About this Course

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Shareable Certificate
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Flexible deadlines
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Intermediate Level
Approx. 9 hours to complete
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. 9 hours to complete
English

Offered by

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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 Deployment30m
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 Science30m
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 Cycles30m
Week
4

Week 4

1 hour to complete

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

1 hour 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 Composites30m

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Frequently Asked Questions

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