Alan Turing Institute Courses

Counterfactual Prediction in Transport Modelling - Ricardo Silva & Charisma Choudhury

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Explore AI prediction algorithms and their 'what if' capabilities in transport modelling with this short workshop from the Alan Turing Institute. Learn about causal inference and its applications in decision-making.

• YouTube
• 24 minutes
• On-Demand
• Free Online Course

Privacy-Preserving Information Sharing - Tools and Applications

Learn about privacy-preserving information sharing from Dr. Emiliano De Cristofaro at the Alan Turing Institute. The material, requiring 1-2 hours, covers secure computation, private set intersection, and more.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Online Course

Solving Private Set Intersection via Cuckoo Hashing - Benny Pinkas, Bar-Ilan University, Israel

Explore Private Set Intersection (PSI) protocols and applications with Benny Pinkas from Bar-Ilan University, Israel. Learn about Cuckoo hashing in this under 1-hour material from Alan Turing Institute.

• YouTube
• 1 hour
• On-Demand
• Free Online Course

Software Engineering for Research - Dr. James Hetherington, Turing

Learn key aspects of research software engineering like testing, version control, and documentation in this 2-3 hour program from the Alan Turing Institute.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Online Course

Social Network Analysis - Introduction to Structural Thinking

Explore social network analysis with Dr. Bernie Hogan from the University of Oxford. Learn about preferential attachment, small worlds, and more in this 2-3 hour program by the Alan Turing Institute.

• YouTube
• 2 hours 23 minutes
• On-Demand
• Free Online Course

Making Machines That See - Geometry, Uncertainty and Deep Learning

Explore computer vision and robotics with Professor Cipolla from the Alan Turing Institute. Learn about 3D shape recovery, object detection, and real-time deep learning systems in under an hour.

• YouTube
• 46 minutes
• On-Demand
• Free Online Course

Artificial Intelligence per Kilowatt-Hour - Max Welling, University of Amsterdam

Explore AI efficiency with Max Welling from the University of Amsterdam and Alan Turing Institute. Learn about compressing neural nets, low bit precision computing, and spiking neural networks in under an hour.

• YouTube
• 55 minutes
• On-Demand
• Free Online Course

Language Learning in Humans and Machines - Making Connections to Make Progress

Explore language learning in humans and machines with Dr. Sharon Goldwater from the Alan Turing Institute. Understand how human-like learning biases can improve computational systems. Less than 1-hour workload.

• YouTube
• 46 minutes
• On-Demand
• Free Online Course

Counterfactual Fairness

Explore counterfactual fairness in machine learning with Dr. Matt Kusner from the Alan Turing Institute. Learn to model fairness using causal inference tools in under an hour.

• YouTube
• 46 minutes
• On-Demand
• Free Online Course

Machine Learning and Data Science for Medicine - A Vision, Some Progress and Opportunities

Explore machine learning and data science in medicine with Oxford's Professor van der Schaar. Learn about AutoPrognosis, a method for creating personalized medical models, in this short program by Alan Turing Institute.

• YouTube
• 46 minutes
• On-Demand
• Free Online Course

Steps Toward Robust Artificial Intelligence - Thomas G Dietterich, Oregon State University

Explore robust AI technologies with Thomas G Dietterich from Oregon State University. Learn about threats, probabilistic inference, robust optimization, and more in this 1-2 hour program by Alan Turing Institute.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Online Course

Optimisation - An Introduction: Professor Coralia Cartis, University of Oxford

Learn optimization, algorithm development, and analysis from Prof. Coralia Cartis of the University of Oxford in this 2-3 hour program offered by the Alan Turing Institute.

• YouTube
• 2 hours 31 minutes
• On-Demand
• Free Online Course

Systems and Security - Advanced

Explore system architectures, performance, and security concerns with Prof. Jon Crowcroft from the University of Cambridge. Learn static analysis, debugging, and optimization in a 2-hour session.

• YouTube
• 1 hour 39 minutes
• On-Demand
• Free Online Course

Poisson Random Fields for Dynamic Feature Models

Explore dynamic feature models with Valerio Perrone from the Alan Turing Institute. Learn about the Wright-Fisher Indian Buffet Process and its application in topic modelling. Less than 1-hour workload.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

Learning Automata with Hankel Matrices - Borja Balle, Amazon Research Cambridge

Explore the use of Hankel matrices in automata learning with this under 1-hour material from Alan Turing Institute. Gain a unified view of various learning algorithms and engage in discussions.

• YouTube
• 41 minutes
• On-Demand
• Free Online Course