Alan Turing Institute Courses

Safety and Robustness for Deep Learning with Provable Guarantees - Marta Kwiatkowska - Oxford

Explore techniques for ensuring safety and robustness in deep learning systems, focusing on automated certification methods, Bayesian learning, and causality in critical applications.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

MOSIP Research Platform - Integrating Anomaly Detection Prototypes into Centralized ID Systems

Explore novel anomaly detection methods for digital identity systems using autoencoders, with a focus on fraud prevention during registration in MOSIP architecture.

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

The Rise of Model-Based Data and Its Implications for Social Science and Policy

Exploring the shift towards model-based data in social sciences, its impact on urban planning, and implications for policy-making and research methodologies in the era of AI and big data.

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

A Public Dialogue on Location Data Ethics

Explore ethical considerations of location data use through expert panel discussions on public awareness, data security, governance, and consent in this insightful webinar.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Towards Creating Time Sensitive Sensors from User-Generated Language and Heterogeneous Content

Exploring the creation of time-sensitive sensors using user-generated language and diverse content to advance natural language processing and its real-world applications.

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

Probabilistic Methods for Increased Robustness in Machine Learning

Explore probabilistic methods to enhance machine learning robustness, focusing on latent variables, molecular design, and optimization techniques for improved AI performance and reliability.

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

Kuzushiji Recognition Smartphone Application with AI

Explore AI-powered kuzushiji recognition with the miwo app, revolutionizing the study of premodern Japanese documents through innovative technology and user-friendly mobile application.

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

Visual and Spatial Digital Humanities Research for Japanese Culture

Explore visual and spatial digital humanities research for Japanese culture, focusing on innovative projects using computer vision, machine learning, and geographic information science to analyze historical data.

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

Assessment of the National Integrated Identity Management System in Kenya

Análisis del sistema de gestión de identidad digital en Kenia, examinando el marco legal, la protección de datos y los mecanismos de supervisión para garantizar un sistema confiable y respetuoso de los derechos.

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

Defining Digital Identities for Humanitarian Action in Migration

Exploring digital identities in humanitarian migration services: benefits, risks, and decision-making guidance for organizations to implement innovative solutions ethically and effectively.

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

Inclusion by Design- Creating Digital Identity Solutions That Work for All

Exploring the design of inclusive digital identity systems, addressing potential biases and exclusionary practices while enabling economic and societal value creation through improved access to online services.

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

Intersectional Approaches to Data Can Inform the Development of Trustworthy Digital Identity Systems

Exploring intersectional approaches to data for developing trustworthy digital identity systems, highlighting benefits, challenges, and research insights for more inclusive and ethical design.

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

Do Great Minds Think Alike? - Tackling Trafficking with Tech

Experts discuss AI's potential to combat modern slavery, exploring challenges in law enforcement, international collaboration, and ethical considerations for technology-driven solutions.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

Stanford University's New Approach to Mitigate Negative Ethical and Societal Aspects of AI Research

Stanford's Ethics and Society Review board: A novel approach to mitigate ethical and societal impacts of AI research, requiring researchers to address potential harms before receiving funding.

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

On the Dangers of Stochastic Parrots - Can Language Models Be Too Big?

Explore the risks and ethical implications of large language models with experts, discussing potential mitigation strategies and the future of NLP research.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video