Association for Computing Machinery (ACM) Courses

PyTorch - A Modern Library for Machine Learning with Adam Paszke

Explore PyTorch's capabilities in machine learning, from research to production. Learn about its innovative solutions for efficient inference and its versatility across various ML scenarios.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

The New ACM Digital Library - User and Administrator Training

Explore ACM's new Digital Library interface, featuring enhanced search capabilities, user profiles, and administrative tools for efficient access to computing research and publications.

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

Rust - In It for the Long Haul with Carol Nichols

Explore Rust's unique features, evolution, and industry adoption. Learn about memory safety, Rust Editions, and its growing importance in systems programming.

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

Recommender Systems - Beyond Machine Learning with Joe Konstan

Explore advanced recommender systems beyond machine learning, focusing on user behavior and experience. Learn about successes, failures, and innovative approaches to personalization and evaluation.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

A New Golden Age for Computer Architecture

Explore the future of computer architecture with insights on RISC, domain-specific languages, and open-source ecosystems. Learn about emerging opportunities in performance, cost, energy, and security.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

How Will We Teach Machines to Empathize?

Exploring the intersection of architecture, AI, and human-centered design to create empathetic, responsive urban environments that enhance well-being and foster conscious cities.

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

Simulation of Cognitive Agents to Explore Occupants’ Wayfinding Experience in Future Buildings

Explore innovative pre-occupancy simulation tools for designing human-centered buildings, focusing on wayfinding behavior in complex urban structures using interdisciplinary approaches.

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

The Role of Computer Science in Computer Science Education

Exploring computer science's role in CS education, addressing challenges and opportunities in curriculum design, language development, and accessibility for diverse learners.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

A Roadmap for Reverse-Architecting the Brain’s Neocortex

Explore a roadmap for reverse-engineering the neocortex, from biological observations to computational primitives and functional building blocks, towards developing biologically plausible neural networks for unsupervised learning.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

ACM-IMS Interdisciplinary Summit on the Foundations of Data Science

Explore cutting-edge data science topics with leading experts, including deep learning, reinforcement learning, robustness, fairness, and ethics, through keynote talks and panel discussions.

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

Socially Assistive Robotics - SAR - with Maja Matarić

Explore socially assistive robotics: AI-powered machines that motivate and coach humans through social interaction, revolutionizing healthcare, education, and rehabilitation.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Whitfield Diffie - Pioneering Cryptographer and 2015 ACM Turing Award Recipient

Explore cryptography pioneer Whitfield Diffie's life, influences, and contributions to computer security in this insightful interview covering his childhood, education, and career milestones.

• YouTube
• 2 hours 27 minutes
• Self-Paced
• Free Video

Essence in Action with Ivar Jacobson and Brian Kerr

Explore Essence, a new approach to software development that uses card-based games to visualize, organize, and improve team practices. Learn practical applications for enhancing project management and team collaboration.

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

Leslie G. Valiant - Turing Award Lecture 2010

Explore computational learning theory, machine learning, and brain modeling with Leslie G. Valiant, 2010 ACM Turing Award winner, as he discusses his groundbreaking research and insights.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Shafi Goldwasser: Journey from Israel to Turing Award - A Life in Computer Science

Explore Shafi Goldwasser's journey from childhood in Israel to becoming a pioneering computer scientist, covering her education, influences, and experiences that shaped her career.

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