Signal Processing Courses and Certifications

Chess Vibes

The 17 Best Traps in the London System

Discover 17 powerful traps in the London System to gain a strategic advantage. Learn clever tactics and surprising moves to outmaneuver your opponents and improve your chess game.

• YouTube
• 28 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

NPTEL;  IIT Kharagpur

Transform Calculus and Its Applications in Differential Equations

Comprehensive exploration of integral transforms, focusing on Laplace and Fourier transforms, their properties, and applications in solving differential equations and boundary value problems.

• YouTube
• 1 day 6 hours
• Self-Paced
• Free Video

NPTEL;  IISER - Bhopal

Signals and Systems

Comprehensive exploration of signal processing fundamentals, covering continuous and discrete-time systems, Fourier and Laplace transforms, sampling theory, and Z-transforms for practical applications.

• YouTube
• 1 day 5 hours
• Self-Paced
• Free Video

NPTEL;  IIT Kharagpur

Estimation of Signals and Systems

This course covers lessons on probability theory, random variables, mean and variance, linear signal models, z-transform, Kalman filter, variants of least squares estimation, and estimation problems in instrumentation and control.

• YouTube
• 1 day 2 hours
• Self-Paced
• Free Video

Ben Eater

RAM Module Testing and Troubleshooting - Fixing Issues and Modifying Clock Edge Triggering

Learn to test, troubleshoot, and modify a RAM module, focusing on fixing issues and improving clock-triggered writes in digital circuit design.

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

Sensor Systems for Predicting, Preventing, and Curing Cardiovascular Disease

Explore sensor systems for predicting, preventing, and treating cardiovascular disease. Learn about left ventricular assist devices, cardiac imaging techniques, and innovative approaches to monitor heart function.

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

Peace of Mind for Those Affected by Stroke - PHIND Seminar 2021

Explore cutting-edge stroke detection technology and its potential to revolutionize patient care. Learn about ZeitMedical's innovative approach to early stroke intervention and monitoring.

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

Smaller, Stronger, and Duration-Scalable Audio Learners

Explore state-space models for audio processing with DASS, a model that outperforms Transformers on AudioSet while being smaller and capable of handling hour-long recordings, unlike traditional models limited to short clips.

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

Data Compression - Video Compression - Lecture 18

Explore video compression techniques, including motion estimation and compensation, in this Stanford lecture on advanced data compression methods for efficient multimedia storage and transmission.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Stanford EE274: Data Compression - Beyond IID Distributions: Conditional Entropy - Lecture 8

Explore conditional entropy and advanced data compression techniques beyond IID distributions in this Stanford lecture, enhancing understanding of complex information theory concepts.

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

Learnt Image Compression - Lecture 16

Explore advanced techniques in learnt image compression, focusing on cutting-edge algorithms and their applications in reducing file sizes while maintaining visual quality.

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

Lossy Compression Basics and Quantization - Lecture 11

Explore lossy compression fundamentals and quantization techniques in this Stanford lecture, covering essential concepts for efficient data reduction in various applications.

• YouTube
• 1 hour 24 minutes
• Self-Paced
• Free Video

Asymmetric Numeral Systems (ANS) - Data Compression Lecture 7

Explore Asymmetric Numeral Systems (ANS), an advanced data compression technique, in this Stanford lecture. Gain insights into its principles, applications, and advantages in modern compression algorithms.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video