Signal Processing Courses and Certifications

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 Video

Signal Processing 101

Comprehensive introduction to signal processing, covering time, frequency, and Laplace domains. Explore signal representation, transformations, system properties, Fourier analysis, and Laplace transforms.

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

Digital Signal Processing, 1975

Comprehensive introduction to analog and digital signal processing, covering applications in various fields. Gain practical skills through 20 video lectures led by a renowned expert.

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

Digital Signal Processing

Comprehensive exploration of digital signal processing concepts, from Fourier transforms to filter design, including practical applications and problem-solving techniques.

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

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

Advanced Digital Signal Processing Course

Comprehensive review of digital signal processing fundamentals, covering analog-to-digital conversion, signal types, and discrete-time systems for advanced learners.

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

tinyML

Make the Signal Chain More Intelligent and Efficient with Mixed Signal Processing and In-Memory Computing

Innovative signal processing architecture using mixed-signal and in-memory computing for improved efficiency, reduced power consumption, and lower costs in AI and IoT applications.

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

Basic Signal Concepts

Explore complex numbers, signal concepts, and linear systems through visualizations, examples, and key topics like time scaling, power, decibels, and the delta function.

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

Iain Explains Signals, Systems, and Digital Comms

Sampling Signals - Introduction Lecture

Explore fundamental concepts of signal sampling, including Nyquist rate and aliasing effects, with clear explanations and visual representations for better understanding.

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

Simons Institute

Sparse Fourier Transform Algorithm for Real-Time Applications

Explore real-time applications of Sparse Fourier Transform, including spectrum sensing and wireless networks, with algorithms for efficient signal processing and sparse recovery.

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

Institute for Advanced Study

Topological Filters - A Toolbox for Processing Dynamic Signals - Michael Robinson

Explore topological filters for dynamic signal processing, covering sheaf theory, consistency radius, and applications in noise reduction, flight tracking, and musical structure extraction.

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

Artem Kirsanov

Wavelets- A Mathematical Microscope

Explore wavelet transform for signal processing, uncovering hidden structures in data. Learn to build a wavelet toolkit, understanding its applications from hydrodynamics to neuroscience.

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

Bill Buchanan OBE

Modulation Techniques with Python: Amplitude, Frequency, and Fourier Transform

Learn Python-based modulation techniques, including amplitude and frequency modulation, Fourier transform, and shift key. Explore noise analysis and signal processing fundamentals.

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

Churchill CompSci Talks

Adaptive Filters

Explore digital adaptive filters, their algorithms, and applications in noise removal, echo cancellation, and signal processing, with Matlab demonstrations and real-world examples.

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

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