Association for Computing Machinery (ACM) Courses

Embracing the Human in HCI - Co-design, Collaboration, and Culture Change

Explore interdisciplinary co-design practices to develop systems that fully support people's technological needs, emphasizing human experience, collaboration, and cultural shifts in research and design across disciplines.

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

Challenges and Opportunities in Responsible AI

Explore challenges and opportunities in responsible AI development, focusing on human-centered approaches, cultural shifts, and tooling advances to address risks and ensure societal benefits.

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

Software Engineering at Google

Explore Google's software engineering principles: time, scale, and tradeoffs. Learn sustainable practices for maintaining large codebases and managing change in long-term projects.

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

The Art of Concurrency in Go

Explore Go's concurrency through hands-on coding of a network utility. Learn best practices, avoid pitfalls, and gain practical understanding of Go's powerful concurrency mechanisms.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

Cost-Effective Updating of Distributed Reordered Indexes

Explores cost-effective methods for maintaining and updating distributed reordered indexes in growing document collections, focusing on efficiency gains in query execution time and index size reduction.

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

MeSH Term Suggestion for Systematic Review Literature Search

Explores methods for suggesting MeSH terms to enhance Boolean queries in systematic review literature searches, evaluating their effectiveness in improving search results and query construction.

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

Maximizing the Potential of Documents, NLP, and AI - Technical and Non-technical Challenges

Explore technical and non-technical challenges in maximizing document potential with NLP and AI, focusing on SEEK's employment marketplace and innovative solutions for data processing and team organization.

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

Celebrating Technology Leaders - Machine Learning Careers: Looking Beyond the Hype

Insightful discussion on machine learning careers, exploring the gap between hype and reality, problem identification, success metrics, and navigating the evolving ML landscape with expert panelists.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Data-Centricity - A Challenge and Opportunity for CS Education, by Shriram Krishnamurthi

Exploring data-centric approaches in computing education, emphasizing curricular innovations at university and school levels to adapt to the data-driven landscape of modern computing.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

The Essence of Software - Why Systems Often Fail by Design, and How to Fix Them

Explore software design flaws, their impact on user experience, and innovative solutions using concept-based approaches. Learn to create more intuitive and effective systems.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Machine Learning for Algorithm Design

Explore data-driven algorithm design using machine learning, combining theoretical foundations with practical applications to improve performance for various combinatorial problems.

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

Getting Started with Kubernetes

Learn Kubernetes fundamentals, its role in cloud-native infrastructure, and career implications. Explore containers, microservices, and practical applications with expert Nigel Poulton in this comprehensive introduction.

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

Applied Data Science for Predictive Time Series Analytics - Nesime Tatbul

Explore predictive time series analytics, focusing on anomaly detection and explanation techniques, with insights on evaluation tools and real-world applications in cloud observability.

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

Challenges and Solutions in Industry Scale Data and AI Systems - Yangqing Jia

Explore industry-scale data and AI systems challenges, focusing on Alibaba's technologies like big data infrastructure, autonomous computing, and AI engineering for recommendation systems and digital twins.

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

Transfer Learning Larochelle

Transfer learning techniques for deep learning, including few-shot learning, fine-tuning, and universal representations, with a focus on addressing limited labeled data challenges.

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