Sampling Courses and Certifications

Ultimate Ableton Live 10, COMPLETE: Parts 4, 5, and 6

837 ratings at Udemy

Learning Ableton Live 10 Suite through tutorials, tracks, and more. Learn the Live software download quickly and easily!

• Udemy
• 7 hours 50 minutes
• Self-Paced
• Paid Course

Serrano.Academy

Training Latent Dirichlet Allocation: Gibbs Sampling - Part 2

Explore Gibbs sampling for training Latent Dirichlet Allocation models, learning to sort documents into topics efficiently through practical exercises and in-depth explanations.

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

Hackaday

Towards an Open-Source Multi-GHz Sampling Oscilloscope

Explore the challenges and progress in creating an open-source GHz+ sampling oscilloscope, including design insights, technical hurdles, and promising developments in high-frequency measurement technology.

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

Shashank Kalanithi

Practical Statistics for Data Scientists - Data and Sampling Distributions

Explore data and sampling distributions in statistics for data science, covering random sampling, bias, regression, and key statistical concepts with practical examples.

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

Native Instruments

Exploring Strezov Sampling - Native Instruments

Explore Strezov Sampling's epic choirs and orchestral libraries as Reuben Cornell demonstrates their use in creating diverse orchestral cues, featuring the Syllabuilder Engine and choir optimization tips.

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

Andrej Karpathy

The Spelled-Out Intro to Language Modeling - Building Makemore

Comprehensive tutorial on building a bigram character-level language model, covering tensor operations, neural networks, and PyTorch fundamentals for natural language processing tasks.

• YouTube
• 1 hour 58 minutes
• Self-Paced
• Free Video

Native Instruments

MASCHINE Workflow - Getting Started with Music Production

Master MASCHINE production from drums and melody to sampling, mixing, arranging, and exporting your tracks in this comprehensive workflow series.

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

Complete FL Studio Megacourse: Beginner to Expert

480 ratings at Udemy

Learn how to create and edit music like a pro with this step-by-step course!

• Udemy
• 19 hours 15 minutes
• Self-Paced
• Paid Course

Advanced Synthesis Techniques with Serum

470 ratings at Udemy

An Obsessively Detailed Course on Synthesis with Serum

• Udemy
• 9 hours 16 minutes
• Self-Paced
• Paid Course

Probability, Measure and Martingales - Stopped Martingales and Optional Sampling Theorems

Explore stopping martingales, Doob's optional sampling theorem, and uniform integrability concepts in this advanced probability lecture covering key theorems and their applications in mathematical analysis.

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

Aladdin Persson

Latent Dirichlet Allocation with Gibbs Sampling Explained

Comprehensive explanation of Latent Dirichlet Allocation (LDA) with Gibbs Sampling, covering topic modeling, posterior inference, and implementation details. Ideal for those interested in understanding this classic machine learning technique.

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

The Julia Programming Language

Sampling and Random Variables in Julia - Lecture 9

Explore random sampling, probability distributions, and data visualization techniques using Julia, covering topics from basic coin tosses to complex probability densities and histogram normalization.

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

ExcelIsFun

Excel Statistical Analysis - Learn Central Limit Theorem by Building Sampling Distribution of Xbar

Explore the Central Limit Theorem through practical Excel exercises, learning to build sampling distributions and apply statistical concepts for informed business decision-making.

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

Association for Computing Machinery (ACM)

Sampling-Based Sublinear Low-Rank Matrix Arithmetic Framework for Dequantizing Quantum Machine Learning

Explore quantum-inspired classical algorithms for machine learning, focusing on sublinear low-rank matrix arithmetic and singular value transformation techniques.

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

Simons Institute

Sampling Crash Course

Explore geometric methods in optimization and sampling, covering direct methods, Markov chain Monte Carlo, and probabilistic approaches for efficient algorithm design and analysis.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video