Georgia Institute of Technology
Materials Data Sciences and Informatics
Georgia Institute of Technology

Materials Data Sciences and Informatics

Taught in English

Some content may not be translated

16,790 already enrolled

Course

Gain insight into a topic and learn the fundamentals

Dr. Surya Kalidindi

Instructor: Dr. Surya Kalidindi

4.5

(325 reviews)

Intermediate level
Some related experience required
9 hours to complete
3 weeks at 3 hours a week
Flexible schedule
Learn at your own pace

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

5 quizzes

See how employees at top companies are mastering in-demand skills

Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

There are 6 modules in this course

What you should know before you start the course

What's included

6 readings

• Learn and appreciate historical paradigms of advanced materials development while emphasizing the critical need for new approaches that employ data sciences and informatics as the glue to connect computational simulation and experiments to speed up the processes of materials discovery and development. • Learn about the emergence of key national and international 21st century initiatives in accelerated materials discovery and development and how they are expected to bring about a disruptive transformation of new product capabilities and time to market.

What's included

9 videos1 reading1 quiz2 discussion prompts

• Understand property, structure and process spaces • Learn about Process-Structure-Property Linkages • Learn what does Materials Knowledge mean • Learn about a role of Data Science in Materials Knowledge System • Overview approaches and main components of Data Science • Learn about a new discipline - Materials Data Sciences

What's included

6 videos1 quiz

• Learn material structure and its digital representation • Learn how to calculate 2-point statistics • Learn how Principal Component Analysis can be used to reduce dimensionality • Understand Homogenization and Localization concepts

What's included

6 videos1 quiz

This module demonstrates a homogenization problem based on an example of two-phase composites

What's included

2 videos1 quiz

• Learn about materials innovation system and cyberinfrastructure • Review Materials Databases, e-collaboration platforms and code repositories • Learn why integrated workflows are needed • Define Metadata, Structured and Unstructured data • Learn about available services for e-collaborations

What's included

6 videos2 readings1 quiz2 discussion prompts

Instructor

Instructor ratings
4.5 (83 ratings)
Dr. Surya Kalidindi
Georgia Institute of Technology
1 Course16,790 learners

Offered by

Recommended if you're interested in Chemistry

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Learner reviews

Showing 3 of 325

4.5

325 reviews

  • 5 stars

    63.69%

  • 4 stars

    25.84%

  • 3 stars

    7.07%

  • 2 stars

    2.15%

  • 1 star

    1.23%

RR
5

Reviewed on Sep 22, 2018

BB
4

Reviewed on Mar 27, 2020

RV
5

Reviewed on Jan 8, 2024

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions