The Hong Kong University of Science and Technology
Mathematics for Engineers Specialization
The Hong Kong University of Science and Technology

Mathematics for Engineers Specialization

Learn the mathematics needed to become an engineer. Study matrix algebra, differential equations, vector calculus, numerical methods and complete a capstone project.

Jeffrey R. Chasnov

Instructor: Jeffrey R. Chasnov

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4.9

(941 reviews)

Beginner level

Recommended experience

3 months to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.9

(941 reviews)

Beginner level

Recommended experience

3 months to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • How to work with matrices and understand some fundamental concepts from linear algebra.

  • How to solve differential equations and apply them to model physical phenomena.

  • How to extend single variable calculus to three dimensions and differentiate and integrate scalar and vector fields.

  • How to analyze basic numerical techniques and write scientific computation programs in MATLAB.

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Taught in English
71 practice exercises

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Specialization - 5 course series

Matrix Algebra for Engineers

Matrix Algebra for Engineers

Course 119 hours

What you'll learn

  • Matrix multiplication, transpose, inverse, orthogonal matrices

  • Gaussian elimination, reduced row echelon form, LU decomposition

  • Vector Spaces, linear independence, Gram-Schmidt process, null space, column space, least-squares problem

  • Determinants, Laplace expansion, Leibniz formula, eigenvalue problem, matrix diagonalization, powers of a matrix

Skills you'll gain

Linear Algebra, Applied Mathematics, Algebra, Engineering Calculations, Advanced Mathematics, Arithmetic, Computational Logic, Engineering Analysis, and General Mathematics

What you'll learn

  • Separable and linear first-order differential equations, and their applications

  • Homogeneous and inhomogeneous second-order differential equations, and their applications

  • The Laplace transform and series solution methods

  • Systems of differential equations and partial differential equations

Skills you'll gain

Differential Equations, Linear Algebra, Applied Mathematics, Integral Calculus, Derivatives, Calculus, Vibrations, Advanced Mathematics, Electrical Engineering, Numerical Analysis, Engineering Analysis, and Mathematical Modeling

What you'll learn

  • Vectors, the dot product and cross product

  • The gradient, divergence, curl, and Laplacian

  • Multivariable integration, polar, cylindrical and spherical coordinates

  • Line integrals, surface integrals, the gradient theorem, the divergence theorem and Stokes' theorem

Skills you'll gain

Integral Calculus, Applied Mathematics, Calculus, Geometry, Derivatives, Mechanical Engineering, Advanced Mathematics, Engineering, Physics, and Electrical Engineering

What you'll learn

  • MATLAB and the foundations of scientific computing

  • Root finding methods such as Newton's method, and numerical linear algebra using the LU decomposition

  • Integration methods such as adaptive quadrature, and interpolation algorithms using a cubic spline

  • Numerical methods for solving ODEs, such as Runge-Kutta, and the finite difference method for solving PDEs

Skills you'll gain

Numerical Analysis, Matlab, Differential Equations, Linear Algebra, Scientific Visualization, Applied Mathematics, Mathematical Software, Algorithms, Programming Principles, Plot (Graphics), Engineering Calculations, Engineering Analysis, Computational Thinking, Integral Calculus, Simulations, Scripting, Mathematical Modeling, Calculus, Simulation and Simulation Software, and Estimation

What you'll learn

  • Fundamentals of computational fluid dynamics

  • How to construct and solve a numerical method for computing the flow field around an infinite cylinder

Skills you'll gain

Matlab, Numerical Analysis, Mathematical Modeling, Differential Equations, Advanced Mathematics, Mechanical Engineering, Engineering Analysis, Simulation and Simulation Software, Finite Element Methods, Calculus, and Applied Mathematics

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Instructor

Jeffrey R. Chasnov

Top Instructor

The Hong Kong University of Science and Technology
17 Courses239,782 learners

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