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Machine Learning

Master machine learning fundamentals in four hands-on courses

About This Specialization This Specialization from leading researchers at the University of Washington introduces you to the exciting, high-demand field of Machine Learning. Through a series of practical case studies, you will gain applied experience in major areas of Machine Learning including Prediction, Classification, Clustering, and Information Retrieval. You will learn to analyze large and complex datasets, create systems that adapt and improve over time, and build intelligent applications that can make predictions from data. Created by: Industry Partners: 4 courses Follow the suggested order or choose your own. Projects Designed to help you practice and apply the skills you learn. Certificates Highlight your new skills on your resume or

Mechanics of Materials I: Fundamentals of Stress & Strain and Axial Loading

Mechanics of Materials I: Fundamentals of Stress & Strain and Axial Loading

About this course: This course explores the topic of solid objects subjected to stress and strain. The methods taught in the course are used to predict the response of engineering structures to various types of loading, and to analyze the vulnerability of these structures to various failure modes. Axial loading with be the focus in this course.

Created by:   Georgia Institute of Technology

  • Dr. Wayne Whiteman, PE
    Taught by:    Dr. Wayne Whiteman, PE, Senior Academic Professional
    Woodruff School of Mechanical Engineering
Commitment5 weeks of material; 5 to 7 hours per week work for students
Language
English
How To PassPass all graded assignments to complete the course.
User Ratings
Average User Rating 4.8See what learners said
Syllabus
WEEK 1
Welcome

1 video3 readings
  1. Reading: Course Syllabus
  2. Reading: Consent Form
  3. Video: Course Introduction
  4. Reading: Get More from Georgia Tech
Stress and Strain Fundamentals
In this section, we will study the fundamentals of stress and strain as applied to Mechanics of Materials. 

8 videos14 readings
  1. Video: Module 1: General Analysis Approach
  2. Reading: Download Pdf Format Module 1: General Analysis Approach
  3. Video: Module 2: Internal Forces due to External Loads
  4. Reading: Download Pdf Format Module 2: Internal Forces due to External Loads
  5. Video: Module 3: Normal Stress/Shear Stress
  6. Reading: Download Pdf Format: Module 3: Normal Stress/Shear Stress
  7. Reading: Module 3 Worksheet Solution
  8. Video: Module 4: Maximum Normal and Shear Stress on Inclined Planes for Uniaxial Loading
  9. Reading: Download Pdf Format Module 4: Maximum Normal and Shear Stress on Inclined Planes for Uniaxial Loading
  10. Reading: Module 4 Worksheet Solution
  11. Video: Module 5: General State of Stress at a Point (3D)
  12. Reading: Download Pdf Format Module 5: General State of Stress at a Point (3D)
  13. Video: Module 6: Two-Dimensional (2D) or Plane Stress
  14. Reading: Download Pdf Format Module 6: Two-Dimensional (2D) or Plane Stress
  15. Video: Module 7: Nominal (Engineering) Stress and True Stress
  16. Reading: Download Pdf Format Module 7: Nominal (Engineering) Stress and True Stress
  17. Reading: Module 7 Worksheet Solution
  18. Video: Module 8: Normal Strain
  19. Reading: Download Pdf Format Module 8: Normal Strain
  20. Reading: Module 8 Worksheet Solution
  21. Reading: Solution to Quiz Week One
  22. Reading: Earn a Georgia Tech Badge/Certificate/CEUs
Graded: Quiz on Stress and Strain Fundamentals
WEEK 2
Stress-Strain Diagrams, Material Properties, and Shear Stress and Strain
In this section, we will develop stress-strain diagrams, discuss material properties, and look more in depth at shear stress and strain. 

