Systems Core Courses

Many More is Different - Scalable Learning in Physical Systems

Exploring how large-scale systems exhibit unique properties, focusing on scalable learning approaches inspired by physics and implemented in energy-efficient physical systems.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

Arbitrage Equilibrium and the Invisible Hand in Self-organizing Dynamics of Biological Systems

Explore how economic concepts like arbitrage apply to biological systems. Learn about a novel game-theoretic framework integrating survival-driven behavior with statistical mechanics in active matter systems.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Introduction to Dynamical Systems and Chaos

Explore dynamical systems, chaos theory, and complex systems. Learn about bifurcations, butterfly effect, strange attractors, and pattern formation. Gain insights into predictability and complexity in nature.

• Complexity Explorer
• Self-Paced
• Free Certificate

Modeling Psychological Systems with Ternary Spin Models

Explore how ternary spin models enhance psychological research by extending binary network models to include neutral states, offering richer dynamics for analyzing depression, intelligence, and attitude changes.

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

Understanding and Misunderstanding Models - From Linear Regression to Complex Systems

Explore the complexities of scientific modeling, from linear regression to complex systems, examining different levels of understanding and the challenges of explanation in scientific communication.

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

From Centrality Measures to Nanowire Networks - Disordered Systems Methods to the Rescue

Explore advanced network analysis techniques, from centrality measures to nanowire networks, using disordered systems methods to understand complex network dynamics and neuromorphic computing applications.

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

A Markov Chain Theory of Self-Organization in Nonequilibrium Systems

Explore the groundbreaking theory of 'rattling' in nonequilibrium systems and its role in predicting ordered states across scientific domains, from living systems to statistical mechanics.

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

Landscape and Flux Theory for Nonequilibrium Biological Systems

Explore landscape and flux theory for nonequilibrium biological systems, examining applications in cellular regulation, differentiation, cancer, neural networks, and evolution with Jin Wang.

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

Curiosity and Compression as Complex Systems

Explore how curiosity drives information exploration while compression distills knowledge into memory structures, examining different curiosity styles and how the brain balances detail preservation with efficient information condensing.

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

A New Approach to Complex Systems Dynamics

Explore a groundbreaking theory combining information-theoretic inference with agent-based modeling to predict complex systems dynamics, with applications in thermodynamics, epidemiology, economics, and ecology.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Computation in Complex Systems

Explore computational complexity from polynomial-time algorithms to NP-complete problems and undecidable challenges, bridging computer science with physics and biology applications.

• Complexity Explorer
• Self-Paced
• Free Certificate

RPG Core Combat Creator: Learn Intermediate Unity C# Coding

11320 ratings at Udemy

Build Combat for Role Playing Game (RPG) in Unity. Tutorials Cover Code Architecture & Video Game Design.

• Udemy
• 1 day 3 hours 33 minutes
• Self-Paced
• Paid Course

Core Java for Automation Testers- Coding made Easy

10771 ratings at Udemy

A step by step Practical tutorial to master in JAVA with tons of Programming examples and Interview Questions

• Udemy
• 9 hours 56 minutes
• Self-Paced
• Paid Course

Build ASP.NET Core Web API - Scratch To Finish (.NET8 API)

10070 ratings at Udemy

Use C# and Build an ASP.NET Core Web API with Entity Framework Core, SQL Server, Authentication, Authorization | .NET8

• Udemy
• 18 hours 3 minutes
• Self-Paced
• Paid Course

Operations Management A-Z: Business Processes and Systems

9725 ratings at Udemy

Operations Management: Supply Chain & Business Essentials for Manufacturing, Production and Service Organizations

• Udemy
• 6 hours 40 minutes
• Self-Paced
• Paid Course