Alan Turing Institute Courses

Understanding Traffic with Open Data and Visualization

Exploring innovative data science approaches to optimize urban traffic using crowd-sourced data and visual analytics tools, aiming to improve infrastructure performance without major investments.

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

Deep Spectral Graph Matching

Explore high-level computer vision and machine learning concepts with a focus on deep spectral graph matching techniques, presented by an expert in the field.

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

Adaptive Sampling via Sequential Decision Making - András György

Explore adaptive sampling methods using multi-armed bandit algorithms and MCMC samplers to optimize resource allocation and improve sample quality in machine learning applications.

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

Data and Inequality Seminar - We the Users

Explores the impact of dominant technologies on society, questioning their effects on diverse communities and proposing a human-centered approach to digital innovation.

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

A Full Classification of Finite Adversarial Partial Monitoring - Tor Lattimore

Explore finite adversarial partial monitoring, its classification, and implications for multi-armed bandit problems and full-information games. Learn about regret dependence on game structure.

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

Mirrored Langevin Dynamics - Ya-Ping Hsieh

Explore posterior sampling in constrained distributions, focusing on Latent Dirichlet Allocation. Learn about a unified framework for deriving novel sampling schemes with improved convergence rates.

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

Building Efficient Learning Algorithms: A Computational Regularization Perspective - Lorenzo Rosasco

Explore efficient learning algorithms through a computational regularization lens. Unify algorithmic tricks in least squares learning for accuracy and resource efficiency.

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

Who Needs Kernels Anyway? - Mark Herbster

Explore online matrix prediction and its applications in biclustering, with an algorithm that scales efficiently based on margin complexity.

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

Changing People's Relationship with the BBC by Doing Data Science

Explore how data science is transforming BBC News, enhancing audience engagement, and driving newsroom innovation. Learn about ethical ML applications in broadcasting and media.

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

Exploring Foundation Models - Session 3

Dive into the world of foundation models with experts Anthony Cohn and Yarin Gal, exploring cutting-edge developments and implications in artificial intelligence.

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

Exploring Foundation Models - Session 1

Dive into foundation models with experts discussing their impact, challenges, and future potential in AI research and applications.

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

Uncovering Data Injustice - Global Perspectives on Technology and Social Justice

Exploración global de injusticias en tecnologías basadas en datos, examinando impactos en la economía gig, representación, abuso en línea y filtraciones de datos sensibles para promover un uso más justo y ético.

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

How to Speak Whale - Decoding Animal Communication

Explore advances in decoding animal communication, focusing on whales. Learn how machine learning tools are revolutionizing our understanding of underwater language and animal intelligence.

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

Harmful Speech and Content Moderation Preferences on Social Media

Explore social media content moderation preferences and strategies for addressing harmful speech, with insights from digital governance expert Professor Yannis Theocharis.

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

Text Classification for Detecting Populist Speech in Tweets

Explore techniques for detecting populist speech in tweets using text classification methods, with insights from Dr Riza Batista-Navarro of the University of Manchester.

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