Signal Processing Courses and Certifications

IEEE Signal Processing Society

SPACE Webinar Series - Machine Learning for Scientific Applications

Explore cutting-edge signal processing research with Prof. Rebecca Willett from the University of Chicago in this IEEE Signal Processing Society webinar.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

IEEE Signal Processing Society

Sub-Nyquist Sampling - Theory and Applications

Explore cutting-edge signal processing research with Prof. Yonina Eldar from Weizmann Institute of Science in this IEEE Signal Processing Society webinar.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

IEEE Signal Processing Society

Neural Imaging and Computational Displays - SPACE Webinar Series

Explore cutting-edge imaging technologies with Prof. Wetzstein, covering single-photon sensors, deep optics, holographic displays, and hybrid optical-electronic CNNs for advanced signal processing applications.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

IEEE Signal Processing Society

From Compressed Sensing to Deep Learning - Tasks, Structures and Models

Explore signal processing from compressed sensing to deep learning, covering task-based acquisition, sub-Nyquist sampling, super-resolution techniques, and hybrid algorithms combining model-based and data-driven approaches.

• YouTube
• 57 minutes
• On-Demand
• Free Video

IEEE Signal Processing Society

Cryo-Electron Microscopy and Single Particle Analysis - Webinar 3

Explore cryo-electron microscopy for high-resolution imaging of biosamples, including principles, challenges, and advanced reconstruction techniques like CryoGAN for structural analysis.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

Hausdorff Center for Mathematics

Gabor Analysis and Its Mysteries

Einführung in die Gabor-Analyse: Grundlagen, Anwendungen und mathematische Konzepte für Signalverarbeitung, Quantenmechanik und Kommunikationstechnik.

• YouTube
• 1 hour 10 minutes
• On-Demand
• 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
• On-Demand
• Free Video

Society for Industrial and Applied Mathematics

Polar Deconvolution of Mixed Signals - IMAGINE Seminar Series

Explore signal demixing using polar deconvolution, a novel approach for separating mixed signals with high efficiency and stability, presented by Michael Friedlander from UBC.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Institute for Advanced Study

Topological Filters - A Toolbox for Processing Dynamic Signals - Michael Robinson

Explore topological filters for dynamic signal processing, covering sheaf theory, consistency radius, and applications in noise reduction, flight tracking, and musical structure extraction.

• YouTube
• 53 minutes
• On-Demand
• Free Video

Bill Buchanan OBE

Modulation Techniques with Python: Amplitude, Frequency, and Fourier Transform

Learn Python-based modulation techniques, including amplitude and frequency modulation, Fourier transform, and shift key. Explore noise analysis and signal processing fundamentals.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Simons Institute

Sparse Fourier Transform Algorithm for Real-Time Applications

Explore real-time applications of Sparse Fourier Transform, including spectrum sensing and wireless networks, with algorithms for efficient signal processing and sparse recovery.

• YouTube
• 44 minutes
• On-Demand
• Free Video

Institut des Hautes Etudes Scientifiques (IHES)

Looking Back and Ahead in a Spiral

Explore the cyclical nature of scientific progress with Stéphane Mallat's insightful analysis of past discoveries and future directions in mathematics and physics.

• YouTube
• 34 minutes
• On-Demand
• Free Video

Institut des Hautes Etudes Scientifiques (IHES)

Dynamical Sampling and Frames

Explore dynamical sampling in signal recovery, covering space-time sampling, system identification, and source term problems. Gain insights into emerging challenges in this field.

• YouTube
• 33 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Time Domain Analysis of a Simple PLL

Analyze a simple PLL mathematically and through simulation, focusing on initial frequency error in the time domain.

• YouTube
• 22 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Noise Analysis in Charge Pump Phase-Locked Loop (CP-PLL): Part II

Explore noise transfer functions, output noise power spectral density, and output jitter calculation in charge pump phase-locked loops (CP-PLLs).

• YouTube
• 43 minutes
• On-Demand
• Free Video