Evolution to the Data Lakehouse
This is a guest authored article by the data team at Forest Rim Technology. We thank Bill Inmon, CEO, and Mary Levins, Chief...
How Outreach Productionizes PyTorch-based Hugging Face Transformers for NLP
This is a guest blog from the data team at Outreach.io . We thank co-authors Andrew Brooks, staff data scientist (NLP), Yong-Gang Cao...
Improving Customer Experience With Transaction Enrichment
The retail banking landscape has dramatically changed over the past five years with the accessibility of open banking applications, mainstream adoption of Neobanks...
Building Forward-Looking Intelligence With External Data
This post was written in collaboration with the Foursquare data team. We thank co-author Javier Soliz, sales engineer specializing in data engineering and...
Data-driven Software: Towards the Future of Programming in Data Science
This is a guest authored post by Tim Hunter , data scientist, and Rocío Ventura Abreu , data scientist, of ABN AMRO Bank...
What’s New in Apache Spark™ 3.1 Release for Structured Streaming
Along with providing the ability for streaming processing based on Spark Core and SQL API, Structured Streaming is one of the most important...
Reproduce Anything: Machine Learning Meets Data Lakehouse
Machine learning has proved to add unprecedented value to organization and projects - whether that’s for accelerating innovation, personalization, demand forecasting and countless...
Attack of the Delta Clones (Against Disaster Recovery Availability Complexity)
Get an early preview of O'Reilly's new ebook for the step-by-step guidance you need to start using Delta Lake. Notebook: Using Deep Clone...
How (Not) to Tune Your Model With Hyperopt
Hyperopt is a powerful tool for tuning ML models with Apache Spark. Read on to learn how to define and execute (and debug)...
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...