Productionizing Machine Learning: From Deployment to Drift Detection
Try this notebook to reproduce the steps outlined below and watch our on-demand webinar to learn more. In many articles and blogs the...
Adventures in the TCP stack: Uncovering performance regressions in the TCP SACKs vulnerability fixes
Last month, we announced that the Databricks platform was experiencing network performance regressions due to Linux patches for the TCP SACKs vulnerabilities . The regressions were observed in less than 0.2% of cases when running the Databricks Runtime (DBR) on the Amazon Web Services (AWS) platform. In this post, we will dive deeper into our analysis that determined the TCP stack was the source of the degradation. We will discuss the symptoms we were seeing,
Doing Multivariate Time Series Forecasting with Recurrent Neural Networks
Try this notebook in Databricks Time Series forecasting is an important area in Machine Learning. It can be difficult to build accurate models...
A Guide to Developer, Deep Dive, and Apache Spark Tutorial Talks at Spark + AI Summit, Europe
You might have heard the famous saying, “Why software is eating the world .” But if software is eating the world, you may...
Exciting Keynotes at Spark + AI Summit Europe 2019
Spark + AI Summit is the premier global event for the data and machine learning community to discuss the latest advances in open-source...
Guest Blog: How Virgin Hyperloop One Reduced Processing Time from Hours to Minutes with Koalas
Watch the on-demand webinar to learn more: From pandas to Koalas: reducing Time-to-Insights for Virgin Hyperloop's Data At Virgin Hyperloop One, we work...
Diving Into Delta Lake: Unpacking The Transaction Log
The transaction log is key to understanding Delta Lake because it is the common thread that runs through many of its most important...
AutoML on Databricks: Augmenting Data Science from Data Prep to Operationalization
Thousands of data science jobs are going unfilled today as global demand for the talent greatly outstrips supply. Every day, businesses pay the...
Productionizing Machine Learning with Delta Lake
Get an early preview of O'Reilly's new ebook for the step-by-step guidance you need to start using Delta Lake. Try out this notebook...
New cost savings option for Azure Databricks with DBU pre-purchase
The rapid adoption of Azure Databricks through our strategic partnership with Microsoft has been remarkable, and it’s proven to be a compelling service...