Optimization & Operations Research Courses and Certifications

NDC Conferences

C++ Performance and Optimisation

Explore C++ performance optimization techniques, covering design issues, data structures, memory allocation, modern CPUs, move semantics, and string handling, with practical examples and measurement strategies.

• YouTube
• 44 minutes
• Self-Paced
• Conference Talk

NDC Conferences

Fun with Algorithms

Explore problem-solving techniques, data structures, and algorithms in this engaging talk. Learn how to approach coding challenges and optimize solutions, reigniting your passion for programming.

• YouTube
• 51 minutes
• Self-Paced
• Conference Talk

JSConf

We Live in Memory - Making λ and GraphQL Respond in 70ms

Explore optimizing λ and GraphQL for lightning-fast 70ms responses, covering functions, APIs, databases, and deployment tools in this technical deep dive.

• YouTube
• 28 minutes
• Self-Paced
• Conference Talk

Finnish Center for Artificial Intelligence FCAI

AI for Sustainable Logistics and Supply Chain Management

2 ratings

Explore AI's role in sustainable logistics and supply chain management, covering CO2 reduction, efficiency, optimization, resilience, and security from academic and industry perspectives.

• YouTube
• 2 hours 2 minutes
• Self-Paced
• Free Video

Devoxx

Genetic Algorithms in Go

1 rating

Explore genetic algorithms through examples like evolving Shakespeare's phrases and Mona Lisa's image. Learn about natural selection-based metaheuristics and their applications.

• YouTube
• 31 minutes
• Self-Paced
• Conference Talk

Confreaks

Simulated Annealing: The Most Metal Algorithm Ever - Lecture

1 rating

Explore simulated annealing algorithm for near-optimal solutions in constrained optimization problems, inspired by metallurgy and applicable to Ruby apps.

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

Mathematical Oncology

Computing Stackelberg Equilibrium for Cancer Treatment

1 rating

Discover how Stackelberg equilibrium models optimize cancer treatment strategies through game theory and computational approaches.

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

MITCBMM

Automation of AI

1 rating

Explore AI automation, industry applications, and optimization strategies with IBM Research expert Lisa Amini in this insightful talk on advancing artificial intelligence.

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

Stochastic Learning Dynamics and Generalization in Neural Networks

Explore stochastic learning dynamics and generalization in neural networks, uncovering key insights into their behavior and performance in various applications.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Practical Questions and Unexpected Answers in Network Synchronization - Optimization and Control

Explore network synchronization optimization and control, covering cardiac pacemakers, E. coli cell cycles, and Kuramoto oscillators. Discover strategies for optimal network structures and frequency-synchronized states.

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

Connectivity and Trees - Lecture 13

Explore graph connectivity and tree structures through optimization problems like finding shortest and fastest routes in this MIT mathematics lecture.

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

Bounded Rationality in Industrial Organization - Lecture 20

Explore bounded rationality and its impact on decision-making processes. Gain insights into how individuals make satisfactory choices rather than optimal ones in complex situations.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

Scaling Rules for Optimization - Lecture 7

Explore neural computation from a spectral perspective and master scaling rules for transferring hyperparameters across network width and depth in deep learning optimization.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Metrized Deep Learning - Lecture 23

Explore Jeremy Bernstein's research on metrized deep learning, covering modular neural network design, optimization theory, scaling principles, and duality concepts.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Duality in Linear Programming - Lecture 13

Explore duality concepts in linear programming, including dual formulation for arbitrary programs, complementary slackness, physics-inspired strong duality proofs, and Koenig's theorem applications.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video