Signal Processing Courses and Certifications

Microcredential

Connecting to Hardware

Explore embedded systems fundamentals through digital outputs, analog signals, ADCs, and debugging techniques. Build practical skills culminating in an embedded voltmeter project.

• Udacity
• 27 hours
• On-Demand
• Paid Course

Fundamentals of Embedded Systems

Discover the fundamentals of embedded systems, from microcontrollers to digital signals, and learn to design systems while mastering UART protocol communication.

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

Efficient I2C Communication and Sensor Integration

Master I2C protocol fundamentals, debug communication issues, and integrate accelerometer sensors for reliable embedded system implementations.

• Udacity
• 6 hours
• On-Demand
• Paid Course

Digital Signal Processing 2: Filtering

196 ratings at Coursera

Explore digital filtering techniques, from basic concepts to advanced filter design and adaptive processing, enhancing your signal processing toolkit for real-world applications.

• Coursera
• 18 hours 24 minutes
• On-Demand
• Paid Course

Hack In The Box Security Conference

Signal Processing with GNURadio and SDRs

Hands-on tutorial for signal processing using GNURadio and SDR hardware. Learn digital signal processing techniques, modulation, and practical applications for security assessment of communication systems.

• YouTube
• 2 hours 5 minutes
• On-Demand
• Conference Talk

Xanadu

Programming Quantum Computers with Signal Processing

Explore quantum computing applications in signal processing with insights from a Google Quantum AI researcher at QHack 2023.

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

Software Defined Radio Signal Processing with a 5 Microcontroller

Explore software-defined radio signal processing using a 5 microcontroller, covering hardware, architecture, operating systems, and advanced signal processing techniques.

• YouTube
• 43 minutes
• On-Demand
• Conference Talk

JSConf

Signal Processing with the Web Audio API

Explore real-time audio processing in browsers using Web Audio API. Learn signal processing theory, effects, analysis tools, and DSP algorithms implementation in JavaScript.

• YouTube
• 22 minutes
• On-Demand
• Conference Talk

Data Science Dojo

Machine Learning for Signal Processing - Data Compression and Denoising

Explore machine learning for signal processing, focusing on data compression and noise removal using PCA. Learn linear algebra applications and alternative techniques for effective data analysis.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Serrano.Academy

The Fast Fourier Transform - Efficient Algorithm for Signal Processing

Dive into the Fast Fourier Transform, exploring its efficiency over the Discrete Fourier Transform and understanding the crucial Butterfly algorithm in signal processing.

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

Stanford;  Universitat Pompeu Fabra

Audio Signal Processing for Music Applications

294 ratings at Coursera

Explore audio signal processing for music, covering spectral techniques, Fourier transforms, sinusoidal models, and sound transformations. Learn to analyze, synthesize, and describe audio signals using Python.

• Coursera
• 2 days 1 hour 11 minutes
• On-Demand
• Paid Course

Digital Signal Processing 3: Analog vs Digital

93 ratings at Coursera

Explore analog-to-digital conversion, sampling, interpolation, and aliasing in signal processing. Learn practical applications and techniques for handling discrete-time signals.

• Coursera
• 15 hours 55 minutes
• On-Demand
• Paid Course

Digital Signal Processing 4: Applications

85 ratings at Coursera

Explore image processing, JPEG compression, digital communications, ADSL, and real-time audio processing on microcontrollers. Gain practical DSP skills through hands-on examples and demonstrations.

• Coursera
• 14 hours 7 minutes
• On-Demand
• Paid Course

NPTEL;  IIT Delhi

Digital Signal Processing

2 reviews

Comprehensive exploration of digital signal processing concepts, including systems, transforms, filters, and design techniques. Covers theory and practical applications with problem-solving sessions.

• YouTube
• 1 day 16 hours
• On-Demand
• Free Video

Applied Algebraic Topology Network

Harish Chintakunta - Topological Data Analysis and Signal Processing

Explore topological data analysis in signal processing, covering embedding techniques, harmonic effects, and applications in seizure prediction and power grid oscillation detection.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video