Ray & MLflow: Taking Distributed Machine Learning Applications to Production
This is a guest blog from software engineers Amog Kamsetty and Archit Kulkarni of Anyscale and contributors to Ray.io In this blog post...
Strategies for Modernizing Investment Data Platforms
The appetite for investment was at a historic high in 2020 for both individual and institutional investors. One study showed that "retail traders...
How to Accelerate Demand Planning From 4.5 Hours to Under 1 Hour With Azure Databricks
The importance of supply chain analytics Rapid changes in consumer purchase behavior can have a material impact on supply chain planning, inventory management...
Burning Through Electronic Health Records in Real Time With Smolder
Check out the solution accelerator to download the notebook referred throughout this blog. In previous blogs , we looked at two separate workflows...
Combining Rules-based and AI Models to Combat Financial Fraud
The financial services industry (FSI) is rushing towards transformational change, delivering transactional features and facilitating payments through new digital channels to remain competitive...
Leveling the Playing Field: HorovodRunner for Distributed Deep Learning Training
This is a guest post authored by Sr. Staff Data Scientist/User Experience Researcher Jing Pan and Senior Data Scientist Wendao Liu of leading...
Bayesian Modeling of the Temporal Dynamics of COVID-19 Using PyMC3
In this post, we look at how to use PyMC3 to infer the disease parameters for COVID-19. PyMC3 is a popular probabilistic programming...
How to Manage Python Dependencies in PySpark
Controlling the environment of an application is often challenging in a distributed computing environment - it is difficult to ensure all nodes have...
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...
Personalizing the Customer Experience with Recommendations
Go directly to the Recommendation notebooks referenced throughout this post . Retail made a giant leap forward in the adoption of e-commerce in...