Sampling Courses and Certifications

Digital Audio Fundamentals

210 ratings at Pluralsight

An introduction to several of the most important concepts in digital audio, including sampling, audio file formats and codecs, effects.

• Pluralsight
• 2 hours 49 minutes
• On-Demand
• Free Trial Available

Valerio Velardo - The Sound of AI

Understanding Audio Signals for Machine Learning

Explore audio digital signals, analog-to-digital conversion, and key concepts like sampling, quantization, and aliasing for machine learning applications.

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

Native Instruments

Exploring the MASCHINE+ Auto Sampler - Native Instruments

Explore MASCHINE+ Auto Sampler's creative potential for sound design, CPU optimization, and unique instrument sampling. Learn techniques for transforming sounds and expanding your music production capabilities.

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

Native Instruments

Hammers + Waves from Skybox Audio - Native Instruments

Explore skybox Audio's innovative piano collections, featuring robotic sampling for a human touch. Product specialist demonstrates acoustic, chime, electric, and prepared instruments.

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

Fields Institute

Sampling, Interpolation, and Uncertainty

Explore sampling theory, interpolation techniques, and uncertainty principles in function spaces, with applications in signal processing and control theory.

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

Simons Institute

Computational Optimal Transport

Explore geometric methods in optimization and sampling, focusing on computational optimal transport techniques and their applications in machine learning and data analysis.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Video

Simons Institute

Sampling Using Diffusion Processes, From Langevin to Schrödinger

Explore diffusion processes in sampling, from Langevin dynamics to Schrödinger bridges, with insights on geometric methods in optimization and their applications.

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

Simons Institute

Geodesic Convexity and Optimization

Explore geodesic convexity and its applications in optimization, delving into geometric methods for solving complex problems in high-dimensional spaces.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

Simons Institute

Optimization on Manifolds

Learn techniques for optimizing functions on smooth manifolds, exploring applications in machine learning and data science with practical examples and toolbox demonstrations.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Simons Institute

Towards Practical Distribution Testing

Explore practical algorithms for testing statistical correctness of samplers in high-dimensional settings, focusing on grey-box models and conditional sampling for efficient TV distance estimation.

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

Centre International de Rencontres Mathématiques

Gradient Flows for Sampling and Their Deterministic Interacting Particle Systems

Explore gradient flows for sampling and deterministic interacting particle systems in this mathematical conference talk by Dejan Slepčev.

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

Trelis Research

Test Time Compute: Sampling and Chain of Thought Techniques

Explore advanced inference techniques like sampling and chain of thought to enhance AI model performance. Learn to optimize test-time compute for improved accuracy and efficiency.

• YouTube
• 55 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

Quantitative Methods

7 reviews

Explore quantitative research methods in social sciences, focusing on scientific principles, research designs, measurement, sampling, and ethics. Gain skills to distinguish between solid research and flawed studies.

• Coursera
• 30 hours
• On-Demand
• Free Online Course (Audit)

Signals and Systems

Comprehensive introduction to analog and digital signal processing, covering time and frequency domain representations, Fourier transforms, filtering, modulation, sampling, and feedback systems for engineers and scientists.

• MIT OpenCourseWare
• On-Demand
• Free Online Course