Entropy Courses and Certifications

Information and Entropy; Energy and Exergy

Explore fundamental physics behind climate crisis through entropy, information theory, and exergy principles from thermodynamics and statistical mechanics.

• MITx Online
• On-Demand
• Free Online Course

Maximum Entropy Methods

10 reviews

In this tutorial, Simon DeDeo introduces MaxEnt through a series of examples, taking students from the basics of the subject up to its applications in science and engineering

• Complexity Explorer
• 1 hour
• On-Demand
• Free Online Course

PCS Institute for Basic Science

Measuring Exotic Entropy in Mesoscopic Systems

Explore methods for measuring fractional entropy in mesoscopic systems, focusing on topological superconductors and multi-channel Kondo systems. Learn to detect exotic quantum states using charge measurements.

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

Simons Institute

The Arrow of Time in Causal Networks

Explore the macroscopic arrow of time, causal networks, and their relation to fundamental physics. Delve into entropy, complexity, and the nature of causality in our universe.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

The Organic Chemistry Tutor

Carnot Heat Engines, Efficiency, Refrigerators, Pumps, Entropy, Thermodynamics - Second Law, Physics

1 review

Comprehensive tutorial on thermodynamics, covering heat engines, efficiency, refrigerators, and entropy. Includes numerous examples and practice problems for in-depth understanding.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

World Science Festival

Solving the Puzzle of Black Holes - Hawking, Entropy, and a Theory of Everything

Explore black hole mysteries with experts, delving into entropy, string theory, and Hawking radiation. Uncover insights on singularities and the intersection of general relativity and quantum mechanics.

• YouTube
• 32 minutes
• On-Demand
• Conference Talk

The Organic Chemistry Tutor

Gibbs Free Energy - Entropy, Enthalpy & Equilibrium Constant K

Comprehensive introduction to Gibbs Free Energy, covering entropy, enthalpy, and equilibrium constants. Learn to calculate and apply these concepts in chemical reactions and thermodynamics.

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

Data Compression I - Lecture 3: Kraft Inequality, Entropy, and Introduction to SCL

Explore Kraft Inequality, entropy, and Source Coding Limit in data compression. Gain insights into fundamental concepts and their applications in information theory and coding.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

The Organic Chemistry Tutor

Entropy, Enthalpy, and Gibbs Free Energy - Chemistry Spontaneity Formulas

1 review

Master essential chemistry concepts of entropy, enthalpy, and Gibbs free energy through clear formula explanations and practical examples for understanding reaction spontaneity.

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

World Science Festival

Entropy and the Arrow of Time - Your Daily Equation Episode 32

Explore entropy, the second law of thermodynamics, and their connection to the arrow of time. Discover why events happen in one direction and how these concepts relate to the Big Bang and our understanding of the universe.

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

The Organic Chemistry Tutor

Physics 1C Final Exam Review - Entropy, Thermodynamics, Gas Laws, Specific Heat & Calorimetry

Comprehensive review of advanced physics concepts including thermodynamics, gas laws, heat transfer, and entropy. Covers theoretical principles and practical problem-solving techniques for final exam preparation.

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

Artem Kirsanov

The Key Equation Behind Probability - Entropy, Cross-Entropy, and KL Divergence

Explore probability theory fundamentals, from surprise to entropy, cross-entropy, and KL divergence. Learn key concepts applicable to neuroscience and machine learning.

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

Introduction to Information Theory

12 reviews

This tutorial introduces fundamental concepts in information theory.

• Complexity Explorer
• 1 hour
• On-Demand
• Free Online Course

Information Theory: Defining Entropy and Information - Lecture 1

2 reviews

Delve into the mathematical foundations of entropy and information measurement, exploring how random variables contribute to quantifying information in probability theory.

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

Black Hat

Understanding and Managing Entropy Usage

Explore cryptographic entropy usage, sources, and management across systems. Learn to analyze and improve random number generation for enhanced security in modern IT infrastructures.

• YouTube
• 56 minutes
• On-Demand
• Conference Talk