Signal Processing Courses and Certifications

Institute for Advanced Study

Ellipses of Small Eccentricity Are Determined by Their Dirichlet - Steven Morris Zelditch

Explore the spectral analysis of ellipses with small eccentricity, focusing on Dirichlet and Neumann spectra, caustic billiard tables, and periodic orbits in nearly circular domains.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Simons Institute

Equivariant Machine Learning Structured Like Classical Physics

Explore equivariant machine learning and its connection to classical physics, focusing on graph neural networks, spectral methods, and symmetry in optimization problems.

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

Simons Institute

Deep Internal Learning - Deep Learning with Zero Examples

Explore deep learning without external data, focusing on internal learning for tasks like super-resolution and image segmentation. Discover innovative approaches and their applications in various domains.

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

Simons Institute

Spectral Aspects of Symmetric Matrix Signings

Explore symmetric matrix signings, their spectral aspects, and applications in graph theory, polynomial identity testing, and algorithmic problems.

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

Hubble Space Telescope

Shaping Galaxies with Supermassive Black Hole Winds

Explore how supermassive black hole winds shape galaxies, influence star formation, and distribute elements across the universe through observations and simulations.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Hubble Space Telescope

The Astronomer’s Toolkit

Explore modern astronomical tools and methods, from telescopes to digital detectors, and learn how to analyze authentic NASA data in this engaging lecture on recent discoveries in space science.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Video

Hubble Space Telescope

Our Colorful Universe: Translating Cosmic Light

Explore the art and science of transforming cosmic data into stunning images, from understanding light beyond the visible spectrum to creating multi-wavelength masterpieces of our colorful universe.

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

IEEE Signal Processing Society

Computational Imaging: Black Hole Shadows and Imaging Algorithms - Webinar

Explore computational imaging techniques for black hole visualization, featuring insights on imaging algorithms, bias avoidance, and telescope design optimization.

• YouTube
• 1 hour 38 minutes
• Self-Paced
• Free Video

APS Physics

The Observation of Gravitational Waves from a Binary Black Hole Merger

Explore the groundbreaking detection of gravitational waves from binary black hole merger, its implications for general relativity, and the future of gravitational-wave astronomy.

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

Hausdorff Center for Mathematics

Terence Tao- The Circle Method from the Perspective of Higher Order Fourier Analysis

Explore higher order Fourier analysis and its application to the circle method, offering new perspectives on multilinear averages and complex mathematical problems.

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

IEEE Signal Processing Society

Neural Diffusion PDEs, Differential Geometry, and Graph Neural Networks

Explore neural diffusion PDEs, differential geometry, and graph neural networks in this advanced webinar by Michael Bronstein, bridging theoretical concepts with practical applications in data science.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

IEEE Signal Processing Society

Versatile Video Coding - Algorithms and Specification

Explore advanced algorithms and specifications for Versatile Video Coding, the latest video compression standard, presented by experts in the field.

• YouTube
• 2 hours 36 minutes
• Self-Paced
• Free Video

IEEE Signal Processing Society

Computational Imaging - Deep Learning Approaches

Explore advanced computational imaging techniques with Jong Chul Ye from KAIST, covering innovative approaches in signal processing and image reconstruction.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Pattern Formation in Biology - Lecture 2

Explore linear stability analysis, pattern formation, and dynamical systems in biology. Covers fixed points, Ginzburg-Landau equation, perturbations, and Swift-Hohenberg model. Includes examples and Q&A session.

• YouTube
• 1 hour 27 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

The Story of Helium and the Birth of Astrophysics by Biman Nath

Explore the captivating discovery of helium, from its first detection during a solar eclipse in India to its impact on astrophysics, unraveling scientific mysteries and historical confusions.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Video