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I discuss one of my favorite math textbooks, Fourier Analysis: An Introduction by Elias Stein and Rami Shakarchi. I recommend this book to everyone in a STEM field who knows multivariable calculus and has some familiarity with ODE and linear algebra.
This book is excellent for initiating students into analysis. Students need not wait until after a semester of real analysis to learn from this book.
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Let me know what you think of this book in the comments, or if you have a different preference for treatment of Fourier analysis.