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 barista knows Read More
Category: Ecosystem
7 Reasons to Learn PyTorch on Databricks
What expedites the process of learning new concepts, languages or systems? When learning a new task, do you look for analogs from skills you already Read More
Identifying Financial Fraud With Geospatial Clustering
For most financial service institutions (FSI), fraud prevention often implies a complex ecosystem made of various components –- a mixture of traditional rules-based controls and Read More
Fine-Grained Time Series Forecasting at Scale With Facebook Prophet and Apache Spark: Updated for Spark 3
Advances in time series forecasting are enabling retailers to generate more reliable demand forecasts. The challenge now is to produce these forecasts in a timely Read More
Glow V1.0.0, Next Generation Genome Wide Analytics
Genomics data has exploded in recent years, especially as some datasets, such as the UK Biobank, become freely available to researchers anywhere. Genomics data is Read More
Burning Through Electronic Health Records in Real Time With Smolder
In previous blogs, we looked at two separate workflows for working with patient data coming out of an electronic health record (EHR). In those workflows, Read More
Introduction to Service Mesh
What exactly is service mesh, and how do you manage multiple meshes? Service mesh is a design pattern that provides a common networking framework, helping Read More
Combining Rules-based and AI Models to Combat Financial Fraud
The financial service industry (FSI) is rushing towards transformational change, delivering transactional features and facilitating payments through new digital channels to remain competitive. Unfortunately, the Read More
Natively Query Your Delta Lake With Scala, Java, and Python
Today, we’re happy to announce that you can natively query your Delta Lake with Scala and Java (via the Delta Standalone Reader) and Python (via Read More
ACID Transactions on Data Lakes
As part of our Data + AI Online Meetup, we’ve explored topics ranging from genomics (with guests from Regeneron) to machine learning pipelines and GPU-accelerated Read More