Alan Turing Institute Courses

Counterfactual Prediction in Transport Modelling - Ricardo Silva & Charisma Choudhury

1 review

Explore counterfactual prediction in transport modeling, enhancing decision-making capabilities through causal inference and machine learning for 'what if' scenarios and fairness considerations.

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

Engineering the Future of Medicine - The Turing Lectures

1 review

Explore cutting-edge machine learning applications in biomedical data interpretation, from cellular analysis to surgical skill assessment, with renowned engineer René Vidal.

• YouTube
• 1 hour 27 minutes
• On-Demand
• Free Video

But Did He Carry a Gun? State-Building, Identity, and the Rise of Digital

Explore state-building, identity, and digital technology's impact on power dynamics and citizen experiences in modern governance systems.

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

Data Literacy and the Role of the Visualization Designer

Explore data literacy's importance and the visualization designer's role in effective data comprehension. Learn key aspects of impactful visualizations and industry challenges through real-world examples and expert insights.

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

Machine Learning in Condensed Matter and Materials Physics

Explore machine learning applications in condensed matter physics, from electronic simulations to material engineering. Discover how ML enhances computational methods and enables new physical insights for exotic materials.

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

AIUK 2022 Workshop - RADDISH: Real-Time Data Assimilation for Digital Twins

Explore real-time data assimilation for digital twins using particle filtering techniques, with interactive demonstrations and discussions on parallelization, future applications, and implementation challenges.

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

AIUK 2022 Workshop - ExplAIN: AI Explainability in Practice

Explore AI explainability principles, biases, and ethical considerations in recruitment through an interactive workshop on practical implementation and fairness.

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

AIUK 2022 Workshop - IceNet: Deep Learning Framework for Sea Ice Forecasting

Deep learning framework for Arctic sea ice forecasting, exploring IceNet's model, pipeline, and ecosystem. Insights into data processing, visualization, and real-world applications.

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

AIUK 2022 Workshop - Equadratures: The Open Source Model Development Platform

Explore Equadratures, an open-source platform for model development. Learn about polynomials, variable projection, and applications in this interactive workshop from the Alan Turing Institute.

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

The Turing Way- Investing in Human Infrastructure

Explore collaborative research practices, career pathways, and tools in data science through The Turing Way project. Learn about open science, reproducibility, and community-driven knowledge sharing.

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

AIUK 2022 Workshop - Raphtory: Real-Time Graph Analytics

Explore real-time graph analytics with Raphtory, covering social networks, time-based graphs, and advanced features like historical properties and query languages.

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

Scoring Systems - At the Extreme of Interpretable Machine Learning - Cynthia Rudin - Duke University

Explore interpretable machine learning for high-stakes decisions. Learn about optimal scoring systems, their applications in healthcare and criminal justice, and the importance of transparency in AI models.

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

Model Based Deep Learning - Applications to Imaging and Communications - Yonina Eldar

Explore model-based deep learning for imaging and communications, merging parametric models with optimization tools for efficient, interpretable networks applicable to various real-world problems.

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

Recent Progress in Predictive Inference - Emmanuel Candes, Stanford University

Emmanuel Candes discusses novel calibration techniques for machine learning predictions, addressing issues like false discovery rate control and adaptive conformal inference to handle distribution shifts.

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

Human-Compatible Artificial Intelligence - Stuart Russell, University of California

Stuart Russell explores the potential and risks of AI surpassing human capabilities, proposing a fundamental shift in AI development to ensure beneficial outcomes and addressing key ethical and philosophical questions.

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