Diffusion Courses and Certifications

Institut des Hautes Etudes Scientifiques (IHES)

Extreme Diffusion - or Was Einstein Wrong About Diffusion? - 1/3

Explore extreme diffusion phenomena and discover new power-laws beyond Einstein's classical theory through random walks in random environments and stochastic PDEs.

• YouTube
• 1 hour 35 minutes
• Self-Paced
• Free Video

Social and Economic Networks: Models and Analysis

11 ratings

Explore social and economic network modeling, formation patterns, and their impact on human behavior. Learn concepts from various disciplines to analyze network structures and their influence on diffusion and learning.

• Coursera
• 30 hours
• Self-Paced
• Paid Course

Microstructural Evolution of Materials Part 2: Defects and Diffusion

Discover the principles of point defect evolution that explain materials science phenomena.

• edX
• 5 weeks, 8-10 hours a week
• Self-Paced
• Free Online Course

Science & Cooking: From Haute Cuisine to Soft Matter Science (chemistry)

14 ratings

Top chefs and Harvard researchers explore how everyday cooking and haute cuisine can illuminate basic principles in chemistry, physics, and engineering. Learn about food molecules and how chemical reactions can affect food texture and flavor.

• edX
• 16 weeks, 2-3 hours/week
• Self-Paced
• Free Online Course (Audit)

Microstructural Evolution of Materials: Defects and Diffusion

Discover the principles of point defect evolution, microscopic diffusion mechanisms, ion exchange for glass strengthening, and charge carrier concentration prediction using the Brouwer approximation.

• MITx Online
• 3 weeks, 10 hours/week
• Self-Paced
• Free Online Course

Mass Transfer: Diffusion & Convection

382 ratings at Udemy

Learn the mass transfer mechanisms and how to model them for further Mass Transfer Unit Operation Equipment Design.

• Udemy
• 3 hours 22 minutes
• Self-Paced
• Free Online Course

Diffusion in Solids

Master fundamental concepts of diffusion in solids, from atomic mechanisms to practical applications in metallurgy, semiconductors, and ionic materials. Includes hands-on DICTRA computational tools and measurement techniques.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

NPTEL-NOC IITM

Essential Concepts of Overall Kinetics - Nucleation and Growth

Discover the fundamental principles of nucleation and growth in materials science, covering diffusional transformations, energy barriers, and kinetics.

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

PoreLab

Continuous Upscaling in Multiscale Modeling

Explore continuous upscaling methods for multi-scale modeling. Learn about gradual smoothing transformations, upscaling rules for various physical quantities, and applications to steady-state diffusion problems.

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

NPTEL-NOC IITM

Finite Volume Method for Convection and Diffusion - Discretization of Steady Convection Equation

Explore discretization techniques for steady convection equations, focusing on upwind difference schemes and accuracy analysis for convection-diffusion problems.

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

NPTEL-NOC IITM

Finite Volume Method for Convection and Diffusion: Discretization of Steady and Unsteady Convection Equations

Explore numerical methods for convection-diffusion equations, focusing on finite volume discretization, dispersion, and modified equation analysis.

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

Medicosis Perfectionalis

Physiology Introduction: Cell Membrane, Diffusion, Osmosis, and Transport Mechanisms

Comprehensive overview of cell membrane physiology, covering homeostasis, fluid compartments, transport mechanisms, and cellular structures. Ideal for medical students and biology enthusiasts.

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

How Diffusion Models Work

279 ratings at Coursera

Gain deep understanding of diffusion models in AI. Build from scratch, explore sampling, training, and personalized image generation. Hands-on labs with Jupyter notebooks expand your generative AI skills.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

All of AI: ChatGPT, Midjourney, Stable Diffusion & App Dev

2432 ratings at Udemy

ChatGPT, Prompt Engineering, OpenAI API, GPTs, Chatbots, Automation, AI-Apps, Generative AI, Machine Learning, Copilot

• Udemy
• 1 day 11 hours 57 minutes
• Self-Paced
• Paid Course

Heat and Diffusion Interaction: Diffusive and Convective Fluxes in Advanced Thermodynamics - Lecture 22

Master advanced thermodynamics concepts focusing on heat and diffusion interactions, balance equations, barycentric velocity, and the relationship between diffusive fluxes in continuum systems.

• YouTube
• 1 hour 32 minutes
• Self-Paced
• Free Video