Association for Computing Machinery (ACM) Courses

Luis von Ahn: Pioneering Crowdsourcing and Language Learning with Duolingo

Pioneering crowdsourcing: From reCAPTCHA to Duolingo. Insights on harnessing collective intelligence for free language learning, tech entrepreneurship, and the impact of accessible education.

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

Learning from Data: The Two Cultures

Explore statistical and task modeling approaches in AI, their strengths, limitations, and the importance of integrating principles from both cultures for more robust and responsible machine learning.

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

Deep Learning and Software Engineering - A Retrospective and Paths Forward

Explore deep learning's impact on software engineering, including code suggestion and program repair. Discover current research, challenges, and future directions in this emerging field.

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

Advanced Tutorials - Runtime Analysis of Population-Based Evolutionary Algorithms

Explore advanced techniques for runtime analysis of population-based evolutionary algorithms, covering selection mechanisms, random family trees, and level-based analyses to optimize algorithm performance.

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

AI-Generating Algorithms - A Unique Opportunity

Explore AI-generating algorithms as a path to general AI, focusing on meta-learning architectures, learning algorithms, and effective environments. Discover unique opportunities for evolutionary RL research.

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

Understanding Parameter Spaces Using Local Optima Networks

Explores using Local Optima Networks to analyze parameter landscapes of Particle Swarm Optimization, revealing complex structures influenced by underlying objective functions.

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

Turing Award Recipient Dana S. Scott - Reflections on Logic and Computer Science - Part 4

Explore Dana S Scott's contributions to computer science, including his work on LCF, Scott Domains, and Category Theory Type Theory, in this insightful interview segment.

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

Why AI is Harder Than We Think

Explore AI's challenges and misconceptions with Melanie Mitchell, delving into fallacies, overconfident predictions, and the complexities of intelligence. Gain insights on creating more robust, general, and adaptable AI systems.

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

PODC 2021 - Restorable Shortest Path Tiebreaking for Edge-Faulty Graphs

Explore restorable shortest path tiebreaking in edge-faulty graphs, discussing lemmas, symmetry, consistency, and potential applications in network routing and fault tolerance.

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

Good-Case Latency of Byzantine Broadcast: A Complete Categorization

Explore the complete categorization of good-case latency in Byzantine broadcast, covering synchrony, partial synchrony, and asynchronous scenarios in state machine replication.

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

Learning Symbolic Equations with Deep Learning

Explore deep learning techniques to extract symbolic equations from Graph Neural Networks, with applications in physics and cosmology. Discover novel analytic formulas and improve model interpretability.

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

Supreme Court's Van Buren Ruling on the CFAA - Implications and Analysis

Explore the Supreme Court's Van Buren ruling on CFAA with legal experts, discussing its implications for access, privacy, and technology policy.

• YouTube
• 1 hour 32 minutes
• Self-Paced
• Free Video

Automated Implementation of Windows-Related Security-Configuration Guides

Explore automated implementation of Windows security guides using NLP and verification techniques. Learn about extraction, research questions, and current limitations in this field.

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

The Big Promise of Big Data Analytics - ACM WomENcourage 2020

Explore intelligent data tools bridging users and data. Learn about natural language queries, clarifications, and recommendations for effective data exploration and analysis.

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

AI- From Algorithms to Ethics - ACM WomENcourage 2020

Explore AI agents designed for human interaction, combining machine learning, behavioral models, and game theory. Learn about applications in emergency triage and evaluation methodologies.

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