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Created by:
Last updated:
December 6, 2022
Duration:
Unlimited Duration
FREE
This course includes:
Unlimited Duration
Badge on Completion
Certificate of completion
Unlimited Duration
Description
This course provides the fundamental computational toolbox for solving science and engineering problems.
Topics include review of linear algebra, applications to networks, structures, estimation, finite difference and finite element solutions of differential equations, Laplace’s equation and potential flow, boundary-value problems, Fourier series, the discrete Fourier transform, and convolution. We will also explore many topics in AI and machine learning throughout the course.
Course Curriculum
- Week 1 Lecture Unlimited
- Week 2 Lecture Unlimited
- Week 3 Lecture Unlimited
- Week 4 Lecture Unlimited
- Week 5 Lecture Unlimited
- Week 6 Lecture Unlimited
- Week 7 Lecture Unlimited
- Week 8 Lecture Unlimited
- Week 9 Lecture Unlimited
- Signal Processing and FT Application Unlimited
- Numerical Differentiation and Thunderstorm Research Unlimited
- Solving Linear Equation Ax = b: Techniques and Examples Unlimited
- Dynamical Systems and Traffic Control Unlimited
- Finite Element Modeling of the Detachment of Soft Adhesives Unlimited
- Wave Energy Generation Unlimited
- Wave Energy Generation Unlimited
- Deep Learning/Double Descent Unlimited
About the instructor
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Massachusetts Institute of Technology