Signal Processing Courses and Certifications

Jiangxi Normal University

Signals and Systems

Analyze continuous and discrete signals and systems using convolution, Fourier, Laplace, and z-transforms, with sampling and system response.

• XuetangX
• Self-Paced
• Free Online Course

Iain Explains Signals, Systems, and Digital Comms

Essential Maths for Studying Signals and Systems

Discover essential mathematical foundations for signals and systems, covering complex numbers, exponentials, projections, and their real-world applications.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Iain Explains Signals, Systems, and Digital Comms

Digital Communications Transmission Fundamentals

Discover digital transmission techniques, constellation diagrams, pulse shaping, eye diagrams, and modulation schemes like QPSK and QAM for communication systems.

• YouTube
• 2 hours 26 minutes
• Self-Paced
• Free Video

Neso Academy

Discrete Time Systems - Chapter 11 - Signals and Systems

Master discrete-time system classification, stability analysis, and convolution through detailed explanations and solved GATE problems for engineering students.

• YouTube
• 1 hour 38 minutes
• Self-Paced
• Free Video

NPTEL;  IIT Kanpur

Signals and Systems

This course is a study of signals and systems, covering topics: formal definition of 'signal' and 'system', continuous and discrete signals, continuous and discrete-time systems, Linear Time-Invariant (LTI) systems, representation of continuous and discr…

• YouTube
• 1 day 13 hours
• Self-Paced
• Free Video

NPTEL;  IIT Kanpur

Principles of Signals and Systems

This course introduces the fundamental principles of signals and system analysis. These concepts form the building blocks of modern digital signal processing, communication and control systems. Hence, a sound understanding of these principles is necessar…

• YouTube
• 1 day 10 hours
• Self-Paced
• Free Video

Neso Academy

Sampling Theorem

Understand how sampling converts continuous-time signals to discrete-time signals and how the sampling theorem enables accurate signal recovery.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Neso Academy

Introduction to Convolution Operation

Learn to calculate an LTI system’s output by convolving its input with impulse response, using five steps, worked waveforms, and animation.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Valerio Velardo - The Sound of AI

Audio Signal Processing for Machine Learning

Master audio signal processing fundamentals and extract features from raw audio data using Python to build powerful AI applications with hands-on implementation techniques.

• YouTube
• 10 hours 24 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Orthogonality of Signals - Lecture 10

Explore orthogonality of signals, a fundamental concept in signal processing and communication systems. Gain insights into its applications and importance.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Shifting and Scaling in Continuous Time - Part I

Explore shifting and scaling techniques in continuous time systems, enhancing understanding of signal processing fundamentals.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Unit Step and Delta Function - Lecture 7

Explore unit step and delta functions in signal processing, understanding their properties and applications in mathematical analysis.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Continuous and Discrete Time Systems - Lecture 8

Explore continuous and discrete time systems, understanding their fundamental concepts and applications in signal processing and control theory.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Sinusoid and Phasor - Lecture 2

Explore sinusoids and phasors, fundamental concepts in electrical engineering and signal processing.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Analog vs Digital: Understanding Signal Types and Number Representation

Explore the fundamental differences between analog and digital signals, including number representation using binary states.

• YouTube
• 35 minutes
• Self-Paced
• Free Video