Udemy - How The Fourier Transform Works
Published 7/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 3h 33m | Size: 3.15 GB
Discover the Fourier Transform from first principles: An Intuitive Guide for Signal Processing, Electrical Engineering
What you'll learn
Gain a deep, intuitive understanding of how the Fourier Transform works, visualizing complex concepts through animations & graphs.
Understand why the Fourier Transform is indispensable for analyzing everyday signals like sound, images, or radio waves.
Discover the math behind the Fourier Transform through visual intuition and analogies, not just endless equations and Greek letters.
Build a strong theoretical foundation in the Fourier Transform essential for tackling practical implementations like the DFT and FFT
Requirements
Designed for university-level students seeking a deeper, intuitive understanding of signals and systems.
A basic grasp of algebraic manipulation and trigonometry is beneficial, but the course is specifically built to explain complex math visually.
No prior experience with the Fourier Transform or advanced mathematical degrees are required.
Bring your curiosity and a willingness to "see" math in a new, intuitive way!
Description
Are you an engineering student, aspiring engineer, or even a seasoned professional who has struggled to truly understand the Fourier Transform? Do complex equations and a "haze of Greek letters" make signals and systems feel like an insurmountable challenge? I was once like you, finding the Fourier Transform a maze of abstract math and Greek letters. But years of working with it led me on a journey of discovery, helping me develop a whole new, intuitive way of truly understanding its core concepts. I'd love to share that journey with you in this course.As an Electronics Engineer with 25 years of hands-on R&D experience, I've designed this comprehensive course to cut through the mathematical jargon and build your intuition from the ground up. If you've struggled with abstract concepts, I'm here to make the Fourier Transform finally click for you.By the end of this course, you will be able to
econstruct Signals: Understand how "Sine Waves" form "The Foundational Building Blocks of Signals" and how "Complex Numbers" provide "The Language of the Fourier Transform."Master Key Operations: Grasp the concept of "Convolution" and its critical role as "The Bridge to the Frequency Domain."Analyze Both Periodic & Non-Periodic Signals: Confidently apply the Fourier Series to reveal the frequencies within repeating signals, and apply the Fourier Transform to reveal the frequencies in signals that don't repeat.Recognize Limitations of the Fourier Transform: The Fourier Transform contains infinities that make it impractical for use with everyday random signals. We look at some ways to address these issuesBuild Lasting Intuition: Move beyond rote memorization to develop a deep, practical understanding of signal analysis principles that you can apply directly in your engineering career.What makes this course different?Forget endless algebraic manipulations. My approach prioritizes visual explanations, storytelling, and intuitive insights, supported by engaging video lectures and animations. I'll focus less on complex derivations and more on truly seeing how these powerful mathematical tools work in practice, guiding you step-by-step through practical examples and detailed worksheets.Who is this course for?Electrical, Electronic, Mechanical, or Computer Engineering students looking to master one of the key tools used in signals and systems.Aspiring engineers who want a clear, intuitive foundation in frequency domain analysis.Anyone who has found the Fourier Transform intimidating and wants a fresh, intuitive perspective.Professionals seeking to refresh or deepen their understanding of signal processing fundamentals.Join me as we embark on a journey to unravel the complexities of the Fourier Transform and empower you to become a better, more confident engineer.Who this course is for
University students in engineering, physics, mathematics, and computer science who need a clear, intuitive foundation in the Fourier Transform.
Practicing engineers (electrical, mechanical, software, data scientists) who want to truly understand the Fourier Transform for their professional work, especially if they struggled with it in university.
Curious individuals and lifelong learners fascinated by how complex signals are analyzed, seeking a highly visual and conceptual learning experience.
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