Signal Processing Courses and Certifications

Voltage, ADCs and Signal Processing

1 rating at Udacity

Master voltage dividers, variable resistors, ADCs, and signal processing fundamentals for effective embedded system design and implementation.

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

Signal processing problems, solved in MATLAB and in Python

2516 ratings at Udemy

Applications-oriented instruction on signal processing and digital signal processing (DSP) using MATLAB and Python codes

• Udemy
• 12 hours 35 minutes
• On-Demand
• Paid Course

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
• On-Demand
• Paid Course

Explore signal processing principles in LTI systems, covering continuous and discrete-time analysis, sampling, and filter design. Gain practical skills applicable to various scientific and engineering fields.

• Wolfram U
• 10 hours
• On-Demand
• Free Certificate

IIT Kharagpur;  NPTEL

Signal Processing Techniques And Its Applications

Explore digital signal processing techniques and applications in electronics, communications, and imaging. Learn about frequency concepts, systems, transforms, and filter design.

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

Reducible

The Unreasonable Effectiveness of JPEG: A Signal Processing Approach

Explore the mathematical foundations and signal processing insights behind JPEG compression, including color spaces, discrete cosine transform, and quantization techniques for efficient image encoding.

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

Iain Explains Signals, Systems, and Digital Comms

Random Processes - Mathematical Models and Applications in Signal Processing

Explore mathematical models of random processes, their properties, and applications in parameter estimation for noisy measurements and digital communications.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

Hausdorff Center for Mathematics

Mathematics of Signal Processing - Trimester Program Lectures

Explore advanced mathematical foundations of signal processing through expert lectures on compressive sensing, machine learning optimization, and Gabor analysis.

• YouTube
• 1 day 10 hours 59 minutes
• On-Demand
• 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
• On-Demand
• Free Video

Ableton Live Course: Sound Production for Musicians and Artists

47 reviews

Hands-on production, mixing, and sound design with Ableton Live. Learn audio fundamentals, gain staging, effects processing, sequencing, virtual instruments, and advanced techniques for creating professional-quality music and soundscapes.

• Kadenze
• 54 hours
• On-Demand
• Free Online Course

• Best of All Time

NPTEL-NOC IITM

Overview of Amplifiers and Signal Processing Techniques

1 review

Discover fundamental amplifier designs and signal processing methods used in electronic systems and circuit analysis.

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

Digital Signal Processing - MATLAB Helper

2 reviews

Explore Digital Signal Processing with MATLAB: from impulse responses to Fourier transforms, filter designs, and spectral analysis. Gain practical skills for real-world DSP applications.

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

Hausdorff Center for Mathematics

Fundamentals of Optimization in Signal Processing

Explore essential optimization techniques for signal processing, including first-order methods, regularization, and stochastic gradient approaches, to solve complex problems efficiently.

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

Hausdorff Center for Mathematics

Stephen Wright: Fundamentals of Optimization in Signal Processing

Explore key optimization techniques for signal processing, including first-order methods, regularization, stochastic gradient, and matrix optimization, with applications and algorithmic approaches.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

International Mathematical Union

Prony’s Method, Analytic Continuation, and Quantum Signal Processing

Explore Prony's method for signal analysis and its applications in analytic continuation and quantum signal processing, with insights from Lexing Ying.

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