Digital Signal Processing Courses and Certifications

Digital Signal Processing

Comprehensive exploration of digital signal processing fundamentals, covering analysis, representation, and design of discrete-time systems, digital filters, and Fourier transform algorithms for engineers and scientists.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

tinyML

Benchmarking and Improving NN Execution on Digital Signal Processors for Hearing Instruments

Benchmarking and optimizing neural network execution on DSPs for hearing aids, introducing a custom NN processing engine to improve performance and energy efficiency.

• YouTube
• 33 minutes
• On-Demand
• Free Online Course

DSP Development with Xtensa HIFI Support in Clang - Open Source Audio Processing

Explore Xtensa HIFI DSP support in Clang, unlocking open-source audio component development for Sound Open Firmware. Learn about VLIW, SIMD capabilities, and challenges in porting Clang to new architectures.

• YouTube
• 46 minutes
• On-Demand
• Free Online Course

Native Instruments

The Art of DSP in Reaktor - Native Instruments

Explore DSP in REAKTOR with Vadim Zavalishin: filter design, Core updates, and advanced concepts. Gain insights into Moog filters, DSP theory, and innovative audio design techniques.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Online Course

Mark Newman

Modern Digital Filter Design - Expert Advice and Practical Demonstration

Expert insights on modern digital filter design, covering applications, advantages, practical considerations, and a demonstration of the ASN Filter Designer tool for extracting heart rate data from PPG sensors.

• YouTube
• 40 minutes
• On-Demand
• Free Online Course

Robert Feranec

Building a Digital Filter - Simulation, Example, and Implementation

Comprehensive guide to digital filter design, covering theory, simulation, and practical implementation. Includes hands-on examples, hardware setup, and code explanations for both beginners and experienced engineers.

• YouTube
• 1 hour 42 minutes
• On-Demand
• Free Online Course

Physics-Based Sound Synthesis for Games and Interactive Systems

22 reviews

Explore digital signal processing and computational acoustics through physics-based sound synthesis. Learn to simulate vibrations, waves, and complex systems for creating realistic audio in games and interactive media.

• Kadenze
• On-Demand
• Free Online Course

Codificación de audio: Más allá del MP3

10 reviews

En este curso el alumno estudiará los fundamentos de los sistemas de compresión de audio así como los estándares más utilizados. Se verán los estándares del grupo MPEG como el MP3 y el AAC así como otros de código abierto como el OPUS.

• edX
• 5 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Interfacing with the Raspberry Pi

1591 ratings at Coursera

Aprenda a conectar o Raspberry Pi à Internet, usar sockets para transferência de dados, interagir com APIs online e interfaces com sensores e atuadores complexos.

• Coursera
• 11 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Digital Signal Processing 1: Basic Concepts and Algorithms

572 ratings at Coursera

Digital Signal Processing is the branch of engineering that, in the space of just a few decades, has enabled unprecedented levels of interpersonal communication and of on-demand entertainment.

• Coursera
• 1 day 4 hours 44 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Digital Signal Processing

Comprehensive exploration of digital signal processing, covering audio processing, data transmission, Fourier transform, digital filters, and real-time DSP algorithms with practical Python examples.

• Coursera
• 17 weeks, 5 hours a week
• On-Demand
• Paid Course
• 4 courses

Digital Signal Processing 2: Filtering

178 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
• Free Online Course (Audit)

Digital Signal Processing 3: Analog vs Digital

76 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
• Free Online Course (Audit)

Digital Signal Processing 4: Applications

67 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
• Free Online Course (Audit)

Master the Fourier transform and its applications

2299 ratings at Udemy

Learn the Fourier transform in MATLAB and Python, and its applications in digital signal processing and image processing

• Udemy
• 6 hours 45 minutes
• On-Demand
• Paid Course