Fourier Transform Courses and Certifications

Brooklyn Quant Experience Lecture Series - Fourier-Based Methods for Complex Insurance Products Management

Explore Fourier-based methods for managing complex insurance products, focusing on variable annuities and their valuation using advanced mathematical techniques.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Steve Brunton

Fourier Transform to Solve PDEs - 1D Heat Equation on Infinite Domain

Explore solving the 1D heat equation on an infinite domain using Fourier transforms. Learn key concepts, inverse transforms, and physical properties in engineering mathematics.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Steve Brunton

Properties of Fourier Transforms and Examples

Explore key properties and applications of Fourier transforms in engineering mathematics, enhancing your understanding of this fundamental concept through practical examples and in-depth explanations.

• YouTube
• 48 minutes
• On-Demand
• Free Video

Mark Newman

How the Fourier Transform Works - Phase - Lecture 3

Explore the concept of phase in sine waves, completing the trio of amplitude, frequency, and phase. Visual explanations enhance understanding of this fundamental property.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Valerio Velardo - The Sound of AI

How to Extract the Fourier Transform with Python

Extract and visualize Fourier Transform from audio using Python and Numpy. Compare magnitude spectra of the same note on different instruments, with practical code examples provided.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Valerio Velardo - The Sound of AI

Defining the Fourier Transform with Complex Numbers

Explore complex numbers in Fourier transform, including coefficients, visual interpretation, and inverse transform. Gain insights into elegant mathematical representations for audio signal processing.

• YouTube
• 45 minutes
• On-Demand
• Free Video

Valerio Velardo - The Sound of AI

Demystifying the Fourier Transform - The Intuition

Gain intuitive understanding of the Fourier Transform for audio signal processing through visual explanations, avoiding complex math while focusing on practical applications in frequency domain analysis.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Michael Penn

Building the Fourier Transform

Explore the construction and principles of the Fourier transform, a powerful mathematical tool for analyzing signals and functions in various scientific and engineering applications.

• YouTube
• 23 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Fourier Transforms

Explore Fourier transforms through an engaging lecture, emphasizing their applications and significance in physics. Gain insights into this powerful mathematical tool for analyzing complex systems.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

Sebastian Lague

Coding Adventure: Sound and the Fourier Transform

Explore sound and the Fourier Transform through coding experiments, learning to break down signals into component frequencies and implementing the Discrete Fourier Transform.

• YouTube
• 44 minutes
• On-Demand
• Free Video

IPhT-TV

When the Fourier Transform is One Loop Exact?

Explore the conditions for one-loop exactness of Fourier transforms in mathematical physics, examining implications for quantum field theory and statistical mechanics.

• YouTube
• 1 hour 26 minutes
• On-Demand
• Free Video

Stanford Seminar - Representation Learning for Autonomous Robots, Anima Anandkumar

I will describe some key ingredients to enable this: (1) robust self-supervised learning (2) uncertainty awareness (3) compositionality. We utilize NVIDIA Isaac for GPU-accelerated robot learning at scale on a variety of tasks and domains.

• YouTube
• 56 minutes
• On-Demand
• Free Online Course

Signals and Systems, Part 1

3 reviews

This course provides the basic toolkit for any signal processing application - the abstraction of signals and systems, from the point of view of analysis and characterization.

• edX
• 10 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

The Radio Sky II: Observational Radio Astronomy

This course covers the principles and practices of radio astronomical observations, in particular with modern interferometers. Topics range from radio telescope technology to the measurement equation to radio interferometric calibration and imaging.

• edX
• 7 weeks, 6-7 hours a week
• On-Demand
• Free Online Course (Audit)

Signals and Systems | 信号与系统

This course will help you to understand fundamental concepts, principles, analysis and designs of signals transmitting through systems.

• edX
• 12 weeks, 3-4 hours a week
• On-Demand
• Free Online Course (Audit)