About this Course

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Shareable Certificate
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100% online
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Flexible deadlines
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Intermediate Level
Approx. 8 hours to complete
English
Subtitles: English

Skills you will gain

InformaticsMaterialsStatisticsData Science
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level
Approx. 8 hours to complete
English
Subtitles: English

Offered by

Georgia Institute of Technology logo

Georgia Institute of Technology

Syllabus - What you will learn from this course

Week
1

Week 1

1 hour to complete

Welcome

1 hour to complete
6 readings
6 readings
Course Syllabus10m
Frequently Asked Questions10m
Suggested Reading10m
Target Audience and Recommended Background10m
Get More from Georgia Tech10m
Consent Form10m
2 hours to complete

Accelerating Materials Development and Deployment

2 hours to complete
9 videos (Total 78 min), 1 reading, 1 quiz
9 videos
Historical Materials Development Cycles8m
How do we accelerate materials development and deployment12m
Emergence of multi-stakeholder initiatives8m
The Materials Innovation Ecosystem9m
Part 1:Multiscale Modeling and Multilevel Design of Materials8m
Part 2: Multiscale Modeling and Multilevel design of Materials5m
Decision-Making in Material Design9m
Multilevel Systems-Based Materials Design5m
1 reading
Earn a Georgia Tech Badge/Certificate/CEUs10m
1 practice exercise
Accelerating Materials Development and Deployment34m
Week
2

Week 2

1 hour to complete

Materials Knowledge and Materials Data Science

1 hour to complete
6 videos (Total 53 min)
6 videos
Process-Structure-Property (PSP) Linkages7m
Role of Structures in PSP Linkages10m
Data Science Terminology6m
Main Components of Data Science5m
What is Big Data?6m
1 practice exercise
Materials Knowledge and Materials Data Science20m
Week
3

Week 3

2 hours to complete

Materials Knowledge Improvement Cycles

2 hours to complete
6 videos (Total 79 min)
6 videos
Spatial Correlations: n-Point Statistics11m
Computation and Visualization of 2-Point Spatial Correlations10m
Principal Component Analyses (PCA) for low dimensional representations12m
Principal Component Analyses (PCA) for low dimensional representation of material structure12m
Homogenization: Passing Information to Higher Length Scales16m
1 practice exercise
Materials Knowledge Improvement Cycles16m
Week
4

Week 4

22 minutes to complete

Case Study in Homogenization: Plastic Properties of Two-Phase Composites

22 minutes to complete
2 videos (Total 18 min)
2 videos
Structure-Property Linkages using a Data Science Approach-Part 25m
1 practice exercise
Case Study in Homogenization: Plastic Properties of Two-Phase Composites4m

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Frequently Asked Questions

  • Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:

    • The course may not offer an audit option. You can try a Free Trial instead, or apply for Financial Aid.
    • The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
  • When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.

  • You will be eligible for a full refund until two weeks after your payment date, or (for courses that have just launched) until two weeks after the first session of the course begins, whichever is later. You cannot receive a refund once you’ve earned a Course Certificate, even if you complete the course within the two-week refund period. See our full refund policy.

  • Yes, Coursera provides financial aid to learners who cannot afford the fee. Apply for it by clicking on the Financial Aid link beneath the "Enroll" button on the left. You’ll be prompted to complete an application and will be notified if you are approved. Learn more.

  • This Course doesn't carry university credit, but some universities may choose to accept Course Certificates for credit. Check with your institution to learn more. Online Degrees and Mastertrack™ Certificates on Coursera provide the opportunity to earn university credit.

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