7 videos11 readings
  1. Video: Module 9: Tension Test and Stress-Strain Diagram
  2. Reading: Download Pdf Format Module 9: Tension Test and Stress-Strain Diagram
  3. Video: Module 10: Internal Properties and Hooke’s Law
  4. Reading: Download Pdf Format Module 10: Internal Properties and Hooke’s Law
  5. Reading: Module 10 Worksheet Solution
  6. Video: Module 11: 0.2% Offset Yield Stress
  7. Reading: Download Pdf Format Module 11: 0.2% Offset Yield Stress
  8. Reading: Module 11 Worksheet Solution
  9. Video: Module 12: Strain Hardening/Permanent Set
  10. Reading: Download Pdf Format Module 12: Strain Hardening/Permanent Set
  11. Video: Module 13: Poisson’s Ratio
  12. Reading: Download Pdf Format Module 13: Poisson’s Ratio
  13. Reading: Module 13 Worksheet Solution
  14. Video: Module 14:Shear Stress/2D Pure Shear
  15. Reading: Download Pdf Format Module 14:Shear Stress/2D Pure Shear
  16. Video: Module 15: Shear Strain
  17. Reading: Download Pdf Format Module 15: Shear Strain
  18. Reading: Solution to Quiz Week Two
Graded: Quiz on Stress-Strain Diagrams, Material Properties, and Shear Stress and Strain
WEEK 3
Stresses on Inclined Planes
In this section, we will develop the stress transformation equations for inclined planes and introduce Mohr’s Circle for Plane Stress 

11 videos14 readings
  1. Video: Module 16:Stresses on Inclined Planes – Sign Convention
  2. Reading: Download Pdf Format Module 16:Stresses on Inclined Planes – Sign Convention
  3. Video: Module 17: Transformation Equations for Plane Stress
  4. Reading: Download Pdf Format Module 17: Transformation Equations for Plane Stress
  5. Reading: Module 17 Worksheet Solution
  6. Video: Module 18: Principal Stresses/Principal Planes
  7. Reading: Download Pdf Format Module 18: Principal Stresses/Principal Planes
  8. Video: Module 19: Principal Stresses/Principal Planes (cont.)
  9. Reading: Download Pdf Format Module 19: Principal Stresses/Principal Planes (cont.)
  10. Video: Module 20: Maximum and Minimum In-Plane Principal Stresses
  11. Reading: Download Pdf Format Module 20: Maximum and Minimum In-Plane Principal Stresses
  12. Video: Module 21: Maximum In-Plane Shear Stress
  13. Reading: Download Pdf Format Module 21: Maximum In-Plane Shear Stress
  14. Reading: Module 21 Worksheet Solution
  15. Video: Module 22: Introduction to Mohr’s Circle
  16. Reading: Download Pdf Format Module 22: Introduction to Mohr’s Circle
  17. Video: Module 23: Mohr’s Circle for Plane Stress
  18. Reading: Download Pdf Format Module 23: Mohr’s Circle for Plane Stress
  19. Video: Module 24: Determine Principal Stresses, Principal Planes, and Maximum Shear Stress using Mohr’s Circle
  20. Reading: Download Pdf Format Module 24: Determine Principal Stresses, Principal Planes, and Maximum Shear Stress using Mohr’s Circle
  21. Video: Module 25: Stresses on any given plane using Mohr’s Circle
  22. Reading: Download Pdf Format Module 25: Stresses on any given plane using Mohr’s Circle
  23. Video: Module 26: Principal Stresses and Principal Planes by solving Eigenvalue Problem
  24. Reading: Download Pdf Format Module 26: Principal Stresses and Principal Planes by solving Eigenvalue Problem
  25. Reading: Solution to Quiz Week Three
Graded: Quiz on Stresses on Inclined Planes
WEEK 4
Stress concentrations, Mohr’s Circle for Plane Strain, and measuring strains
In this section, we will learn about stress concentrations, and discuss plane strain, develop Mohr’s Circle for Plane Strain, and explore methods of measuring strain. 

