Graph Theory Courses

Game Theory I - Static Games

8 ratings

This course is designed to provide a high-level introduction to static, non-cooperative game theory.

• Complexity Explorer
• 1 hour
• Self-Paced
• Free Certificate

Approaching Music Theory: Melodic Forms and Simple Harmony

172 ratings at Coursera

Explore melodic structures, harmony, and music theory through diverse styles. Develop a theoretical vocabulary to enhance appreciation and analysis of musical compositions.

• Coursera
• 22 hours 20 minutes
• Self-Paced
• Paid Course

An introduction to music theory

66 ratings at OpenLearn

Gain an understanding of the basic building blocks of musical theory and notation. This free course, An introduction to music theory, will introduce you to music staves, clefs, rhythmic and pitch ...

• OpenLearn
• 8 hours
• Self-Paced
• Free Certificate

Discrete Math for Computer Science - Logic & Set Theory

Master propositional and predicate logic, set theory, and formal reasoning to build mathematical foundations essential for algorithm design and program correctness.

• Coursera
• 9 hours 24 minutes
• Self-Paced
• Paid Course

Career Certificate

Machine Learning: Theory and Hands-on Practice with Python

51 ratings at Coursera

Master predictive modeling, unsupervised learning, and neural networks with Python through hands-on practice and theoretical foundations in modern ML techniques.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Real-Time Embedded Systems Theory and Analysis

20 ratings at Coursera

In-depth exploration of real-time embedded systems scheduling theories, including rate monotonic and dynamic priority policies, with practical implementation on Linux using POSIX extensions and Raspberry Pi.

• Coursera
• 2 days 14 hours 11 minutes
• Self-Paced
• Paid Course

Theory of Angular Momentum

20 ratings at Coursera

Explore quantum mechanical angular momentum, including operators, eigenvalues, and addition theory. Gain skills to analyze states, solve equations, and perform quantum calculations.

• Coursera
• 12 hours 48 minutes
• Self-Paced
• Paid Course

Cryptography and Information Theory

550 ratings at Coursera

Explore cryptography and information theory, combining techniques for protecting data with studies of information coding and transfer. Gain insights into entropy, security principles, and attacker perspectives.

• Coursera
• 7 hours 37 minutes
• Self-Paced
• Paid Course

Differential Equations Part I Basic Theory

1440 ratings at Coursera

Explore basic theory, methods, and applications of differential equations, building on calculus and matrix knowledge for practical use across various fields.

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

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video