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

How Big Data Has Transformed and Is Transforming Geophysics

Explore the transformation of geophysics through big data with Professor Kathy Whaler from the University of Edinburgh, in this less than 1-hour offering from the Alan Turing Institute.

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

Parsimonious Representations in Data Science - Dr. Armin Eftekhari, University of Edinburgh

Explore data science with Dr. Armin Eftekhari from the University of Edinburgh, focusing on geometric structure in data, linear subspace models, and principal component analysis.

• YouTube
• 1 hour 53 minutes
• On-Demand
• Free Online Course

Time Series Class - Part 1 - Dr Ioannis Papastathopoulos, University of Edinburgh

Learn about time series, ARMA models, and state-space models in a 1-2 hour program by Dr. Ioannis Papastathopoulos from the University of Edinburgh and Alan Turing Institute.

• YouTube
• 1 hour 50 minutes
• On-Demand
• Free Online Course

Transparency in Algorithmic Decision-Making - Karen Yeung, Birmingham Law School

Explore the implications of GDPR and algorithmic decision-making with Karen Yeung from Birmingham Law School in this less than 1-hour material from Alan Turing Institute.

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

Data Protection Issues on the Horizon - Michael Veale, UCL

Explore data protection issues with Michael Veale from UCL, in a short program by Alan Turing Institute. Learn about GDPR, privacy concepts, and enhancing technologies.

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

The Primitives of Legal Protection Against Data Totalitarianisms - Professor Mireille Hildebrandt

Explore the implications of GDPR and automated decisions on law and rule of law with Professor Mireille Hildebrandt from the Alan Turing Institute. Less than 1-hour workload.

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

Responding to Complexity - Modelling and Organising Climate Data in CMIP6 - Dr Jeremy Walton

Learn to model and organize climate data with Dr. Jeremy Walton from the Alan Turing Institute. Understand CMIP6, UK-CMIP6 models, and data processing in under an hour.

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

Data Science and Data System - Dr. Amy Braveman, NASA Jet Propulsion Laboratory

Learn from NASA's Principal Statistician, Dr. Amy Braveman, about data science applications in climate and environmental studies in this less than 1-hour event by Alan Turing Institute.

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

Climate Data Science: A Tour - Professor Doug Nychka, National Center for Atmospheric Research

Learn from Prof. Doug Nychka at the Alan Turing Institute about climate data science, including climate modeling, earth observation, and data analysis. Less than 1-hour workload.

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

Time Series Class - Part 1 - Dr. Ioannis Papastathopoulos, University of Edinburgh

Explore time series basics, ARMA models, state-space models, and recurrent neural network applications with Dr. Ioannis Papastathopoulos from the University of Edinburgh.

• YouTube
• 1 hour 51 minutes
• On-Demand
• Free Online Course

Time Series Class - Part 2 - Professor Chris Williams, University of Edinburgh

Learn about time series, ARMA models, state-space models, and recurrent neural networks from Professor Chris Williams at the Alan Turing Institute.

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

Accelerating Research with Microsoft Azure - Dr. Kenji Takeda, Microsoft

Explore cloud computing with Microsoft Azure for data science research in this under 1-hour session by Alan Turing Institute. Learn through hands-on labs on AI, machine learning, and more.

• YouTube
• 46 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