Signal Processing Courses and Certifications

Produce Like A Pro

Analog Hardware Guide for Home Studio Recording - Building on Any Budget

Discover essential analog hardware options for building a professional home studio setup, from preamps and EQs to compressors, with expert guidance on selecting gear across different price points.

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

Sebastian Lague

Coding Adventure: Sound and the Fourier Transform

Explore sound and the Fourier Transform through coding experiments, learning to break down signals into component frequencies and implementing the Discrete Fourier Transform.

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

SciShow

How Science Solved the Mysteries of the Dead Sea Scrolls and 3 Other Ancient Texts

Discover how modern scientific techniques have unlocked the secrets of the Dead Sea Scrolls and other ancient texts, revealing historical insights once thought lost forever.

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

GreatScott

DIY vs Buy: Building Affordable Directional Speakers - A Comparison Guide

Discover how to build or purchase directional speakers, exploring their technology, comparing DIY and commercial options, and learning amplitude modulation principles for focused audio beams.

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

Astrum

3I/ATLAS Interstellar Comet - Latest Discoveries and Alien Technology Theories

Explore the mysterious interstellar visitor 3I/ATLAS as it approaches the Sun, revealing strange behaviors, chemical compositions, and addressing theories about potential alien origins.

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

Allery Chemistry

A2 Chemistry - Analytical Techniques

Master infrared spectroscopy, NMR analysis, mass spectrometry, and chromatography techniques essential for A2-level chemical analysis and molecular identification.

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

Tom Rocks Maths

Oxford Linear Algebra

Master university-level linear algebra through Oxford's first-year curriculum covering matrices, determinants, eigenvalues, vector spaces, transformations, and inner products.

• YouTube
• 8 hours 6 minutes
• Self-Paced
• Free Video

Iain Explains Signals, Systems, and Digital Comms

Estimation, Filtering and Prediction

Dive into digital filtering, estimation, and prediction techniques including Kalman filters, least squares estimation, and adaptive algorithms for signal processing applications.

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

Iain Explains Signals, Systems, and Digital Comms

Discrete Fourier Transform - DFT and FFT

Discover how DFT and FFT transform discrete signals into frequency domain, covering sinusoids, sampling, OFDM applications, and practical watermarking techniques.

• YouTube
• 1 hour 40 minutes
• Self-Paced
• Free Video

Iain Explains Signals, Systems, and Digital Comms

Fourier Transform Properties

Explore key Fourier Transform properties including duality, time shifts, phase rotation, and convolution through practical examples and exam-style problems.

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

Mark Newman

Demystifying the Fourier Transform - Concise and Informative Shorts

Discover the powerful Fourier Transform algorithm through short videos covering complex numbers, FFT, convolution, and real-world applications in data processing and analysis.

• YouTube
• 20 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