Wavelet Transforms Courses and Certifications

小波分析

Dive into wavelet analysis fundamentals, theory, and applications in signal processing, image compression, and edge detection through hands-on mathematical exploration and practical implementations.

• XuetangX
• Self-Paced
• Free Online Course

Centre de recherches mathématiques - CRM

Mathematical Tools for the Detection and Analysis of Local Singularities - Lecture 3

Explorez les outils mathématiques pour détecter et analyser les singularités locales dans divers domaines, en utilisant des bases d'ondelettes et de Wilson pour la classification et l'analyse multifractale.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Signal Processing Algorithms and Architectures

Explore fundamental and advanced signal processing concepts, from time-domain techniques to architectural implementations, with practical insights for telecommunications, electronics, and machine learning applications.

• Swayam
• 4 weeks
• Available until Sep 11, 2026
• Free Online Course

IIT Delhi;  NPTEL

Introduction to Methods of Applied Mathematics

Explore essential mathematical methods for science and engineering, covering ODEs, Green's functions, Laplace and Fourier transforms, and wavelets. Ideal for advanced undergrads and graduates.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

IISc Bangalore;  NPTEL

Mathematical Methods and Techniques in Signal Processing

Explore advanced signal processing techniques, including sampling theorems, multi-rate processing, transform methods, and wavelets. Gain practical skills for applications in DSP and signal compression.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

Wavelet Analysis Video Series: Wolfram U

In-depth introduction to wavelets, covering basic concepts to advanced methods. Learn decomposition, transforms, algorithms, visualizations, and applications in signal processing, time series analysis, and more.

• Wolfram U
• 1 hour
• Self-Paced
• Free Online Course

Wavelet Analysis Concepts: Wolfram U Class

Learn wavelet analysis concepts and techniques using Wolfram Language, including continuous, discrete, and stationary transforms for signal processing, data compression, and feature detection.

• Wolfram U
• 49 minutes
• Self-Paced
• Free Online Course

Wavelet Applications: Wolfram U Class

Explore wavelet analysis applications in finance, image processing, and data compression. Learn to detect edges, reduce noise, and perform thresholding using practical examples.

• Wolfram U
• 52 minutes
• Self-Paced
• Free Online Course

NPTEL;  IIT Bombay

Advanced Digital Signal Processing - Multirate and Wavelets

Explore advanced digital signal processing concepts, focusing on multirate systems and wavelets. Learn about filter banks, time-frequency analysis, and various wavelet transforms with practical applications.

• YouTube
• 1 day 21 hours
• Self-Paced
• Free Video

Artem Kirsanov

Wavelets- A Mathematical Microscope

Explore wavelet transform for signal processing, uncovering hidden structures in data. Learn to build a wavelet toolkit, understanding its applications from hydrodynamics to neuroscience.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Centre International de Rencontres Mathématiques

Computational Time-Frequency and Coorbit Theory

Explore advanced mathematical analysis through computational time-frequency methods, coorbit theory, and function spaces with applications to wavelets, Gabor frames, and operator theory.

• YouTube
• 12 hours 20 minutes
• Self-Paced
• Free Video

NPTEL;  IIT Bombay

Foundations of Wavelets and Multirate Digital Signal Processing

Explore wavelets and multirate digital signal processing, covering Haar wavelets, filter banks, and Fourier transforms. Gain practical skills through demonstrations on function approximation and image processing.

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

Joint Mathematics Meetings

Mathematical Frameworks for Signal and Image Analysis - Lecture 1

Explore mathematical frameworks for signal and image analysis, focusing on multiresolution analysis and wavelets, with renowned mathematician Ingrid Daubechies.

• YouTube
• 57 minutes
• Self-Paced
• Free Video

Discover AI

Wavelet Operator Networks - AI Beyond Transformers

Explore revolutionary Wavelet Operator Networks that replace Transformer architecture with O(n) efficiency, offering interpretable AI through functional analysis and spectral learning methods.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Shaw Talebi

Smoothing Crypto Time Series with Wavelets - Real-world Data Project

Explore real-world data science through crypto time series smoothing. Learn moving averages, polynomial fits, Fourier transforms, and wavelet decomposition techniques for financial data analysis.

• YouTube
• 13 minutes
• Self-Paced
• Free Video