Alan Turing Institute Courses

The Potential for AI in Medicines Optimization and Prescribing Improvement

Explore AI's potential in improving medication prescribing and optimisation, focusing on reducing errors and enhancing patient care in long-term conditions management.

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

Public Attitudes Towards AI in the UK - Survey Findings and Discussion

Explore key findings from a UK survey on public awareness, experiences, and attitudes towards AI uses, including views on regulation and governance.

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

Digital ID Litigation and Dual Use - Data Rights and Legal Challenges

Explore digital ID litigation, dual-use technology, and data rights. Examine key findings, patterns, and disconnects in this critical area of technological development and policy.

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

Spatial Causal Inference and Neighborhood Effects

Explore spatial causal inference, interference problems from social interactions, and neighborhood effects in multilevel analyses. Examine agent-based models to question area-level effects and their causal interpretations.

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

Digital Twins in Engineering: From Air Pollution to Cardiology - Day 3

Advancing digital twins: Experts explore foundational aspects, research challenges, and key applications, bridging data-driven and mechanistic modeling for engineering and scientific domains.

• YouTube
• 2 hours 58 minutes
• Self-Paced
• Free Video

Digital Twins Workshop: Mathematical and Statistical Foundations - Day 2

Advancing digital twins through expert talks on stochastic integration, neural surrogates, PDE-constrained optimization, inverse optimal transport, and Markov Chain Monte Carlo methods.

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

Digital Twins Workshop: Foundations and Challenges - Day 1

Advancing digital twins research: Experts explore Bayesian inference, irregular posteriors, and geophysical applications in this foundational workshop for data-driven engineering.

• YouTube
• 1 hour 57 minutes
• Self-Paced
• Free Video

Nature Reviews Physics - Science in the Age of Large Language Models

Explore the impact of Large Language Models on scientific research and publishing, discussing challenges, opportunities, and future implications for the field.

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

How to Regulate Foundation Models: Beyond the EU AI Act

Exploring governance of large AI models, examining unique features, legal issues, and the EU AI Act's risk-based approach. Expert panel discusses ethical and regulatory challenges.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

Immersive Analytics and Embodied Sensemaking

Explore emerging display and interaction technologies for data visualization, focusing on immersive analytics and embodied sensemaking techniques to enhance data understanding and analysis.

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

Exploring High Dimensional Data in Astronomy, Genomics and Beyond Using Glue

Discover "glue," a powerful analysis/visualization tool for exploring diverse datasets across fields. Learn its origins, capabilities, and applications in astronomy, genomics, and beyond.

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

Vega: Layered Abstractions for Data Visualizations

Explore Vega's ecosystem of declarative visualization languages and interactive tools for creating rich, interactive visualizations with layered abstractions and flexible designs.

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

Convergence of Denoising Diffusion Models Under the Manifold Hypothesis

Explores theoretical analysis of denoising diffusion models, providing convergence results for data distributions on lower-dimensional manifolds or empirical distributions, with quantitative bounds on Wasserstein distance.

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

Langevin Monte Carlo: Randomized Midpoint Method Revisited

Explore advanced Langevin Monte Carlo techniques, focusing on the Randomized Midpoint method's superior sampling error guarantees and recent improvements for high-dimensional target distributions.

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

From Denoising Diffusion Models to Transport for Generative Modeling and Inference

Explore advanced generative modeling techniques, from denoising diffusion models to transport-based approaches, focusing on diffusion Schrödinger bridge and its numerical approximation for improved inference.

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