Alan Turing Institute Courses

Causal Inference for Individualized Treatment Effects - From Theory to Algorithms

Explore cutting-edge applications of causal inference in data science for individualized treatment effects, bridging theory and practical algorithms in economic research and policy-making.

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

Data Debate - Cities – Smart or Sinister?

Exploring the impact of AI on urban development, this debate examines the benefits and risks of smart cities, addressing privacy concerns, ethical implications, and societal consequences.

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

Empowering Autistic People Through Citizen Science

Explore how citizen science can empower autistic individuals and create inclusive public spaces. Learn about ethical data sharing and city design improvements to enhance the lives of autistic people.

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

Efficient and Effective Calibration of Spatio-Temporal Models - Dan Williamson & James Salter, Exeter

Explore efficient calibration techniques for spatio-temporal models, focusing on uncertainty quantification and Gaussian Process emulation in complex physical systems like climate and natural disasters.

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

Deep and Multi-Fidelity Learning with Gaussian Processes

Explore uncertainty quantification using Gaussian Process emulators for complex systems, focusing on deep learning and multi-fidelity approaches in climate, tsunami, and earthquake modeling.

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

High-Dimensional Hierarchical Models for Large-Scale Geophysical Applications

Explore high-dimensional hierarchical models for geophysical applications, focusing on uncertainty quantification and Gaussian Process emulation in complex physical systems.

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

Some Thoughts on Gaussian Processes for Emulation of Deterministic Computer Models

Explore Gaussian Process emulators for complex computer models in uncertainty quantification, focusing on theoretical aspects and applications to climate, tsunami, and earthquake problems.

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

On Your Mark, Get Set, Go! Data Scientists Making Platforms for Your Exercise Data

Explore how data scientists create platforms to analyze exercise data from wearable devices, showcasing trackeRapp for tracking running, cycling, and swimming activities.

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

Building Scalable Businesses From Within Academia

Discover how the Creative Destruction Lab supports AI startups through mentorship and short-term objectives. Learn about entrepreneurship opportunities for researchers in data science and AI.

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

Security in the Cloud - Jon Crowcroft

Explore cloud computing security challenges and innovative solutions using trusted computing hardware to create a secure big data platform for confidential and integral cloud operations.

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

Turing Lecture - Regulating Unreality - Deepfakes, Revenge-Pornography & Fake News

Explore the societal implications of deepfakes, including revenge porn and fake news, and discuss potential regulatory approaches to combat the spread of AI-generated misinformation.

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

Transforming Medicine Through AI-Enabled Healthcare Pathways

Explore AI's potential to revolutionize medicine through advanced data analysis, personalized care, and interdisciplinary collaboration, addressing technical and practical challenges in healthcare.

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

Two Decentralised Learning Problems - Sketching and Policy Evaluation - Justin Romberg, Georgia Tech

Explore cutting-edge decentralized learning techniques in sketching and policy evaluation with Justin Romberg from Georgia Tech. Gain insights into advanced mathematics for data science.

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

Deep Dictionary Learning Approaches for Image Super-Resolution - Pier Luigi Dragotti, Imperial

Explore cutting-edge deep dictionary learning techniques for image super-resolution with Pier Luigi Dragotti from Imperial College, bridging mathematics and data science in this advanced workshop.

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

At Scale Anomaly Detection for Enterprise Security - Joshua Neil, Microsoft

Explore scalable anomaly detection for enterprise cybersecurity with Microsoft's Joshua Neil. Learn about real-time telemetry, unsupervised learning, and post-breach detection techniques.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video