Entropy Courses and Certifications

Statistical Molecular Thermodynamics

367 ratings at Coursera

This introductory physical chemistry course examines the connections between molecular properties and the behavior of macroscopic chemical systems.

• Coursera
• 21 hours
• On-Demand
• Paid Course

Introduzione alla fisica sperimentale: meccanica, termodinamica

12 reviews

Il corso affronta le tematiche della meccanica e della termodinamica partendo dall’applicazione del metodo sperimentale, per prepararsi al meglio all'ingresso all'università.

• Polimi OPEN KNOWLEDGE
• 9 weeks
• On-Demand
• Free Online Course

iGCLC™ Certified - Systems Thinking Practitioner

294 ratings at Udemy

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

• Udemy
• 5 hours 57 minutes
• On-Demand
• Paid Course

Serrano.Academy

Shannon Entropy and Information Gain

Explore Shannon entropy and information gain concepts through interactive examples, quizzes, and games. Learn to calculate probabilities and apply formulas for various scenarios.

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

Complexity Explorer

Maximum Entropy Methods Tutorial

Discover maximum entropy methods for understanding probability distributions through practical examples including taxicab problems and real-world modeling applications.

• YouTube
• 1 hour 46 minutes
• On-Demand
• Free Video

Phases of Matter: Solid, Liquid, Gas and Beyond

11 ratings at Coursera

Explore emergent phenomena in physics, from basic matter states to complex systems. Learn about symmetry, energy, entropy, and analytical tools for understanding phase transitions.

• Coursera
• 13 hours 13 minutes
• On-Demand
• Paid Course

Statistical Physics & Thermodynamics from Beginner to Expert

197 ratings at Udemy

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

• Udemy
• 11 hours 46 minutes
• On-Demand
• Paid Course

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
• On-Demand
• Free Video

Fundamentals of Engineering Thermodynamics

101 ratings at Udemy

Master the Principles of Energy, Heat, and Entropy: Analyzing Power Plants, Engines, and Refrigeration Systems

• Udemy
• 22 hours 34 minutes
• On-Demand
• Paid Course

Probability / Stats: The Foundations of Machine Learning

57 ratings at Udemy

Real-world, code-oriented learning for programmers to use prob/stats in all of CS, Data Science and Machine Learning

• Udemy
• 6 hours 42 minutes
• On-Demand
• Paid Course

Statistical Thermodynamics: Molecules to Machines

52 ratings at Coursera

Develop molecular-level understanding of thermodynamic concepts and apply them to engineering and biological systems, from non-interacting to complex interacting systems.

• Coursera
• 11 hours
• On-Demand
• Paid Course

Indian Institute of Management Ahmedabad

Transforming Life and Organizations in the Digital Age

37 ratings at Coursera

Explore the neuroscientific foundations of digital transformation and learn how to harness emerging technologies to empower both individuals and organizations while understanding their deeper impact on human evolution.

• Coursera
• 1 day 2 hours 59 minutes
• On-Demand
• Paid Course

Thermodynamics and Phase Equilibria

Master the fundamental laws of thermodynamics, statistical interpretation of entropy, and phase equilibrium concepts essential for materials science and engineering.

• Coursera
• 11 hours 6 minutes
• On-Demand
• Paid Course

Coursera

Build & Evaluate Decision Trees for ML

Master decision tree algorithms in Java using Weka and Smile libraries. Build, tune, and evaluate models with entropy, Gini index, and cross-validation techniques for real-world ML applications.

• Coursera
• 4 hours 8 minutes
• On-Demand
• Paid Course

Thermodynamics of Materials

Explore materials thermodynamics, phase equilibria, and transformations. Learn classical concepts, computerized methods, and statistical thermodynamics. Gain practical skills for analyzing complex material systems.

• MIT OpenCourseWare
• On-Demand
• Free Online Course