Discrete Fourier Transforms Courses and Certifications

Steve Brunton

Discrete Fourier Transforms

Explore discrete Fourier transforms, their applications in engineering, and mathematical foundations. Learn key concepts and techniques for analyzing digital signals and data processing.

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

Valerio Velardo - The Sound of AI

Discrete Fourier Transform Explained Easily

Explore the Discrete Fourier Transform's adaptation for digital signals, its visual interpretation, and practical hacks for time and frequency domains in audio signal processing.

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

IEEE

Fast Generalized DFTs for All Finite Groups

Explore efficient algorithms for generalized Discrete Fourier Transforms applicable to all finite groups, enhancing computational capabilities in various mathematical fields.

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

Digital Signal Processing

Comprehensive exploration of digital signal processing fundamentals, covering analysis, representation, and design of discrete-time systems, digital filters, and Fourier transform algorithms for engineers and scientists.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Signals and Systems, Part 2

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)

Stanford;  Universitat Pompeu Fabra

Audio Signal Processing for Music Applications

289 ratings at Coursera

Explore audio signal processing for music, covering spectral techniques, Fourier transforms, sinusoidal models, and sound transformations. Learn to analyze, synthesize, and describe audio signals using Python.

• Coursera
• 2 days 1 hour 11 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to the Discrete Fourier Transform with Python

112 ratings at Udemy

Learn to apply the Discrete Fourier Transform using Python, exploring its mathematical foundations and practical applications in digital signal processing and audio analysis.

• Udemy
• 2-3 hours
• On-Demand
• Paid Course

NPTEL;  IIT Delhi

Digital Signal Processing

1 review

Comprehensive exploration of digital signal processing concepts, including systems, transforms, filters, and design techniques. Covers theory and practical applications with problem-solving sessions.

• YouTube
• 1 day 16 hours
• On-Demand
• Free Online Course

NPTEL;  IIT Kharagpur

Digital Signal Processing

The course covers lessons in digital signal processing. Topics include Discrete-Time Signal and System, Frequency Domain Representation of Discrete Signals, z-Transform, Solution of Difference Equation, Tutorial on Discrete-Time Signals and their Transfo…

• YouTube
• 1 day 9 hours
• On-Demand
• Free Online Course

NPTEL;  IIT Kanpur

Computer Algorithms - 2

The course discusses efficient algorithms from a large number of domains. This course assumes the knowledge of data structures, the knowledge big-O notation and the concept of time and space complexity of an algorithm.

• YouTube
• 1 day 6 hours
• On-Demand
• Free Online Course

Rensselaer Polytechnic Institute

Digital Signal Processing Lectures, Fall 2014

Comprehensive lectures on digital signal processing, covering signals, systems, transforms, filtering, and advanced topics. Ideal for engineering students seeking in-depth understanding of DSP concepts and applications.

• YouTube
• 1 day 6 hours
• On-Demand
• Free Online Course

Digital Signal Processing

Comprehensive exploration of digital signal processing concepts, from Fourier transforms to filter design, including practical applications and problem-solving techniques.

• YouTube
• 12 hours
• On-Demand
• Free Online Course

Orthogonal Frequency Division Multiplexing

Comprehensive exploration of OFDM technology, covering waveforms, DFT, cyclic prefix, ISI mitigation, PAPR, xDSL relation, throughput, bandwidth, and MIMO applications.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Online Course

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 Online Course

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 Online Course