Association for Computing Machinery (ACM) Courses

Montage - A Video Prototyping System to Reduce Re-Shooting and Increase Re-Usability

2 reviews

Explore Montage, a video prototyping system that combines video with digital sketches to enhance creation, reuse, and exploration of dynamic interactions in interface design.

• YouTube
• 21 minutes
• On-Demand
• Conference Talk

KDD 2020: Physics Inspired Models in Artificial Intelligence

1 review

Explore the intersection of physics and AI, covering paradigms, generalization, complexity, interpretability, and physics-informed neural networks. Gain insights into the synergy between these fields.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Deep Learning for Sequences in Quantitative Finance

1 review

Overview of deep learning sequence methods in quantitative finance, covering feature extraction, return forecasting, portfolio allocation, and trading execution. Explores applications and challenges in the investment process.

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

Automated Third-Party Library Detection for Android Applications - Are We There Yet?

1 review

Explore automated third-party library detection for Android apps, comparing tools, addressing challenges, and discussing effectiveness, efficiency, and obfuscation-resilient capabilities.

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

Preserving Data Privacy in Federated Learning - Xiaokui Xiao

1 review

Explore privacy-preserving techniques in federated learning, including differential privacy, model privacy, and vertical factory learning, with insights on future developments and challenges.

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

Becoming a Volunteer at ACM SIGCHI

1 review

Explore diverse volunteering opportunities at SIGCHI to strengthen your global network, shape the future of HCI, and contribute to conferences, publications, and committees at any career stage.

• YouTube
• 46 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

KDD TransFAT - Translating Fairness, Accountability, and Transparency - Julia Stoyanovich

Explore ethical AI challenges in automated decision systems, focusing on fairness, accountability, and transparency in hiring processes and beyond.

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

Revisiting Knowledge Graph Completion From a Practical Perspective - Danai Koutra

Explore practical aspects of knowledge graph completion, covering construction, calibration, open-world assumptions, and human-AI collaboration for improved link prediction and triple classification.

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

Semantic Scholar- Tera-Scale NLP to Accelerate Scientific Research--Daniel Weld

Explore Semantic Scholar's AI-powered tools for accelerating scientific research, including adaptive feeds, personalized alerts, and advanced summarization techniques.

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

Towards an Easy-to-use AI Platform - Data, Algorithms, and Systems - Wei Wang

Explore the development of user-friendly AI platforms, covering data preparation, model construction, debugging, and deployment, with a focus on enhancing efficiency and accessibility.

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

Learning Transferable Human Behavior Representations From Sensor Data - Flora Salim

Explore techniques for learning transferable human behavior representations from sensor data, including challenges, preprocessing, and applications in various domains.

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