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This course provides the fundamental computational toolbox for solving science and engineering problems.
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English
English [CC]
FREE
- Learn basic syntax that can apply to any language.
- Learn what is a programming language and the basic concepts for beginners.
- Understand what is Javascript in it's truest form.
- Know the basic syntax of Javascript.
- Know some hidden quirks in Javascript.
Description
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 content
- 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
Instructor
Massachusetts Institute of Technology
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