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Quick Facts

Medium Of Instructions	Mode Of Learning	Mode Of Delivery
English	Self Study	Video and Text Based

Course Overview

The Surrogates and Approximations in Engineering Design certification course is a 4-week duration programme. The certification course offers a comprehensive curriculum that covers introduction, physical versus, computational experiments, introduction to engineering optimisation, and the need for surrogates in optimisation. This course is designed for the postgraduation students.

The Surrogates and Approximations in Engineering Design certification by NPTEL equips students with the necessary skills and knowledge of surrogates and approximations in Engineering design. The students explore Surrogates: polynomial regression, radial basis function, and Kriging as part of the syllabus. They will gain hands-on training in the application of learned methods and principles.

Also Read: Engineering Design Certificate Courses

The Highlights

Elective/PG
Video Course
4 Weeks Course
Completion Certification

Courses and Certificate Fees

Certificate Availability	Certificate Providing Authority
yes	IIT Madras

Eligibility Criteria

Certification Qualifying Details

After completing the Surrogates and Approximations in Engineering Design online course the candidates will receive a certificate after clearing the examination with a valid score.

What you will learn

After completing the Surrogates and Approximations in Engineering Design certification syllabus, the students will gain in-depth knowledge of sampling plans, latin squares, latin, hypercubes sampling, stratification, orthogonal arrays, and sequences. With the support of the leading industry professionals from IIT Madras, the students will be able to apply the principles and techniques in the real world.

The students will gain a deep understanding of using surrogates in design space, after completing the Surrogates and Approximations in Engineering Design training. They will also learn to design space exploration and exploitation, infill criteria, and adaptive sampling. The students will also explore the introduction to DOE and surrogate modelling.

Who it is for

The Surrogates and Approximations in Engineering Design online course is designed for aspiring students seeking to enhance their skills and knowledge. This course can also be beneficial for:

Admission Details

To enroll in the Surrogates and Approximations in Engineering Design classes, follow these steps:

Step 1: Browse the link mentioned below:

https://nptel.ac.in/courses/112106250

Step 2: "Login In" and Sign In with a Google account or create a separate account.

Step 3: Fill out the registration form with the necessary details, submit it and join the course.

Evaluation process

Candidates who wants to receive a certificate, must write an exam and achieve a minimum of 25 percent in assignments and 75 percent in the written exam out of 100 after the completion of the Surrogates and Approximations in Engineering Design certification course.