The Fourier Transform Explained #ai #coding #machinelearning #programming #fourier
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The Fourier Transform Explained #ai #coding #machinelearning #programming #fourier
Ever wondered what a Fourier Transform actually does? 🤔 In this short video, we break it down in the simplest way possible — turning a signal over time into its frequency components! 🎵 Think of it as uncovering the hidden beats that make up any complex wave. From sound and music to image compression, data analysis, and even quantum ...
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Shorts
Find the exponential Fourier series for this periodic square wave signal with a duty cycle of 50%. The Fourier series allows us to represent any periodic signal as a sum of sinusoids (or complex exponentials), each with its own amplitude and phase. This concept is at the core of signal analysis, communications, and control systems, helping us understand how complex waveforms are built from simpler components. Let’s walk through this example step by step to see how the math translates into the si
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Peter Math on Instagram: "The Fourier Transform is a fundamental mathematical tool used to analyze and understand signals by breaking them down into their basic frequency components. Instead of focusing on how a signal behaves over time, the Fourier Transform shifts the perspective to how much of each frequency is present in that signal. This is especially useful in fields like signal processing, audio engineering, and even quantum physics, where understanding how different frequencies contribut
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Peter Math on Instagram: "The Fourier Transform is a fundamental mathematical tool used to analyze and understand signals by breaking them down into their basic frequency components. Instead of focusing on how a signal behaves over time, the Fourier Transform shifts the perspective to how much of each frequency is present in that signal. This is especially useful in fields like signal processing, audio engineering, and even quantum physics, where understanding how different frequencies contribut
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