Alan Turing Institute Courses

Machine Learning Analysis of Chaos and Vice Versa - Edward Ott, University of Maryland

Exploring machine learning's effectiveness in analyzing chaotic systems and vice versa. Covers short-term forecasting, ergodic properties, Lyapunov exponents, and the interplay between chaos theory and ML in understanding complex dynamical systems.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Deep Learning Volatility - Blanka Horvath, Kings College London

Explore deep learning for option pricing and calibration, including neural network perspectives, rough volatility, and model recognition in financial mathematics.

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

Glimpsing Our AI Future - Howard Covington, The Alan Turing Institute

Explore AI's impact on industries, economies, and society with insights on technological advancements, global competition, and ethical considerations in this forward-looking talk.

• YouTube
• 1 hour 23 minutes
• On-Demand
• Free Video

Information Manipulation - How the Media Ecosystem Is Being Gamed and Exploited - Craig Silverman

Explore how digital media is manipulated, from Russian trolls to ad fraud, and learn strategies to reclaim the information space from frauds and fakers in this eye-opening talk.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Be Prepared to Show Your Working! - Professor Sir David Spiegelhalter

Explore algorithmic decision-making transparency, validation, and explainability with Professor Spiegelhalter. Learn about the importance of demonstrating trustworthiness and intelligent transparency in automated advice systems.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Mean Field Games and Smart Grids - Distributed Control Solutions for the Future Power Network

Explore mean field games for distributed control in smart grids, covering energy arbitrage, thermostatically controlled loads, and transmission expansion planning. Gain insights into optimizing future power networks.

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

Role of Flexible Demand Technology in Modern Electricity Markets - A Game-Theoretic Perspective

Explores flexible demand technology's role in modern electricity markets using game theory, focusing on decarbonization challenges, system benefits, and impacts on market dynamics and investment planning.

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

Managing Grid Frequency Using Noisy On-Off Appliances - Simon Tindemans, Imperial

Explore innovative techniques for managing grid frequency using household appliances, focusing on flexible refrigeration and stochastic balancing in power systems.

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

An Optimization Perspective on Mean-Field Games - Wei Zhang, Ohio State University

Explore mean-field games from an optimization perspective, covering theory, applications in energy and environment, and connections to distributed optimization problems.

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

Modelling Passenger Behaviour on the Underground

Explore passenger behavior modeling on the London Underground, covering disruption response and causal models for complex systems with heterogeneous data and practical implications.

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

Artificial Intelligence and Society - In Conversation With Jeff Sachs

Exploring AI's societal impact, Jeff Sachs discusses potential utopian and dystopian outcomes, emphasizing the importance of governance in shaping the future of technology and its effects on work, wealth, and privacy.

• YouTube
• 1 hour 38 minutes
• On-Demand
• Free Video

Championing Equality, Diversity and Inclusion in STEM - Ozak’s Perspective - Dr Ozak Esu

Explore equality, diversity, and inclusion in STEM through Dr. Ozak Esu's personal journey, challenges faced by underrepresented groups, and strategies for creating a more inclusive environment in scientific fields.

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

Statistics in Cyber-Security - Dr Nick Heard, Imperial College London

Explore statistical approaches for cyber-security, from micro-level models to full network graph representations, to identify illegitimate network activity using enterprise data sources.

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

Data Debate - Cyber Attacks: Is Artificial Intelligence the New Defence?

Explore the evolving landscape of cyber threats and AI's potential role in defense. Expert panel discusses challenges, implications, and strategies for securing cyberspace in an era of rapid technological change.

• YouTube
• 1 hour 54 minutes
• On-Demand
• Free Video

Data-Centric Engineering in Aero-Engines - Pranay Seshadri, Cambridge

Explore data-centric engineering in aero-engines, covering blade design, uncertainty estimation, and computational fluid dynamics for improved performance and reduced costs in aerospace.

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