Ethics & Professionalism
Right/Wrong: How Technology Transforms Our Ethics
Juan Enriquez
Human Values in the Loop: Design Principles for Ethical AI
Deloitte
Big Data: A Tool for Inclusion or Exclusion? Understanding the Issues
FTC report
The Pitfalls of Pricing Algorithms
Marco Bertini and Oded Koenigsberg
Ethical principles in machine learning and artificial intelligence: cases from the field and possible ways forward
Samuele Lo Piano
Collective Illusions
Todd Rose
An Introduction to Data Ethics
Shannon Vallor
Damned Lies & Statistics
Joel Best
Data Management
MLOps: Building a Feature Store? Here are the top things to keep in mind
Pronojit Saha
Visualizing Knowledge
PBL Netherlands Environmental Assessment Agency
MapReduce: Simplified Data Processing on Large Clusters
Jeffrey Dean and Sanjay Ghemawat
Predictive Analytics/Modeling Techniques
A predictive modeling case study
Tidymodels
Policy-Level Unreported Frequency Model for Pure IBNR Estimation
Drake David Landry, Steven Martin
Chain of Thought Prompting Elicits Reasoning in Large Language Models
Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Ed Chi, Quoc Le, Denny Zhou
Credibility and Penalized Regression
Mattia Casotto, Marco Banterle, and Guillaume Beraud-Sudreau
Industry Knowledge
Insurers are facing a one-two punch from inflation
David Mamane, Marlene Dailey
