider optimization)
Swarm intelligence (particle swarm optimization, ant colony optimization, cat swarm optimization, cuckoo-search, grey wolf optimization, whale optimization)

Non-dominated solutions
Many-objective optimization
Nsga-iii.
Multi objective particle swarm optimization
Non-dominated sorting genetic algorithm (nsga-ii)

Instructors

NIT Patna Frequently Asked Questions (FAQ's)

1: What is the E&ICT Academy?

Academy of NIT Patna is one of the seven Electronics and Information & Communications Technology (ICT) Academies instituted by the Ministry of Electronics and Information Technology of Government of India.

2: Who are the academy level coordinators for this course?

Dr. J P Singh and Dr. G Pradhan are the academy level coordinators for this course. Candidates can drop them a mail at jps@nitp.ac.in or gdp@nitp.ac.in respectively. They can even contact them on 8521159014 or 9546823280.

3: Who is a part of the core team members of E&ICT Academy?

Dr. Bharat Gupta( CI E & ICT Academy, NIT Patna) and Dr. MP Singh ( CI E & ICT Academy, NIT Patna) are a part of the core team. They can be emailed at mps@nitp.ac.in or bharat@nitp.ac.in respectively.

4: What are the institute contact details?

Candidates can contact Mr. Ram Gopal (TPO) at 8434305807 or drop in a mail at eictapatna@nitp.ac.in or visit the website http://www.nitp.ac.in/ict for further details.

5: Is there any required eligibility for this course?

There is no required eligibility to take up this course. Candidates who are interested in learning about optimization techniques can pursue this course.

6: Is there an offline application procedure?

No, there is no offline application procedure for this course. Interested candidates have to apply online for this course.

7: Are there other online courses?

Yes, NIT is offering online courses in different categories such as cyber security, python programming and quantum computing.

8: What will be the course duration?

The course of the Advanced Optimization Techniques and Hands-on with MATLAB/SCILAB course will be approximately one-two weeks long.

9: How will the course be conducted?

The course will be conducted through online live web-conferencing, with lectures given by experts from IITs, NITs and other premier institutes/industries. There will be online proctoring by designated coordinators, sessions on design orientation, assignments, case studies and quiz test(s).

10: How much time will the participants have to spare for the course?

The participants will have to spare not more than 3.5 hours in a day for this course.