

Differential Equations for Engineers
- Offered byCoursera
- Public/Government Institute
Differential Equations for Engineers at Coursera Overview
Duration | 27 hours |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Beginner |
Official Website | Explore Free Course |
Credential | Certificate |
Differential Equations for Engineers at Coursera Highlights
- 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 Knowledge of single variable calculus.
- Approx. 27 hours to complete
- English Subtitles: Arabic, French, Portuguese (European), Italian, Vietnamese, German, Russian, English, Spanish
Differential Equations for Engineers at Coursera Course details
- This course is about differential equations and covers material that all engineers should know. Both basic theory and applications are taught. In the first five weeks we will learn about ordinary differential equations, and in the final week, partial differential equations.
- The course is composed of 56 short lecture videos, with a few simple problems to solve following each lecture. And after each substantial topic, there is a short practice quiz. Solutions to the problems and practice quizzes can be found in instructor-provided lecture notes. There are a total of six weeks in the course, and at the end of each week there is an assessed quiz.
- Download the lecture notes:
- http://www.math.ust.hk/~machas/differential-equations-for-engineers.pdf
- Watch the promotional video:
- https://youtu.be/eSty7oo09ZI
Differential Equations for Engineers at Coursera Curriculum
First-Order Differential Equations
Promotional Video
Course Overview
Introduction to Differential Equations
Lecture 1
Week One Introduction
Euler Method
Lecture 2
Separable First-order Equations
Lecture 3
Separable First-order Equation: Example
Lecture 4
Linear First-order Equations
Lecture 5
Linear First-order Equation: Example
Lecture 6
Application: Compound Interest
Lecture 7
Application: Terminal Velocity
Lecture 8
Application: RC Circuit
Lecture 9
The SIR Model
The Basic Reproductive Ratio
Solution of the SIR Model
Welcome and Course Information
How to Write Math in the Discussions Using MathJax
Runge-Kutta Methods
Separable First-order Equations
Separable First-order Equation Examples
Linear First-order Equations
Change of Variables Transforms a Nonlinear to a Linear Equation
Linear First-order Equation: Examples
Saving for Retirement
Borrowing for a Mortgage
Terminal Velocity of a Skydiver
The Current in an RC Circuit
Diagnostic Quiz
Classify Differential Equations
Separable First-order ODEs
Linear First-order ODEs
Applications
Week One Assessment
Homogeneous Linear Differential Equations
Week Two Introduction
Euler Method for Higher-order ODEs
Lecture 10
The Principle of Superposition
Lecture 11
The Wronskian
Lecture 12
Homogeneous Second-order ODE with Constant Coefficients
Lecture 13
Case 1: Distinct Real Roots
Lecture 14
Case 2: Complex-Conjugate Roots (Part A)
Lecture 15
Case 2: Complex-Conjugate Roots (Part B)
Lecture 16
Case 3: Repeated Roots (Part A)
Lecture 17
Case 3: Repeated Roots (Part B)
Lecture 18
Complex Numbers
Second-order Equation as System of First-order Equations
Second-order Runge-Kutta Method
Linear Superposition for Inhomogeneous ODEs
Wronskian of Exponential Function
Roots of the Characteristic Equation
Distinct Real Roots
Hyperbolic Sine and Cosine Functions
Do You Know Complex Numbers?
Complex-Conjugate Roots
Sine and Cosine Functions
Repeated Roots
Superposition, the Wronskian, and the Characteristic Equation
Homogeneous Equations
Week Two Assessment
Inhomogeneous Linear Differential Equations
Week Three Introduction
Inhomogeneous Second-order ODE
Lecture 19
Inhomogeneous Term: Exponential Function
Lecture 20
Inhomogeneous Term: Sine or Cosine (Part A)
Lecture 21
Inhomogeneous Term: Sine or Cosine (Part B)
Lecture 22
Inhomogeneous Term: Polynomials
Lecture 23
Resonance
Lecture 24
RLC Circuit
Lecture 25
Mass on a Spring
Lecture 26
Pendulum
Lecture 27
Damped Resonance
Lecture 28
Nondimensionalization
Multiple Inhomogeneous Terms
Exponential Inhomogeneous Term
Sine or Cosine Inhomogeneous Term
Polynomial Inhomogeneous Term
When the Inhomogeneous Term is a Solution of the Homogeneous Equation
Do You Know Dimensional Analysis?
