Fourier Analysis Courses and Certifications

ICTP-SAIFR

What Can We Gain from Small Scales in Shear Analysis? A Comparison Between Fourier and Real Spaces

Explore small-scale shear analysis techniques comparing Fourier and real space methods in astrophysics and cosmology research applications.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

University of Chicago Department of Mathematics

Improved Bounds for Szemeredi's Theorem Using Higher Order Fourier Analysis

Dive into higher order Fourier analysis and explore improved bounds for Szemeredi's Theorem, including inverse theorem for Gowers norms and proof strategies in arithmetic progressions.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Steve Brunton

Fourier Analysis

Comprehensive exploration of Fourier analysis, covering series, transforms, and applications. Includes practical implementations in MATLAB and Python for signal processing, PDEs, and image compression.

• YouTube
• 8 hours
• Self-Paced
• Free Video

Career Certificate

Digital Signal Processing

815 ratings at Coursera

Comprehensive exploration of digital signal processing, covering audio processing, data transmission, Fourier transform, digital filters, and real-time DSP algorithms with practical Python examples.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Digital Signal Processing 1: Basic Concepts and Algorithms

648 ratings at Coursera

Digital Signal Processing is the branch of engineering that, in the space of just a few decades, has enabled unprecedented levels of interpersonal communication and of on-demand entertainment.

• Coursera
• 1 day 4 hours 44 minutes
• Self-Paced
• Paid Course

Random Walks

5 ratings

The goal of this tutorial is to outline some elementary, but beautiful aspects of random walks.

• Complexity Explorer
• 1 hour
• Self-Paced
• Free Certificate

Computational Methods in Pricing and Model Calibration

46 ratings at Coursera

Explore computational methods for pricing options and interest rate products, including numerical techniques, model calibration, and real-world applications using Python. Learn to analyze and implement various financial models.

• Coursera
• 1 day 26 minutes
• Self-Paced
• Paid Course

MRI Fundamentals

475 ratings at Coursera

Develop expertise in MRI physics, principles, and data acquisition strategies. Learn about magnetic resonance phenomena, signal generation, image formulation, and tissue contrast manipulation.

• Coursera
• 8 hours 12 minutes
• Self-Paced
• Paid Course

Digital Signal Processing 2: Filtering

198 ratings at Coursera

Explore digital filtering techniques, from basic concepts to advanced filter design and adaptive processing, enhancing your signal processing toolkit for real-world applications.

• Coursera
• 18 hours 24 minutes
• Self-Paced
• Paid Course

Getting started in cryo-EM

273 ratings at Coursera

Explore cryo-electron microscopy fundamentals, from microscope anatomy to image processing workflows. Gain essential knowledge for cell biologists, molecular biologists, and aspiring cryo-EM practitioners.

• Coursera
• 21 hours
• Self-Paced
• Paid Course

Digital Signal Processing 3: Analog vs Digital

96 ratings at Coursera

Explore analog-to-digital conversion, sampling, interpolation, and aliasing in signal processing. Learn practical applications and techniques for handling discrete-time signals.

• Coursera
• 15 hours 55 minutes
• Self-Paced
• Paid Course

Digital Signal Processing 4: Applications

86 ratings at Coursera

Explore image processing, JPEG compression, digital communications, ADSL, and real-time audio processing on microcontrollers. Gain practical DSP skills through hands-on examples and demonstrations.

• Coursera
• 14 hours 7 minutes
• Self-Paced
• Paid Course

Modern AI Models for Vision and Multimodal Understanding

33 ratings at Coursera

Explore cutting-edge AI architectures from SVMs and Fourier transforms to transformers, CLIP, and diffusion models for advanced vision and multimodal understanding applications.

• Coursera
• 12 hours 40 minutes
• Self-Paced
• Paid Course

Master the Fourier transform and its applications

2591 ratings at Udemy

Learn the Fourier transform in MATLAB and Python, and its applications in digital signal processing and image processing

• Udemy
• 6 hours 46 minutes
• Self-Paced
• Paid Course

Neso Academy

Signals and Systems

2 ratings

Comprehensive exploration of signals and systems concepts, covering signal types, operations, system properties, transforms, and digital processing techniques for engineering applications.

• YouTube
• 2 days
• Self-Paced
• Free Video