Alan Turing Institute Courses

Breaking the Curse of Dimension in Quantum Mechanical Computations Through Analysis and Probability

Explore quantum mechanical computations, focusing on breaking dimensional constraints through analysis and probability. Learn about density functional theory and recent approaches to tackle existing issues.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Harvesting and Making Sense of Mobile and Wearables Data - Challenges and Opportunities

Exploring challenges and opportunities in collecting and analyzing mobile and wearable data for human behavior insights, privacy-preserving techniques, and applications in health and urban computing.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

Workshop on Probabilistic Numerical Methods - Panel Discussion

Panel discussion exploring probabilistic numerical methods, covering topics like reference priors, robust uncertainty quantification, and Bayesian inversion methods for improved statistical inference and error quantification.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

How Big Data Has Transformed and Is Transforming Geophysics

Exploring geophysical advancements: from analog instruments to digital data collection, satellite technology, and machine learning, revolutionizing Earth and planetary studies.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

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

Explore geometric structures in data, from linear subspace models to nonlinear approaches, for efficient data analysis and representation in the era of big data.

• YouTube
• 1 hour 53 minutes
• Self-Paced
• Free Video

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

Learn fundamental concepts and advanced techniques for analyzing time series data, including ARMA models, state-space models, and neural networks for forecasting and inference.

• YouTube
• 1 hour 50 minutes
• Self-Paced
• Free Video

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

Exploring transparency in algorithmic decision-making, focusing on legal, ethical, and social implications of AI and automated systems in light of GDPR implementation and its impact on data protection.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

Data Protection Issues on the Horizon - Michael Veale, UCL

Explore data protection challenges in public sector machine learning, focusing on fairness, accountability, and privacy-enhancing technologies. Gain insights into GDPR implications and potential solutions.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

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

Explore legal protections against data-driven totalitarianism, examining concepts like consent, purpose limitation, and contestability in the context of AI and data processing regulations.

• YouTube
• 43 minutes
• Self-Paced
• Free Video

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

Explore climate data modeling in CMIP6, focusing on UK Earth System Model. Learn about processing pipelines, data conversion, and output analysis for advanced climate research.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

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

Explore NASA's Earth observation data systems, statistical challenges in climate science, and innovative approaches to analyzing complex environmental datasets.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

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

Explore climate data science through statistical analysis, modeling, and Earth observation techniques. Learn about climate systems, data representation, and challenges in Earth system science.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

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

Learn fundamental concepts and advanced techniques in time series analysis, including ARMA models, state-space models, and neural networks for forecasting and inference.

• YouTube
• 1 hour 51 minutes
• Self-Paced
• Free Video

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

Explore time series analysis, from moving average models to advanced state-space techniques and recurrent neural networks. Gain practical skills in parameter estimation, forecasting, and applying models to real-world data.

• YouTube
• 53 minutes
• Self-Paced
• Free Video

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

Explore cloud computing with Azure for faster, reproducible data science research. Hands-on labs cover deep learning, NLP, ML deployment, and more across various scientific disciplines.

• YouTube
• 46 minutes
• Self-Paced
• Free Video