Algorithmic Design Courses and Certifications

Simons Institute

Algorithmic Opportunities in Matching Markets

Explore algorithmic opportunities in matching markets, focusing on innovative approaches and their potential impact on economic efficiency and social welfare.

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

Association for Computing Machinery (ACM)

The Distributive Effects of Risk Prediction in Environmental Compliance - Algorithmic Design, Environmental Justice, and Public Policy

Explore the impact of risk prediction algorithms on environmental compliance, justice, and policy. Uncover the distributive effects and implications for algorithmic design in environmental regulation.

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

Coursera

Algorithmic Solutions: Design, Problem Solving, Reporting

28 ratings at Coursera

Develop optimized algorithms and enhance problem-solving skills through practical examples. Learn to approach complex challenges, implement efficient solutions, and effectively communicate results.

• Coursera
• 1 hour 51 minutes
• Self-Paced
• Paid Course

Web Conferences Amsterdam

Flexbox Holy Albatross - Algorithmic Layouts and Design Systems

Explore the Flexbox Holy Albatross technique for algorithmic layouts and its integration into design systems using custom elements, presented by Heydon Pickering at CSS Day 2019.

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

Association for Computing Machinery (ACM)

Beyond Algorithmic Scapegoating - Fostering Cultures of Algorithmic Responsibility Through Administrative Law and Design

1 rating

Explore algorithmic responsibility in administrative law and design, addressing challenges, interventions, and strategies for fostering public participation in technology governance.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Conference Talk

Association for Computing Machinery (ACM)

Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness

Explore the intersection of machine learning and mechanism design to address algorithmic fairness challenges in AI systems, focusing on innovative approaches and ethical considerations.

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

Association for Computing Machinery (ACM)

Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making

Exploring challenges and design opportunities for fairness and accountability in algorithmic public sector decision-making, with insights from machine learning practitioners across OECD countries.

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

Google TechTalks

Algorithmic Contract Design

Explore computational approaches to contract design, examining how to incentivize agents through algorithmic solutions in microeconomic frameworks with combinatorial extensions.

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

Simons Institute

Algorithmic Mechanism Design with Investment

Explore approximation algorithms for knapsack problems, focusing on allocation efficiency and investment incentives in mechanism design without confirming negative externalities.

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

Rhode Island School of Design

Computing Form and Shape: Python Programming with the Rhinoscript Library

1 rating

Explore Python programming with Rhinoscript to create and manipulate 3D forms. Learn algorithmic design techniques for digital drawing, modeling, and projection in architecture, art, and design.

• Kadenze
• 40 hours
• Self-Paced
• Free Online Course

Explore creative coding with Wolfram Language to produce visual art, poetry, audio, and games. Develop your artistic potential through hands-on projects using built-in functions and the Notebook interface.

• Wolfram U
• 2 hours
• Self-Paced
• Free Certificate

Coding Train

Coding in the Cabana - Marching Squares

Explore the Marching Squares algorithm and its application to Open Simplex Noise in Processing, covering 2D grid creation, isoline visualization, and noise-based point generation.

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

Grasshopper Tutorials

Thallus 3D Printed Sculpture With Kangaroo Physics - Grasshopper Tutorial

Explore 3D-printed Thallus sculpture creation using differential growth algorithms and Kangaroo Physics in Grasshopper, focusing on structural connections and pattern tweaking.

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

USENIX

Configanator - A Data-driven Approach to Improving CDN Performance

Explore a data-driven approach to optimize CDN performance by dynamically configuring web server parameters based on network and device characteristics, improving tail web performance by 32-67%.

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

Paul G. Allen School

2019 ADSI Summer Workshop- Algorithmic Foundations of Learning and Control

Explore advanced techniques in reinforcement learning, focusing on randomized value functions and their applications in exploration strategies for complex decision-making problems.

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