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Explore the fundamental concepts of the Fourier Series through this comprehensive 2-hour and 24-minute video series that takes a visual and intuitive approach to understanding this cornerstone of signal processing. Begin by examining the nature of sound and discover how the Fourier Series enables the construction of complex signals from simple sine waves. Delve into complex numbers as the mathematical language underlying the Fourier Series, learning essential operations and Euler's identity. Master the concept of convolution, which reveals the secret mechanism behind how the Fourier Series operates. Gain historical context by learning about Jean-Baptiste Joseph Fourier himself, his connection to Napoleon, and the origins of the mathematical theory that bears his name. Progress through practical applications and conclude with an introduction to the Fourier Transform, building a solid foundation in both the theoretical and practical aspects of this essential mathematical tool used in signal processing, engineering, and physics.
Syllabus
What is Sound?
Phase
Euler's Identity (Complex Numbers)
Maths with Complex Numbers
Convolution and the Fourier Series
Who was Jean-Baptiste Joseph Fourier?
Fourier And Napoleon
The birth of the Fourier Series
How the Fourier Transform Works | Patreon Appeal
An Introduction to the Fourier Transform
Taught by
Mark Newman