Entropy Courses and Certifications

Discover AI

Understanding Q* (Q-star) - From Q-Learning to Maximum Entropy Reinforcement Learning

Delve into the technical foundations of Q* (Q-star), exploring its roots in physics entropy, reinforcement learning principles, and practical applications in machine learning systems.

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

Discover AI

NEW AI Coding Agents for Software Engineering - ENTROPY

Explore cutting-edge AI coding agents using entropy regularization and multi-turn preference optimization to enhance software engineering performance and efficiency.

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

Fields Institute

Sustained Rise in Brain Entropy After Ayahuasca Links with Acute Subjective Effects

Discover how ayahuasca induces sustained increases in brain entropy and their connection to acute subjective experiences in this neuroscience research presentation.

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

Raman Research Institute

Introductory Lectures on Entanglement Entropy

Dive into quantum information theory through comprehensive lectures on entanglement entropy, covering fundamental concepts and advanced applications in quantum mechanics.

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

iGCLC™ Certified - Systems Thinking Practitioner

295 ratings at Udemy

Beyond NLP Master Practitioner iGNLP™ iGCLC™ Certified training in System Thinking and 4D coaching techniques

• Udemy
• 5 hours 57 minutes
• Self-Paced
• Paid Course

Data Compression - Theory and Applications

Master data compression theory and applications, from lossless techniques like Huffman coding to lossy methods including JPEG and modern ML approaches for efficient information representation.

• YouTube
• 23 hours 42 minutes
• Self-Paced
• Free Video

Statistical Physics & Thermodynamics from Beginner to Expert

201 ratings at Udemy

Understand the theoretical physics of statistical mechanics (classical and quantum level) and apply it to thermodynamics

• Udemy
• 11 hours 46 minutes
• Self-Paced
• Paid Course

Mysteries of Modern Physics: Time

157 ratings at The Great Courses Plus

Tackle one of the greatest problems in all of science—the nature of time itself—in this groundbreaking course by one of the foremost researchers in this field.

• The Great Courses Plus
• 12 hours 19 minutes
• Self-Paced
• Free Trial Available

Direct and Cross Effects in Entropy Production and the Fourth Law of Thermodynamics - Lecture 23

Delve into advanced thermodynamics concepts, exploring entropy production, force-flux relationships, cross effects, and the Fourth Law through comprehensive theoretical frameworks and practical applications.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Video

Introduction to Nonequilibrium Theory: Onsager Reciprocity and Maximum Entropy Production - Lecture 21

Delve into advanced thermodynamics concepts including Onsager reciprocity, thermal conductivity tensors, and nonequilibrium theory through detailed mathematical derivations and practical applications.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Video

Hausdorff Center for Mathematics

Concentration Functions and Entropy Bounds for Discrete Log-Concave Distributions

Explore concentration functions and entropy bounds for discrete log-concave distributions, with applications to entropy power inequalities. Based on joint research in probability theory.

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

Hausdorff Center for Mathematics

Matthias Liero- On Entropy Transport Problems and the Hellinger Kantorovich Distance

Explores entropy-transport minimization problems, introducing the Hellinger-Kantorovich distance as an interpolation between Hellinger and Kantorovich-Wasserstein distances, with applications in dynamic processes involving mass creation/annihilation.

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

Hausdorff Center for Mathematics

Yoann Dabrowski- Free Entropy and a Laplace Principle for Hermitian Brownian Motion

Explores Voiculescu's free entropy, ultraproducts, continuous model theory, and free stochastic differential equations, with implications for Connes embedding conjecture.

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

Hausdorff Center for Mathematics

Entropy Techniques for Nonlinear Partial Differential Equations - A Few Examples

Explore entropy techniques for nonlinear PDEs, focusing on Fokker-Planck equations. Learn applications in polymeric fluids, molecular dynamics, and high-dimensional algorithms.

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

Simons Institute

A Phase Transition in Linear Cross-Entropy Benchmarking

Explores phase transition in linear cross-entropy benchmarking for quantum circuits, analyzing noise robustness and fidelity approximation across different architectures and gate properties.

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