Frequency Domain Analysis Courses and Certifications

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
• On-Demand
• Free Video

Steve Brunton

Solving PDEs with the Laplace Transform - The Heat Equation

Learn to solve the heat equation using Laplace Transforms. Explore problem setup, transform application, ODE solutions, and boundary conditions. Gain insights into frequency and time domain solutions.

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

ADC - Audio Developer Conference

Practical Digital Signal Processing Workshop

Explore digital audio signal processing, from continuous acoustic to discrete digital signals. Learn sampling theory, filtering, and time-frequency domain transformations through practical methods and hands-on exercises.

• YouTube
• 2 hours 14 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Shifting and Scaling in Discrete Time - Lecture 13

Explore shifting and scaling operations in discrete time systems, enhancing understanding of signal processing concepts and their practical applications.

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

Kavli Institute for Theoretical Physics

Gravitational Waveforms for Compact Binaries - Jan Steinhoff

Exploring gravitational waveform modeling for compact binaries, covering time and frequency domains, Hamiltonians, and post-Newtonian approximations to advance gravitational wave detection and analysis.

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

IEEE

Blacksmith- Compromising Target Row Refresh by Rowhammering in the Frequency Domain

Explore frequency-domain Rowhammer attacks bypassing Target Row Refresh, with insights on mitigations, experiments, and scalable solutions for compromising DRAM security.

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

Inside Livermore Lab

A Full-Wave Electromagnetic Simulator for Frequency-Domain S-Parameter Calculations

Explore an open-source electromagnetic simulator for S-parameter calculations, featuring adaptive mesh refinement, arbitrary order finite elements, and parallel processing using MFEM.

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

MGH Martinos Center

Identifying Functional Brain Networks with Conditional Independence Graphs

Explore advanced techniques for constructing functional brain networks using conditional independence graphs and partial correlation, addressing limitations of traditional correlation methods.

• YouTube
• 1 hour 38 minutes
• On-Demand
• Free Video

JuliaHub

System Identification with Julia: Model Validation - Part 7

Explore various validation techniques for estimated models in system identification using Julia, including impulse responses, frequency-domain analysis, and residual evaluation.

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

Centre for Networked Intelligence, IISc

HE-MU Transmit Packet Power Analysis for Different MCS Combinations and RU Size - Experiment 8

Explore HE-MU transmit packet power analysis across different MCS combinations and RU sizes using MATLAB's Spectrum Analyzer system object for comprehensive wireless communication insights.

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

NPTEL-NOC IITM

Analyzing Fourier Transforms Using MATLAB

Master the fundamentals of Fourier Transform analysis through hands-on practice with MATLAB, focusing on practical applications and computational techniques for signal processing.

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

ADC - Audio Developer Conference

Performance Implications of Frequency Domain Crossfading for Time-Varying FIR Filtering

Explore optimization techniques for frequency domain crossfading in FIR filtering, comparing time-domain and frequency-domain blending approaches for improved computational efficiency.

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

Paul G. Allen School

Multi-Frequency Progressive Refinement for Learned Inverse Scattering

Discover multi-frequency progressive refinement techniques for solving inverse scattering problems using machine learning methods in computational imaging and signal processing.

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

Circuitos con SPICE: Análisis en el tiempo y la frecuencia

Aprende análisis de circuitos eléctricos, desde fundamentos hasta respuestas en tiempo y frecuencia. Domina métodos de nodos, mallas, equivalentes Thévenin/Norton y circuitos de primer/segundo orden con SPICE.

• Coursera
• 12 hours 59 minutes
• On-Demand
• Paid Course

Banach Center

Applications of Robust Statistics for Periodicity Detection in Non-Gaussian Signals - Analysis in Bi-Frequency Domain

Odkryj metody wykrywania okresowości w sygnałach niegaussowskich z wykorzystaniem statystyk odpornych i analizy w dziedzinie bi-częstotliwości.

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