11 videos12 readings
  1. Video: Module 27: Stress Concentration Factors/Saint-Venant’s Principle
  2. Reading: Download Pdf Format Module 27: Stress Concentration Factors/Saint-Venant’s Principle
  3. Video: Module 28: Determine Maximum Stress at Discontinuities using Stress Concentration Factors
  4. Reading: Download Pdf Format Module 28: Determine Maximum Stress at Discontinuities using Stress Concentration Factors
  5. Video: Module 29: Two-Dimensional (2D) or Plane Strain
  6. Reading: Download Pdf Format Module 29: Two-Dimensional (2D) or Plane Strain
  7. Video: Module 30: Transformation Equations for Plane Strain
  8. Reading: Download Pdf Format Module 30: Transformation Equations for Plane Strain
  9. Video: Module 31: Transformation Equations for Plane Strain (cont.)
  10. Reading: Download Pdf Format Module 31: Transformation Equations for Plane Strain (cont.)
  11. Video: Module 32: Mohr’s Circle for Plane Strain
  12. Reading: Download Pdf Format Module 32: Mohr’s Circle for Plane Strain
  13. Video: Module 33: Determine Principal Strains, Principal Planes, and Maximum Shear Strain using Mohr’s Circle
  14. Reading: Download Pdf Format Module 33: Determine Principal Strains, Principal Planes, and Maximum Shear Strain using Mohr’s Circle
  15. Video: Module 34: Strains on any given plane using Mohr’s Circle
  16. Reading: Download Pdf Format Module 34: Strains on any given plane using Mohr’s Circle
  17. Video: Module 35: Find Strains using Experimental Analysis Techniques
  18. Reading: Download Pdf Format Module 35: Find Strains using Experimental Analysis Techniques
  19. Video: Module 36: Find In-Plane Strains using Strain Gage Measurements
  20. Reading: Download Pdf Format Module 36: Find In-Plane Strains using Strain Gage Measurements
  21. Video: Module 37: Find Principal Strains, Maximum Shear Strain, and Principal
  22. Reading: Download Pdf Format Module 37: Find Principal Strains, Maximum Shear Strain, and Principal
  23. Reading: Solution to Quiz Week Four
Graded: Quiz on Stress concentrations, Mohr’s Circle for Plane Strain, and measuring strains
WEEK 5
Generalized Hooke’s Laws, Factor of Safety, Non-linear behavior and Plasticity, Statically Indeterminate Structures, and Thermal Effects
In this section, we will conclude the course by discussing the topics of the generalize Hooke’s Laws for Isotropic materials, factors of safety, nonlinear behavior and plasticity, statically indeterminate structures, and thermal effects in mechanics of materials.

9 videos12 readings
  1. Video: Module 38: Generalized Hooke’s Laws for Isotropic Materials
  2. Reading: Download Pdf Format Module 38: Generalized Hooke’s Laws for Isotropic Materials
  3. Video: Module 39: Modulus of Elasticity, Modulus of Rigidity, and Poisson’s Ratio relationship for Isotropic Materials
  4. Reading: Download Pdf Format Module 39: Modulus of Elasticity, Modulus of Rigidity, and Poisson’s Ratio relationship for Isotropic Materials
  5. Video: Module 40: Factor of Safety
  6. Reading: Download Pdf Format Module 40: Factor of Safety
  7. Video: Module 41: Design to meet specified Factor of Safety
  8. Reading: Download Pdf Format Module 41: Design to meet specified Factor of Safety
  9. Reading: Module 41 Worksheet Solution
  10. Video: Module 42: Idealized Elastoplastic Material Assumption
  11. Reading: Download Pdf Format Module 42: Idealized Elastoplastic Material Assumption
  12. Video: Module 43: Solve a Statically Indeterminate Structure under Axial Loading
  13. Reading: Download Pdf Format Module 43: Solve a Statically Indeterminate Structure under Axial Loading
  14. Video: Module 44: Temperature Effects on Engineering Materials
  15. Reading: Download Pdf Format Module 44: Temperature Effects on Engineering Materials
  16. Video: Module 45: Solve an Engineering Problem with Thermal Effects
  17. Reading: Dowload Pdf Format Module 45: Solve an Engineering Problem with Thermal Effects
  18. Reading: Solution to Quiz Week five
  19. Video: Module 46: Course Conclusion
  20. Reading: Download Pdf Format Module 46: Course Conclusion
  21. Reading: Where to go from here
Graded: Quiz on Generalized Hooke’s Laws, Factor of Safety, Non-linear behavior and Plasticity, Statically Indeterminate Structures, and Thermal Effects
How It Works
Coursework
Coursework
Each course is like an interactive textbook, featuring pre-recorded videos, quizzes and projects.
Help from Your Peers
Help from Your Peers
Connect with thousands of other learners and debate ideas, discuss course material, and get help mastering concepts.
Certificates
Certificates
Earn official recognition for your work, and share your success with friends, colleagues, and employers.
Creators
Georgia Institute of Technology
The Georgia Institute of Technology is one of the nation's top research universities, distinguished by its commitment to improving the human condition through advanced science and technology. Georgia Tech's campus occupies 400 acres in the heart of the city of Atlanta, where more than 20,000 undergraduate and graduate students receive a focused, technologically based education.


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