Mastering Pair Plots for Visualization and Hypothesis Creation in the Ames Housing Market

Navigating the complex landscape of real estate analytics involves unraveling distinct narratives shaped by various property features within the housing market data. Our exploration today takes us into the realm of a potent yet frequently overlooked data visualization tool: the pair plot. This versatile graphic not only sheds light on the robustness and orientation of …

The case for separating DNS from your CDN 

If you’re signing on with a content delivery network (CDN) provider, you’ll probably see DNS as part of the standard service package. It’s only natural—to access your content delivered by the CDN, the Internet has to know where to send the traffic. CDNs make it easy to configure and manage those DNS settings.  It’s easy to …

ML 13620 image001

Automate mortgage document fraud detection using an ML model and business-defined rules with Amazon Fraud Detector: Part 3

In the first post of this three-part series, we presented a solution that demonstrates how you can automate detecting document tampering and fraud at scale using AWS AI and machine learning (ML) services for a mortgage underwriting use case. In the second post, we discussed an approach to develop a deep learning-based computer vision model …

medical text processing image1.max 1000x1000 1

Medical Text Processing on Google Cloud

The FDA has a history of using real world evidence (RWE) as an integral component of the drug approval process. Moreover, RWE can mitigate the need for placebos in some clinical trials. The clinical records that make RWE evidence useful, however, often reside in unstructured formats, such as doctor’s notes, and must be “abstracted” into …

TFGNN2520hero 1

Graph neural networks in TensorFlow

Posted by Dustin Zelle, Software Engineer, Google Research, and Arno Eigenwillig, Software Engineer, CoreML Objects and their relationships are ubiquitous in the world around us, and relationships can be as important to understanding an object as its own attributes viewed in isolation — take for example transportation networks, production networks, knowledge graphs, or social networks. …