Wavelet Transforms Courses and Certifications

Hausdorff Center for Mathematics

Hans Feichtinger- Fourier Analysis via the Banach Gelfand Triple

Explore Gabor analysis foundations using MATLAB, focusing on finite Abelian groups and matrix analysis methods. Learn to apply abstract harmonic analysis concepts to signal processing problems.

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

Institute for Pure & Applied Mathematics (IPAM)

Unbiasing Procedures for Scale-Invariant Multi-Reference Alignment - IPAM at UCLA

Explore unbiasing techniques for scale-invariant multi-reference alignment in signal processing, focusing on applications in cryo-electron microscopy and distribution learning from biased, sparse batches.

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

Joint Mathematics Meetings

Mathematical Frameworks for Signal and Image Analysis - Adaptive Time-Frequency Methods

Explore adaptive time-frequency methods for signal and image analysis, focusing on Fourier and wavelet transforms, with applications in electrocardiograms and birdsong decomposition.

• YouTube
• 52 minutes
• Self-Paced
• Conference Talk

AGU

Excursions and Paleointensity - Integration of Magnetic and Oxygen Isotope Stratigraphies

Explore magnetic excursions and paleointensity through integrated magnetic and oxygen isotope stratigraphies, enhancing understanding of Earth's magnetic field history.

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

AGU

Rainfall and Runoff in the Congo Basin - 2018 Chapman Conference

Explore hydrological research in the Congo Basin, focusing on rainfall patterns, runoff dynamics, and long-term trends. Gain insights from experts on the basin's changing hydrology and its implications.

• YouTube
• 1 hour 58 minutes
• Self-Paced
• Free Video

Centre International de Rencontres Mathématiques

Cycles, Phase Analysis, and Synchronization in Ecological Populations - A Tale of Population Dynamics

Explore ecological population dynamics through cycles, phase analysis, and synchronization. Gain insights into predator-prey relationships, mathematical models, and data analysis techniques.

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

The Julia Programming Language

High Resolution Flux Estimation with TurbulenceFlux.jl

Explore advanced flux estimation techniques using wavelet analysis in TurbulenceFlux.jl, offering improved accuracy for non-stationary environments and turbulent transport identification in ecosystem studies.

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

Society for Industrial and Applied Mathematics

Lossy Compression in Seismology - Improving Efficiency and Speed

Explore lossy compression techniques in seismology to manage large datasets, improve storage, and accelerate analysis without significant loss of accuracy or event detection capabilities.

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

USC Information Sciences Institute

Deep Learning Meets Nonparametric Regression: Are Weight-decayed DNNs Locally Adaptive?

Explore deep learning's curve-fitting capabilities, comparing DNNs to classical methods and uncovering insights on their strength, generalization, and the role of sparsity in neural networks.

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

Banach Center

Time-Frequency Representations and Related Topics - Part 3

Explore advanced time-frequency representations and related concepts in signal processing, enhancing understanding of complex signal analysis techniques.

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

Banach Center

Time-Frequency Representations and Related Topics - Part 4

Explore advanced time-frequency representations and related concepts in signal processing, enhancing understanding of complex signal analysis techniques.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Banach Center

Time-Frequency Representations and Related Topics - Part 2

Explore advanced time-frequency representations and related concepts, building on foundational knowledge to deepen understanding of signal analysis techniques.

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

Banach Center

Time-Frequency Representations and Related Topics - Part 1

Explore time-frequency representations and related concepts in signal processing, gaining insights into advanced analysis techniques for complex signals.

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

DataLearning@ICL

Interpretable and Structure-Preserving Data-Driven Methods for Physical Simulations

Explore interpretable, structure-preserving data-driven methods for physical simulations. Discover techniques like DMD, LaSDI, and ROMs to accelerate and improve accuracy in various scientific applications.

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

Institut des Hautes Etudes Scientifiques (IHES)

Exploring Shallow Architectures for Image Classification

Explore shallow architectures for image classification, focusing on Scattering Networks and their potential compared to deep CNNs. Examine geometric arguments in deriving competitive representations.

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