Unlocking the Power of Health Data With a Modern Data Lakehouse
A single patient produces approximately 80 megabytes of medical data every year. Multiply that across thousands of patients over their lifetime, and you're...
AML Solutions at Scale Using Databricks Lakehouse Platform
Anti-Money Laundering (AML) compliance has been undoubtedly one of the top agenda items for regulators providing oversight of financial institutions across the globe...
Feature Engineering at Scale
Feature engineering is one of the most important and time-consuming steps of the machine learning process. Data scientists and analysts often find themselves...
Driving Transformation at Northwestern Mutual (Insights Platform) by Moving Towards a Scalable, Open Lakehouse Architecture
This is a guest authored post by Madhu Kotian, Vice President of Engineering (Investment Products Data, CRM, Apps and Reporting) at Northwestern Mutual...
Using Bayesian Hierarchical Models to Infer the Disease Parameters of COVID-19
In a previous post, we looked at how to use PyMC3 to model the disease dynamics of COVID-19 . This post builds on...
Three Principles for Selecting Machine Learning Platforms
This blog post is the second in a series on ML platforms, operations, and governance. For the first post, see Rafi Kurlansik’s post...
Need for Data-centric ML Platforms
This blog is the first in a series on MLOps and Model Governance. The next blog will be by Joseph Bradley and will...
Get Your Free Copy of Delta Lake: The Definitive Guide (Early Release)
At the Data + AI Summit, we were thrilled to announce the early release of Delta Lake: The Definitive Guide , published by...
Announcing Photon Public Preview: The Next Generation Query Engine on the Databricks Lakehouse Platform
Databricks Photon is now generally available on AWS and Azure. Today, we're excited to announce the availability of Photon in public preview. Photon...
Solution Accelerator: Toxicity Detection in Gaming
Check out the solution accelerator to download the notebooks referred throughout this blog. Across massively multiplayer online video games (MMOs), multiplayer online battle...