In partnership with Data Science for Social Good Portugal, we are launching a series of webinars in AI topics related to social good. The first talk was by Paulo Maia, […]
Experiment Management and Reproducible Research
In this tutorial, we will discuss how can we achieve reproducible data pipelines and research while keeping track of the experiments that lead to production Machine Learning models. We will […]
Who is tampering your meters? Fraud detection in Utilities
Meter tampering is a common threat to the business side of the utility services as well as a public security threat, incurring in uncontrolled tweaks that may increase the risk […]
Detecting Errors in Insurance Claims
Introduction and Motivation Insurance codes are used by people’s health plan to make decisions about how much your doctor and other healthcare providers should be paid. There is some variety […]
Embedding Domain Knowledge for Estimating Customer Lifetime Value
As part of the rise of Deep Neural Networks in the ML community, we have observed an increasing fit-predict approach, where AI practitioners don’t take the time to think about […]
Appendix: Embedding Domain Knowledge for Estimating Customer Lifetime Value
This is an appendix to a blogpost previously published on Embedding Domain Knowledge for Estimating Customer Lifetime Value. We will describe some alternatives we considered for solving the proposed problem, […]
Objectively Estimating Data Quality: A Weakly Supervised Approach
In Artificial Intelligence, it is important to have some measure of the quality of the data we are trying to use. For instance, if we want to classify a […]
AI in healthcare: from disease to society
Artificial Intelligence is certainly having an impact on every industry and aspect of our daily lives. One of the hottest topics is the application of AI in healthcare though still […]
An AI blog for business and technical people
Ahoy! and welcome to the kick-off of our blog on Artificial Intelligence. At NILG.AI, we worked hard to become an active member of the Data Science community in Portugal, […]