Predictive Policing Courses and Certifications

Alan Turing Institute

Insights from Predictive Policing - Tobias Brandt, Rotterdam School of Management

Explore data-driven decision-support in policing, examining the complex relationship between prediction quality and decision outcomes. Learn about end-to-end frameworks for model selection in smart city operations.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

Open Data Science

Bias in the Vision and Language of Artificial Intelligence

Explore bias in AI vision and language with Margaret Mitchell, focusing on ethical concerns, societal impacts, and strategies for developing more inclusive and fair artificial intelligence systems.

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

The University of Chicago

Urban Crime Prediction: The Data, Ethics, and Biases of Predicting Events

Explore the ethical implications and technical challenges of AI-driven crime prediction systems, examining algorithmic bias, police resource allocation, and innovative predictive modeling approaches.

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

RSA Conference

Pre-Crime Detection of Active Shooters Using Predictive Policing Systems

Explore how predictive policing and AI can detect potential active shooters by analyzing warning behaviors across various data sources, enabling early intervention and prevention.

• YouTube
• 46 minutes
• On-Demand
• Conference Talk

Association for Computing Machinery (ACM)

Runaway Feedback Loops in Predictive Policing

Explore runaway feedback loops in predictive policing, examining assumptions, theory, and potential solutions to address reinforcement issues in law enforcement algorithms.

• YouTube
• 18 minutes
• On-Demand
• Conference Talk

Association for Computing Machinery (ACM)

The Effect of Differential Victim Crime Reporting on Predictive Policing Systems

Explore how differential victim crime reporting impacts predictive policing systems, analyzing models, synthetic data, and hotspot prediction to improve fairness in law enforcement.

• YouTube
• 19 minutes
• On-Demand
• Conference Talk

Ethical Issues in AI and Professional Ethics

37 ratings at Coursera

Explore ethical challenges in AI, including algorithmic bias, professional ethics, and workplace issues. Gain insights into generative AI and the future of technology while developing a critical understanding of computing's societal impact.

• Coursera
• 1 day 13 hours 31 minutes
• On-Demand
• Paid Course

Alan Turing Institute

Probabilistic Numerical Computation - A New Concept?

Explore probabilistic numerics, a new field combining mathematics, statistics, and computer science to quantify uncertainty in numerical methods for complex data analysis and modeling.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Cris Moore on Algorithmic Justice and The Physics of Inference

Exploring algorithmic justice and inference physics, this talk delves into the limits of AI decision-making, emphasizing transparency, model suitability, and the importance of understanding technology's boundaries in complex problem-solving.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

Beyond Prediction: Algorithmic Proof of Guilt or Innocence in Criminal Trials

Explore the use of algorithms in criminal trials for evidence, examining accuracy, fairness, and transparency concerns. Discuss challenges and potential solutions for courts and researchers.

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

Digital Echoes - Understanding Mass Violence with Data and Statistics

Exploring biases in data collection for mass violence, this talk challenges assumptions about representativeness and demonstrates how statistical analysis can address underreporting in human rights contexts.

• YouTube
• 24 minutes
• On-Demand
• Conference Talk

NDC Conferences

Amazon Machine Learning to Predict Responses

Explore machine learning and computer vision with Amazon tools to predict responses and develop AI algorithms. Learn about S.A.M. (Suspicious Activity Monitor) and its applications in predictive policing.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Conference Talk

The Aspen Institute

Machines and Morality - Ethical Implications of AI in Society

Explore ethical implications of AI, examining biases in algorithms, potential harmful outcomes, and the importance of instilling proper values in machine learning systems.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Big Data Technology - The Real World Minority Report

Explore big data's role in cybersecurity, including network analysis, domain reputation, and machine learning techniques for threat detection and prevention.

• YouTube
• 44 minutes
• On-Demand
• Conference Talk

Electronic Frontiers Forums at DragonCon

How AI is Aiding the Immigration Crackdown

Explore how artificial intelligence technologies are being deployed in immigration enforcement and their potential expansion into domestic law enforcement applications.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video