Graph Theory Courses

From Atoms to Materials: Predictive Theory and Simulations

Learn how materials look and work at atomic scales.

• edX
• 10 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Probability Theory

12 ratings at edX

This course provides an introduction to probability theory. You will encounter discrete and continuous random variables and learn in which situations they appear, what their properties are and how they interact.

• edX
• 6 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Understanding Artificial Intelligence through Algorithmic Information Theory

6 ratings at edX

Explore the foundations of AI through algorithmic information theory, covering data description, information measurement, mathematical connections, machine learning principles, and subjective information concepts.

• edX
• 5 weeks, 4-8 hours a week
• On-Demand
• Free Online Course (Audit)

Theory of Debt, Its Proper Role, and Leverage Cycles - Financial Markets Lecture

Explore theoretical determinants of interest rates, present discounted values, bond pricing, term structure, and the history of usury in this comprehensive financial markets lecture.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

Risk and Financial Crises - Probability Theory in Financial Markets

Explore probability theory in financial crises context, covering expected value, variance, covariance, and regression analysis. Learn about risk decomposition and the limitations of normal distribution assumptions in finance.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

The Leverage Cycle and the Subprime Mortgage Crisis - Financial Theory

Explore the Leverage Cycle theory and its role in the 2007-09 financial crisis. Learn how collateral requirements impact asset prices and contrast this with traditional financial theories.

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

Dynamic Hedging and Average Life in Financial Theory - Lecture 21

Explore dynamic hedging, marking-to-market, and bond average life calculation. Learn how traders use these concepts to manage interest rate risk and create effective hedging strategies.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

Dynamic Hedging in Financial Theory - Lecture 20

Explore dynamic hedging strategies to mitigate risk in financial markets, focusing on mortgage prepayments and sports betting examples to illustrate key concepts and applications.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

Dynamic Present Value - Financial Theory

Explore dynamic present values, marking-to-market, mortgages, and Social Security issues. Learn financial concepts through practical examples and gain insights into real-world economic challenges.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Efficiency, Assets, and Time in Financial Theory

Explore economic theories justifying free markets, from utility maximization to Pareto efficiency, and examine the introduction of time and assets into equilibrium models by Irving Fisher.

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

Computing Equilibrium in Financial Theory - Lecture 3

Explore economic decision-making through equilibrium calculations in simple and financial economies, using theoretical and computational methods to understand market dynamics and agent behavior.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

Utilities, Endowments, and Equilibrium in Financial Theory - Lecture 2

Explore economic modeling, supply and demand, and general equilibrium theory. Understand the importance of models in economics and their application to various markets and financial systems.

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

Introduction to Financial Theory - Why Study Finance?

Explore financial theory's history, efficient markets hypothesis, leverage cycle, and real-world applications through lectures and experiments. Gain insights into the field's relevance and limitations.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

Thomas Malthus and the Theory of Inevitable Poverty - Lecture 2

Explore global economic development, demographic transitions, and their impact on poverty. Analyze Malthus' theories and modern perspectives on population growth and economic progress.

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

The Sanitary Movement and the 'Filth Theory of Disease' - Epidemics in Western Society Since 1600

Explore the 19th-century sanitary movement's impact on public health, urban planning, and social reform, focusing on key figures and cities that shaped modern approaches to disease prevention.

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