How to build a Quality of Service (QoS) analytics solution for streaming video services
Click on the following link to view and download the QoS notebooks discussed below in this article. Contents The Importance of Quality to...
Faster SQL Queries on Delta Lake with Dynamic File Pruning
There are two time-honored optimization techniques for making queries run faster in data systems: process data at a faster rate or simply process...
COVID-19 Datasets Now Available on Databricks: How the Data Community Can Help
Initially published April 14th, 2020; updated April 21st, 2020 With the massive disruption of the current COVID-19 pandemic, many data engineers and data...
10 Minutes from pandas to Koalas on Apache Spark
This is a guest community post from Haejoon Lee, a software engineer at Mobigen in South Korea and a Koalas contributor. pandas is...
Data Quality Monitoring on Streaming Data Using Spark Streaming and Delta Lake
Try this notebook to reproduce the steps outlined below In the era of accelerating everything, streaming data is no longer an outlier- instead...
On-Demand Webinar: Granular Demand Forecasting At Scale
We recently hosted a live webinar — How Starbucks Forecasts Demand at Scale with Facebook Prophet and Databricks — During this webinar we...
Automating Digital Pathology Image Analysis with Machine Learning on Databricks
Check out our solution accelerator for automating digital pathology analysis or watch our on-demand webinar to learn more. With technological advancements in imaging...
Query Delta Lake Tables from Presto and Athena, Improved Operations Concurrency, and Merge performance
Get an early preview of O'Reilly's new ebook for the step-by-step guidance you need to start using Delta Lake. We are excited to...
On-Demand Webinar: Geospatial Analytics and AI in the Public Sector
We recently hosted a live webinar — Geospatial Analytics and AI in Public Sector — during which we covered top geospatial analysis use...
Fine-Grained Time Series Forecasting At Scale With Facebook Prophet And Apache Spark
Try this time series forecasting notebook in our Solution Accelerator for Demand Forecasting . Advances in time series forecasting are enabling retailers to...