Spectral Analysis Courses and Certifications

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

743 ratings at Udemy

Practical DSP in Python : Over 70 examples, FFT,Filter Design, IIR,FIR, Window Filters,Convolution,Linear Systems etc

• Udemy
• 13 hours
• On-Demand
• Paid Course

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

616 ratings at Udemy

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

• Udemy
• 8 hours
• On-Demand
• Paid Course

Creating Features for Time Series Data

Explore time series data analysis techniques including binning, smoothing, transformations, spectral analysis, and motif detection to create effective features for advanced analytics and modeling.

• Coursera
• 7 hours 57 minutes
• On-Demand
• Free Online Course (Audit)

IIT Madras;  NPTEL

Applied Time-Series Analysis

1 review

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
• On-Demand
• Free Online Course

MathWorks

Signal Processing Onramp

1 review

An interactive introduction to signal processing methods for spectral analysis.

• MATLAB Academy
• 1 hour
• On-Demand
• Free Certificate

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
• On-Demand
• Free Video

Spectral Factor Models and Pricing in Financial Markets - BQE Lecture

Explore financial modeling with Federico Bandi, covering spectral factor models, consumption components, and predictability in stocks and bonds, with insights on aggregation and pricing.

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

Intriguing Properties of Neural Networks - Spring 2021

Explore intriguing properties of neural networks, including adversarial attacks, transfer, training overlap, and semantic information in units. Analyze weaknesses and spectral instability.

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

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
• On-Demand
• Free Online Course

Solid State NMR

Pour sonder la structure des matériaux par RMN.

• France Université Numerique
• 20 hours
• Finished
• Free Online Course

IISc Bangalore;  NPTEL

One and Two dimensional NMR Spectroscopy: Concepts and Spectral Analysis

Comprehensive exploration of 1D and 2D NMR spectroscopy, covering fundamental concepts, spectral analysis, and applications across various nuclei. Includes practical examples and structure elucidation techniques.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

IIT Bombay;  NPTEL

Time Series Modelling and Forecasting with Applications in R

Master time series analysis and forecasting techniques using R, from basic linear modeling to advanced machine learning applications, with hands-on practice in business, finance, and environmental data analysis.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Real-Time Digital Signal Processing Laboratory Course

Comprehensive video series on real-time digital signal processing, covering DSP architecture, filters, modulation techniques, and communication systems. Includes lectures and homework discussions for hands-on learning.

• YouTube
• 1 day 12 hours
• On-Demand
• Free Video

Professor Dave Explains

Astronomy-Astrophysics

Explore the universe's mysteries, from its origins to potential endings. Learn about celestial bodies, astronomical phenomena, and cutting-edge discoveries in this comprehensive astronomy journey.

• YouTube
• 7 hours
• On-Demand
• Free Video

Steve Brunton

Koopman Analysis

Explore advanced techniques in dynamical systems analysis, including Koopman theory, spectral analysis, and applications to control and chaos in various scientific domains.

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