Fast Fourier Transform Courses and Certifications

Ryan O'Donnell

Fast Fourier Transform - Lecture 7c of CS Theory Toolkit

Explore the Fast Fourier Transform algorithm and its application in efficient integer multiplication, with insights from a CMU graduate-level computer science theory course.

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

Steve Brunton

Numerical Solutions to PDEs Using FFT

Explore numerical solutions to partial differential equations using Fast Fourier Transform, with practical examples and MATLAB code for efficient implementation and analysis.

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

Steve Brunton

Fast Fourier Transforms and Audio

Explore Fast Fourier Transforms and their application in audio processing, covering theory, implementation in MATLAB, and practical examples like noise filtering and spectrograms.

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

Serrano.Academy

The Fast Fourier Transform - Efficient Algorithm for Signal Processing

Dive into the Fast Fourier Transform, exploring its efficiency over the Discrete Fourier Transform and understanding the crucial Butterfly algorithm in signal processing.

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

Introduction to Graduate Algorithms

1 review

Learn advanced techniques for designing algorithms and apply them to hard computational problems.

• Udacity
• 12 weeks
• On-Demand
• Free Online Course

Computability, Complexity & Algorithms

1 review

Learn tools and techniques that will help you recognize when problems you encounter are intractable and when there an efficient solution.

• Udacity
• On-Demand
• Free Online Course

CUDA Advanced Libraries

Learn to use CUDA's advanced libraries like CuFFT, cuBLAS, and Thrust for complex computations and machine learning applications, including object detection and language translation.

• Coursera
• 1 day 1 hour 16 minutes
• On-Demand
• Free Online Course (Audit)

Dynamic Programming, Greedy Algorithms

161 ratings at Coursera

Explore algorithm design techniques like divide-and-conquer, dynamic programming, and greedy algorithms. Learn about intractability and optimization problem-solving using linear/integer programming solvers.

• Coursera
• 1 day 13 hours 54 minutes
• On-Demand
• Free Online Course (Audit)

Nanophotonic Modeling

Learn a comprehensive set of simulation techniques to predict the performance of photonic nanostructures.

• edX
• 5 weeks, 8-9 hours a week
• On-Demand
• Free Online Course (Audit)

Steve Brunton

Data-Driven Science and Engineering

1 review

Explora técnicas avanzadas de aprendizaje automático, sistemas dinámicos y control con ejemplos prácticos en Matlab y Python, basados en el libro "Data-Driven Science and Engineering" de Brunton y Kutz.

• YouTube
• 20 hours
• On-Demand
• Free Video

Programming Graphics III: Painting with Sound

Learn to create dynamic animations controlled by audio input using Processing and the Minim library. Explore FFT analysis to manipulate visuals based on sound, building upon generative art techniques.

• Skillshare
• 5 hours 41 minutes
• On-Demand
• Free Trial Available

IIT Kharagpur;  NPTEL

Discrete Time Signal Processing

Comprehensive exploration of DSP fundamentals, covering signal analysis, filter design, and advanced topics like multirate processing and FFT, with unique interpretations for deeper understanding.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

3Blue1Brown

But What Is a Convolution?

Explore the concept of convolution in mathematics, from probability to image processing and FFTs, with clear explanations and engaging animations.

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

Iain Explains Signals, Systems, and Digital Comms

How Are the Fourier Series, Fourier Transform, DTFT, DFT, FFT, LT and ZT Related?

Comprehensive exploration of Fourier analysis techniques, from series to transforms, explaining relationships and applications in signal processing and communications.

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

Simons Institute

Sparse Fourier Transform Algorithm for Real-Time Applications

Explore real-time applications of Sparse Fourier Transform, including spectrum sensing and wireless networks, with algorithms for efficient signal processing and sparse recovery.

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