A Convolutional Neural Network Implementation For Car Classification
Convolutional Neural Networks (CNN) are state-of-the-art Neural Network architectures that are primarily used for computer vision tasks. CNN can be applied to a...
Now on Databricks: A Technical Preview of Databricks Runtime 7 Including a Preview of Apache Spark 3.0
Introducing Databricks Runtime 7.0 Beta We’re excited to announce that the Apache Spark TM 3.0.0-preview2 release is available on Databricks as part of...
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...
Glow 0.3.0 Introduces New Large-Scale Genomic Analysis Features
In October of last year, Databricks and the Regeneron Genetics Center ® partnered together to introduce Project Glow , an open-source analysis tool...
How a Fresh Approach to Safety Stock Analysis Can Optimize Inventory
Check out the solution accelerator for the accompanying notebook A manufacturer is working on an order for a customer only to find that...
Building a Modern Clinical Health Data Lake with Delta Lake
The healthcare industry is one of the biggest producers of data. In fact, the average healthcare organization is sitting on nearly 9 petabytes...
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...
New Methods for Improving Supply Chain Demand Forecasting
Quick link to notebooks referenced through this post. Organizations Are Rapidly Embracing Fine-Grained Demand Forecasting Retailers and Consumer Goods manufacturers are increasingly seeking...