Association for Computing Machinery (ACM) Courses

Machine Learning and the Earth David Hall

Explore machine learning's potential in addressing urgent global challenges like climate change, with insights on strategies, risks, and implications for various fields.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Graph Mining Hamilton

Learn graph representation techniques for node classification, link prediction, and graph classification. Explore deep learning on graphs, GNNs, and their applications in drug repurposing and recommender systems.

• YouTube
• 43 minutes
• On-Demand
• Free Video

KDD2020 - Transfer Learning Joshi

Explore transfer learning via pre-training, focusing on BERT, span-based efficient pre-training, and ROBERTA. Discover advancements in contextualized representations and future directions in few-shot learning and non-parametric memories.

• YouTube
• 20 minutes
• On-Demand
• Free Video

From SBOM to Trusted Software Supply Chain - How Far Are We?

Explore advancements in software supply chain security, from SBOM to vulnerability management and attack prevention, with insights on future directions and emerging technologies.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Tradeoffs in the Software Workflow

Explore tradeoffs in software workflows, balancing fast releases with best practices. Learn strategies for reducing work-in-progress, optimizing value delivery, and managing technical debt in modern software engineering.

• YouTube
• 58 minutes
• On-Demand
• Free Video

From AI to Eternity - The Future of Artificial Intelligence and Ethics

Explore AI's history, ethics, and future with Dame Wendy Hall. Delve into diversity, government roles, internet evolution, and the societal impacts of AI technology.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Michael Nelson - D-Lib Magazine Pioneered Web-Based Scholarly Communication - Invited Talk

Explore the pioneering role of D-Lib Magazine in web-based scholarly communication, its innovations, and impact on digital libraries and academic publishing.

• YouTube
• 29 minutes
• On-Demand
• Free Video

National Research Data Infrastructure - Keynote

Explore the National Research Data Infrastructure, covering FAIR principles, consortiums, and industry collaboration in the context of open science and data management.

• YouTube
• 45 minutes
• On-Demand
• Free Video

Heike Winschiers Theophilus - Bridging Worlds: Indigenous Knowledge in the Digital World - Talk

Explore the integration of Indigenous knowledge in digital spaces, addressing challenges and proposing innovative solutions for inclusive representation and preservation.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Designing and Building Inclusive, Entry-Level Massive Open Online Courses

Explore strategies for creating inclusive MOOCs, focusing on innovative pedagogy, diverse conceptualization, and operational practices influenced by third-space actors in educational technology.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Meta Transfer Learning for Early Success Prediction in MOOCs

Explore innovative deep learning techniques for predicting student success in MOOCs, focusing on meta transfer learning and attention layers to enhance early intervention strategies.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Digital Education for All - Multi-University Study of Increasing Competent Student Admissions at Scale

Explore strategies for increasing competent student admissions in digital education through a multi-university study, focusing on open university intake and demographic factors.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Visual Data Analysis - How, When, and Why

Explore visual data analysis with experts, discussing its benefits, applications, and effective interface design for complex decision-making in various fields.

• YouTube
• 1 hour
• On-Demand
• Free Video

Addressing Issues of Equity and Youth Agency in Computing Education Through a Graphic Novel

Explore equity and youth agency in computing education through a graphic novel, empowering students and educators to critically engage with technology's ethical complexities and societal impact.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Built for Profit, Repurposed for Research - Using Advertising APIs to Collect Social Media Data

Explore innovative methods for collecting social media data using advertising APIs, focusing on Facebook's audience estimates for research in migration, poverty mapping, and digital gender gaps.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video