Digital Signal Processing Courses and Certifications

NPTEL;  IIT Bombay

Advanced Digital Signal Processing - Multirate and Wavelets

Explore advanced digital signal processing concepts, focusing on multirate systems and wavelets. Learn about filter banks, time-frequency analysis, and various wavelet transforms with practical applications.

• YouTube
• 1 day 21 hours
• On-Demand
• Free Online Course

NPTEL;  IIT Madras

Digital Signal Processing

This course will introduce you to the basics of discrete-time sequences, z-transform, frequency response of discrete-time systems, sampling, and the DFT.

• YouTube
• 1 day 5 hours
• On-Demand
• Free Online Course

NPTEL;  IIT Bombay

Digital Signal Processing and Its Applications

Explore digital signal processing fundamentals, including sampling, Fourier transforms, discrete systems, filters, and various transform techniques. Gain practical skills in filter design and implementation.

• YouTube
• 1 day 6 hours
• On-Demand
• Free Online Course

Digital Audio Foundations

411 ratings at LinkedIn Learning

Interested in a career in music? Learn everything you need to know about working with digital audio, including the digital signal path, compression, DAWs, MIDI, and mixing.

• LinkedIn Learning
• 3 hours 13 minutes
• On-Demand
• Free Trial Available

Victoria University of Wellington

Music Retrieval Systems

Explore music information retrieval tasks, from recommendation systems to audio fingerprinting, using digital signal processing and machine learning concepts for advanced audio analysis.

• Kadenze
• 50 hours
• On-Demand
• $900.00

Audio Foundations: Compression and Dynamic Processing

225 ratings at LinkedIn Learning

Shows how to improve the sound of a mix using compressors, limiters, gates, de-essers, and other dynamic processors.

• LinkedIn Learning
• 2 hours 26 minutes
• On-Demand
• Free Trial Available

IIT Madras;  NPTEL

Fiber Optic Communication Technology

Explore fiber optic communication technology, from physical layer elements to data link issues in optical systems and networks. Gain insights into sources, fibers, detectors, and network design.

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

UWP Audio Fundamentals

18 ratings at Pluralsight

The Universal Windows Platform comes with some powerful audio APIs. This course will teach you how to use the AudioGraph API for playback, recording and processing audio in real-time, as well as how to edit media files with the MediaComposition API.

• Pluralsight
• 3 hours 12 minutes
• On-Demand
• Free Trial Available

Rensselaer Polytechnic Institute

Digital Signal Processing Lectures, Fall 2014

Comprehensive lectures on digital signal processing, covering signals, systems, transforms, filtering, and advanced topics. Ideal for engineering students seeking in-depth understanding of DSP concepts and applications.

• YouTube
• 1 day 6 hours
• On-Demand
• Free Online Course

tinyML

Advanced Anomaly Detection Made Easy

Advanced anomaly detection techniques for embedded ML, focusing on custom DSP blocks, feature importance, and threshold optimization. Learn to implement these methods for various IoT applications using Edge Impulse.

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

tinyML

Dedicated Audio Processors at the Edge Are the Future of AI

Explore dedicated audio processors for edge AI, improving user interfaces with lower latency and cost. Learn about voice integration challenges and design capabilities for effective implementation.

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

tinyML

EMEA 2021 Tiny Talks- Image-Based Target Identification on a Tiny RISC-V Multi-Core Application

Explore cutting-edge RISC-V multicore technology for image-based target identification, featuring GAP9 processor and innovative algorithms for advanced audio processing in hearable devices.

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

Unity

Graph Driven Audio in an ECS World - Unite LA

Explore Unity's new C# job-based audio rendering engine for large-scale audio in ECS, covering DSP graphs, sound fields, and advanced mixing techniques.

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

Hackaday

How to Use the Max Graphical Programming Language

Learn to use Max graphical programming for audio-visual projects, connectivity, and networking. Explore intuitive modular tools for MIDI control, Arduino integration, LED manipulation, and web server creation without coding.

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

Hackaday

Introduction to FPV Drones

Explore FPV drone flight controllers, IMUs, sensor fusion, control systems, and PID. Learn about digital signal processing, filtering, and firmware for advanced drone piloting.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Online Course