Graph Theory Courses

Freud and Fiction - Psychoanalysis in Literary Theory

1 rating

Examines how Peter Brooks combines Freud’s pleasure principle and death wish to explain narrative structures.

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

Organic Solar Cells - Theory and Practice

1242 ratings at Coursera

Learn how organic and polymer solar cells convert light into power: device layers and efficiency, conjugated low-band-gap polymers, degradation and ISOS standards, and coating and printing fabrication.

• Coursera
• 6 weeks, 4 hours a week
• Self-Paced
• Paid Course

Antimicrobial resistance - theory and methods

2586 ratings at Coursera

Learn how bacteria acquire and spread antimicrobial resistance, and how to detect it with disk diffusion, agar dilution, PCR, ResFinder whole-genome tools, and QC procedures.

• Coursera
• 7 weeks, 1 hour a week
• Self-Paced
• Paid Course

Operations Research (3): Theory

97 ratings at Coursera

Prove and apply the theory behind mathematical programs: linear programming duality, shadow prices, dual simplex and sensitivity analysis, network flow unimodularity, Lagrangian relaxation and KKT conditions.

• Coursera
• 8 weeks, 2 hours a week
• Self-Paced
• Paid Course

Approaching Music Theory: Melodic Forms and Simple Harmony

173 ratings at Coursera

Build a theoretical vocabulary for melody, counterpoint, and harmony by listening to and writing your own examples in Gregorian chant, jazz, pop, and folk styles.

• Coursera
• 5 weeks, 4 hours a week
• 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

Learn propositional and predicate logic, truth tables, quantifiers, rules of inference, proof by contradiction and contraposition, plus sets, functions, power sets and cardinality.

• Coursera
• 5 weeks, 2 hours a week
• Self-Paced
• Paid Course

Career Certificate

Machine Learning: Theory and Hands-on Practice with Python

84 ratings at Coursera

Build and evaluate interpretable regression and classification models, uncover structure in unlabeled data, and train deep learning architectures with Python.

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

Real-Time Embedded Systems Theory and Analysis

20 ratings at Coursera

Derive the rate monotonic least upper bound, compare fixed priority with earliest deadline first and least laxity, and verify timing with Cheddar and POSIX threads on Raspberry Pi.

• Coursera
• 4 weeks, 16 hours a week
• Self-Paced
• Paid Course

Theory of Angular Momentum

20 ratings at Coursera

Analyze angular momentum quantum mechanically: use spherical harmonics for hydrogen atom states, derive commutation relations, build rotation operator matrices, and add angular momenta.

• Coursera
• 3 weeks, 4 hours a week
• Self-Paced
• Paid Course

Deep Reinforcement Learning: From Theory to Practice

Implement deep reinforcement-learning agents: replace tabular values with function approximation, build DQN with replay buffers and target networks, and apply REINFORCE, actor–critic, PPO, DDPG, and SAC.

• Coursera
• 6 weeks, 3 hours a week
• Self-Paced
• Paid Course

Cryptography and Information Theory

551 ratings at Coursera

Study cryptography from an information-theoretic angle: quantify key strength with entropy, apply Kerckhoff's Principle, compare brute force with cryptanalysis, and contrast perfect secrecy with computational security.

• Coursera
• 4 weeks, 2 hours a week
• Self-Paced
• Paid Course

Differential Equations Part I Basic Theory

1442 ratings at Coursera

Solve first- and second-order ordinary differential equations, learn the underlying theory, and apply the methods to mathematical modeling problems.

• Coursera
• 9 weeks, 2 hours a week
• Self-Paced
• Paid Course

The Germ Theory of Disease - Epidemics in Western Society Since 1600

A history of how contagionism, microscopy, and hospital medicine enabled Pasteur’s and Koch’s germ theory and transformed vaccines, antiseptics, and pathogen research.

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

The New Historicism in Literary Theory - Lecture 19

An introduction to New Historicism through Greenblatt, McGann, Foucault, Bakhtin, and editing Keats’s poetry.

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