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Updated in [July 24th, 2023]
The course "Master the Fourier Transform and its Applications" offers a comprehensive exploration of the Fourier transform and its practical uses in signal processing and image filtering. Under the expert guidance of instructor Mike, learners gain theoretical and computational insights, accompanied by MATLAB and Python code for hands-on learning. Designed for data scientists, engineers, computer scientists, and other professionals, this course equips participants with the skills to implement the Fourier transform on computers effectively. With Mike's extensive experience in teaching and research, students can confidently enhance their programming abilities and apply the Fourier transform across diverse fields. Join this transformative journey to unravel the complexities and applications of the Fourier transform in the modern world.
Course Syllabus
Introduction to the Fourier transform
Foundations of the Fourier transform
The discrete Fourier transform
The discrete inverse Fourier transform
The fast Fourier transform
Frequency resolution and zero padding
Aliasing, stationarity, and violations
2D Fourier transform
Applications of the Fourier transform
Bonus section