Spectral Analysis Courses and Certifications

Digital Signal Processing (DSP) From Ground Up™ in C

839 ratings at Udemy

Practical DSP in C : FFT, Filter Design, Convolution, IIR, FIR, Hamming Window, Linear Systems, Chebyshev filters etc

• Udemy
• 7 hours 47 minutes
• Self-Paced
• Paid Course

Instituto de Matemática Pura e Aplicada

Técnicas Espectrais para Detecção de Comunidades

Explore técnicas espectrais para detecção de comunidades em redes complexas, abordando decomposição de autovalores, otimização de modularidade e agrupamento espectral para análise eficiente de padrões.

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

NPTEL;  IIT Kharagpur

Probability & Random Variables

Comprehensive exploration of probability theory, random variables, and stochastic processes, covering fundamental concepts to advanced topics like spectral analysis and adaptive filtering.

• YouTube
• 1 day 16 hours
• Self-Paced
• Free Video

Chemometrics & Machine Learning in Copenhagen

Preprocessing: Derivatives and Baseline Removal in Spectral Analysis

Learn techniques for removing baselines and artifacts from data, enhancing signal quality and improving analytical results in chemometrics and machine learning.

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

Remote Sensing in QGIS: Essentials of Satellite Image Analys

320 ratings at Udemy

Become proficient in applied Remote Sensing in QGIS & spatial analysis and core concepts in QGIS

• Udemy
• 5 hours 12 minutes
• Self-Paced
• Paid Course

Centre de recherches mathématiques - CRM

Complex Analysis, Thick Sets, and Spectral Inequalities

Explorez l'analyse complexe, les ensembles épais et les inégalités spectrales appliqués à la théorie du contrôle et à la géométrie spectrale. Découvrez des techniques analytiques complexes pour les domaines et opérateurs.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

IIT Madras;  NPTEL

Applied Time-Series Analysis

1 rating

Learn time-series analysis techniques, including stationarity, correlation functions, ARIMA models, and spectral analysis. Gain practical skills using R for data modeling and analysis across various fields.

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

MathWorks

Signal Processing Onramp

1 rating

An interactive introduction to signal processing methods for spectral analysis.

• MATLAB Academy
• 1 hour
• Self-Paced
• Free Certificate

University of Victoria

Extracting Information From Music Signals

Explore audio signal processing through MIR research, covering spectral analysis, pitch estimation, feature extraction, and rhythm analysis for practical applications in music technology.

• Kadenze
• 50 hours
• Self-Paced
• Free Online Course

IISc Bangalore;  NPTEL

Advanced NMR Techniques in Solution and Solid-State

Explore advanced NMR techniques in solution and solid-state, covering relaxation, polarization transfer, chemical exchange, 2D experiments, and solid-state methods like magic angle spinning and cross-polarization.

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

IIT Bombay;  NPTEL

Essentials of Turbulence

Explore turbulence fundamentals, from Navier-Stokes equations to RANS, LES, and DNS modeling approaches for engineering applications in aerodynamics, meteorology, and industrial flows.

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

Ryan O'Donnell

Analysis of Boolean Functions

Dive into Fourier analysis, noise stability, social choice theory, and computational complexity through 23 graduate-level lectures covering Boolean function analysis fundamentals.

• YouTube
• 1 day 5 hours 49 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

AGU

Mountain Hydrology, Fourth Paradigm, and Color of Snow - Nye Lecture

Explore mountain hydrology, data-driven science, and snow properties in this lecture. Learn about environmental applications, measurement techniques, and challenges in understanding snow dynamics and their impact.

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

IEEE Signal Processing Society

Signal Processing on Graphs and Complexes

Explore advanced techniques for analyzing complex data structures using graph and simplicial complex-based signal processing methods.

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