Another Nondimensionalization of the RLC Circuit Equation
Another Nondimensionalization of the Mass on a Spring Equation
Find the Amplitude of Oscillation
Solving Inhomogeneous Equations
Particular Solutions
Applications and Resonance
Week Three Assessment
The Laplace Transform and Series Solution Methods
Week Four Introduction
Definition of the Laplace Transform
Lecture 29
Laplace Transform of a Constant Coefficient ODE
Lecture 30
Solution of an Initial Value Problem
Lecture 31
The Heaviside Step Function
Lecture 32
The Dirac Delta Function
Lecture 33
Solution of a Discontinuous Inhomogeneous Term
Lecture 34
Solution of an Impulsive Inhomogeneous Term
Lecture 35
The Series Solution Method
Lecture 36
Series Solution of the Airy's Equation (Part A)
Lecture 37
Series Solution of the Airy's Equation (Part B)
Lecture 38
The Laplace Transform of Sine
Laplace Transform of an ODE
Solution of an Initial Value Problem
Heaviside Step Function
The Dirac Delta Function
Discontinuous Inhomogeneous Term
Impulsive Inhomogeneous Term
Series Solution Method
Series Solution of a Nonconstant Coefficient ODE
Solution of the Airy's Equation
The Laplace Transform Method
Discontinuous and Impulsive Inhomogeneous Terms
Series Solutions
Week Four Assessment
Systems of Differential Equations
Week Five Introduction
Systems of Homogeneous Linear First-order ODEs
Lecture 39
Distinct Real Eigenvalues
Lecture 40
Complex-Conjugate Eigenvalues
Lecture 41
Phase Portraits
Lecture 42
Stable and Unstable Nodes
Lecture 43
Saddle points
Lecture 44
Spirals
Lecture 45
Coupled Oscillators
Lecture 46
Normal Modes (Eigenvalues)
Lecture 47
Normal Modes (Eigenvectors)
Lecture 48
Matrices and Determinants
Eigenvalues and Eigenvectors
Do You Know Matrix Algebra?
Eigenvalues of a Symmetric Matrix
Distinct Real Eigenvalues
Complex-Conjugate Eigenvalues
Phase Portraits
Nodes
Saddle Points
Spirals
Coupled Oscillators
Normal Modes of Coupled Oscillators
Systems of Differential Equations
Phase portraits
Normal Modes
Week Five Assessment
Partial Differential Equations
Week Six Introduction
Fourier Series
Lecture 49
Fourier Sine and Cosine Series
Lecture 50
Fourier Series: Example
Lecture 51
The Diffusion Equation
Lecture 52
Solution of the Diffusion Equation: Separation of Variables
Lecture 53
Solution of the Diffusion Equation: Eigenvalues
Lecture 54
Solution of the Diffusion Equation: Fourier Series
Lecture 55
Diffusion Equation: Example
Lecture 56
Partial Derivatives
Concluding Remarks
Fourier Series
Fourier series at x=0
Fourier Series of a Square Wave
Do You Know Partial Derivatives?
Nondimensionalization of the Diffusion Equation
Boundary Conditions with Closed Pipe Ends
ODE Eigenvalue Problems
Solution of the Diffusion Equation with Closed Pipe Ends
Concentration of a Dye in a Pipe with Closed Ends
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Acknowledgements
Fourier Series
Separable Partial Differential Equations
The Diffusion Equation
Week Six Assessment
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