Optimization & Operations Research Courses and Certifications

Eddie Woo

Further Calculus Skills - Integration by Substitution and Inverse Trigonometric Functions

Master advanced integration techniques including substitution methods, inverse trigonometric functions, and definite integral evaluation through comprehensive problem-solving.

• YouTube
• 4 hours 59 minutes
• Self-Paced
• Free Video

Eddie Woo

Related Rates and Applications of Derivatives

Master calculus concepts through related rates, exponential growth/decay, and motion problems with practical applications like balloons, ladders, and shadows.

• YouTube
• 10 hours 37 minutes
• Self-Paced
• Free Video

eHowEducation

Physics and Calculus Lessons - Comprehensive Tutorial Collection

Explore diverse physics and calculus concepts through practical problem-solving, from differential equations to gyroscopic theory and statistical analysis methods.

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

Institute for Advanced Study

Theory of Deep Learning - Where Next?

Explore cutting-edge theoretical foundations of deep learning through expert talks on optimization, generalization, representation learning, and neural network interpretability.

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

The Julia Programming Language

Julia for Data Science

Master Julia programming for data science through hands-on training in linear algebra, statistics, machine learning, neural networks, and visualization techniques.

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

Aleksa Gordić - The AI Epiphany

Neural Style Transfer

Dive into neural style transfer from basic theory to advanced implementations, covering optimization and feed-forward methods with hands-on PyTorch coding examples.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video

Centre International de Rencontres Mathématiques

Numerical Analysis and Scientific Computing

Explore advanced computational methods, numerical algorithms, and mathematical modeling techniques for solving complex scientific problems across multiple disciplines.

• YouTube
• 1 week 2 days 23 hours 43 minutes
• Self-Paced
• Free Video

Math with Professor V

AP Calculus Unit 4 - Contextual Applications of Differentiation

Master real-world calculus applications including particle motion, related rates, L'Hospital's Rule, and optimization through step-by-step AP exam preparation.

• YouTube
• 7 hours 16 minutes
• Self-Paced
• Free Video

Domain Adaptation with Invariant Representation Learning - What Transformations to Learn?

Explore domain adaptation in machine learning, focusing on invariant representation learning and its challenges. Learn about novel techniques for optimal feature mapping across domains.

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

Convex Optimization I - Lecture 10

Explore advanced convex optimization techniques with Stanford's Stephen Boyd. Delve into complex mathematical concepts and their practical applications in engineering and data science.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Convex Optimization I - Lecture 9

Explore advanced convex optimization techniques with Stanford's Stephen Boyd, focusing on practical applications and theoretical foundations in electrical engineering and beyond.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Convex Optimization I - Lecture 12

Explore advanced convex optimization techniques with Stanford's Stephen Boyd. Delve into complex mathematical concepts and their practical applications in engineering and data science.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

Convex Optimization I - Lecture 11

Explore advanced convex optimization techniques with Stanford's Professor Stephen Boyd, focusing on practical applications and theoretical foundations in electrical engineering.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Convex Optimization I - Lecture 17

Explore advanced convex optimization techniques with Stanford's Stephen Boyd, focusing on practical applications and theoretical foundations in electrical engineering and beyond.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Convex Optimization I - Lecture 16

Explore advanced convex optimization techniques with Stanford's Stephen Boyd, focusing on practical applications and theoretical foundations in electrical engineering and beyond.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Video