About this Course

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Learner Career Outcomes

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started a new career after completing these courses

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got a tangible career benefit from this course
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.
Beginner Level
Approx. 9 hours to complete
English
Subtitles: English

Learner Career Outcomes

14%

started a new career after completing these courses

14%

got a tangible career benefit from this course
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.
Beginner Level
Approx. 9 hours to complete
English
Subtitles: English

Offered by

University at Buffalo logo

University at Buffalo

The State University of New York logo

The State University of New York

Syllabus - What you will learn from this course

Content RatingThumbs Up97%(2,832 ratings)Info
Week
1

Week 1

2 hours to complete

Introduction to Advanced Manufacturing Process Analysis

2 hours to complete
5 videos (Total 27 min), 3 readings, 3 quizzes
5 videos
The Data Analysis Process4m
Data Collection in Different Manufacturing Settings4m
DMD Dialogue 1: Discrete Part Manufacturing7m
DMD Dialogue 2: Continuous Manufacturing7m
3 readings
Acknowledgements10m
Resources: Data Analysis: Value and Process10m
Resources: Manufacturing Settings and Data Collection15m
3 practice exercises
Self-check10m
Self-check10m
Advanced Manufacturing Process Analysis- Week 1 Quiz30m
Week
2

Week 2

3 hours to complete

Data Collection

3 hours to complete
4 videos (Total 17 min), 4 readings, 5 quizzes
4 videos
Data Collection Considerations2m
Data Storage4m
Data Preprocessing3m
4 readings
Resources: Traditional Data Sets versus Big Data1h
Resources: Data Collection15m
Resources: Data Storage and Organization20m
Resources: Data Pre-processing25m
5 practice exercises
Self-check6m
Self-check4m
Self-check6m
Self-check4m
Advanced Manufacturing Process Analysis- Week 2 Quiz30m
Week
3

Week 3

4 hours to complete

Data Analysis: Computational Techniques and Platforms

4 hours to complete
5 videos (Total 20 min), 7 readings, 5 quizzes
5 videos
Anomaly Detection2m
The Computational Platform3m
HPC and Cloud Computing5m
Your 4.0 Roadmap to Success3m
7 readings
Resources: Determination of Significant Variables/Factors25m
Resources: Anomaly Detection30m
Resources: Computing Platform, Components, Categories, and Capabilities30m
Resources: High Performance and Cloud Computing25m
Your 4.0 Roadmap to Success -- Resources10m
Your Roadmap Project: Step 430m
Advanced Manufacturing Analysis -- Key Takeaways25m
5 practice exercises
Self-check6m
Self-check4m
Self-check6m
Self-check4m
Advanced Manufacturing Process Analysis- Week 3 Quiz30m

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