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Extracting Oncology Insights From Real-World Clinical Data With NLP

Preview the solution accelerator notebooks referenced in this blog online or get started right away by downloading and importing the notebooks into your...

Timeliness and Reliability in the Transmission of Regulatory Reports

September 17, 2021 by Antoine Amend and Fahmid Kabir in
Managing risk and regulatory compliance is an increasingly complex and costly endeavour. Regulatory change has increased 500% since the 2008 global financial crisis...

Improving On-Shelf Availability for Items With AI Out of Stock Modeling

This post was written in collaboration with Databricks partner Tredence. We thank Rich Williams, Vice President Data Engineering, and Morgan Seybert, Chief Business...

Solution Accelerator: Multi-touch Attribution

August 23, 2021 by Debu Sinha and Dan Morris in
Behind the growth of every consumer-facing product is the acquisition and retention of an engaged user base. When it comes to customer acquisition...

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...

Solution Accelerator: Toxicity Detection in Gaming

June 16, 2021 by Dan Morris and Duncan Davis in
Check out the solution accelerator to download the notebooks referred throughout this blog. Across massively multiplayer online video games (MMOs), multiplayer online battle...

How to Build a Scalable Wide and Deep Product Recommender

Download the notebooks referenced throughout this article. I have a favorite coffee shop I've been visiting for years. When I walk in, the...

Machine Learning-based Item Matching for Retailers and Brands

Item matching is a core function in online marketplaces. To ensure an optimized customer experience, retailers compare new and updated product information against...

Improving Customer Experience With Transaction Enrichment

May 10, 2021 by Milos Colic in
The retail banking landscape has dramatically changed over the past five years with the accessibility of open banking applications, mainstream adoption of Neobanks...