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Solving Linear Systems of Equations using Gaussian Elimination
Let me give you an example: say we have the following system of equations: 2x + y = 6 3x y = 9 Now,…
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Matrix Calculations in Linear Algebra
For example, if we have a system of equations: x + y = 5 2x y = 8 We can write this as an…
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Matrix Calculations for 3D Sound Systems
So how does it work? Well, let’s say you have a movie theater with speakers placed all around the room. To make things easier…
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Bezier Curves in Audio Signal Processing
In audio signal processing, we use them to shape and manipulate sound waves. For example, let’s say you have a sine wave (which looks…
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Deconvolution in Signal Processing using MATLAB
Here’s how we do that in MATLAB: first, load up your blurry photo using the `imread` function. Then, convert it to grayscale (because color…
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Python’s built-in math functions
Yep, you heard that right no need for external libraries or complicated calculations here! Just good old fashioned Python magic. So Let’s get right…
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Physics-Inspired Neural Networks for Solving Partial Differential Equations
In fact, this is some pretty cool stuff! So what are PDEs? Well, they’re basically mathematical models that describe how things change over time…
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Matrix Operations in Python
In fact, it can actually be pretty fun once you get the hang of it! To set the stage: what exactly is a matrix?…
