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Behind the Scenes: Setting a Baseline for Image Segmentation Speedups

July 27, 2022 by Landan Seguin in
We establish a new semantic segmentation baseline of 45.56 mIoU on the ADE20k segmentation benchmark in 3.5 hours on a system with 8x...

Key Public Sector Take Aways from Data + AI Summit

July 26, 2022 by Lisa Sion in
This year's Data + AI Summit was groundbreaking overall from the quality of keynote speakers to the game-changing product news. One of the...

Recap of Databricks Lakehouse Platform Announcements at Data and AI Summit 2022

Data teams have never been more important to the world. Over the past few years we've seen many of our customers building a...

Power to the SQL People: Introducing Python UDFs in Databricks SQL

We were thrilled to announce the preview for Python User-Defined Functions (UDFs) in Databricks SQL (DBSQL) at last month's Data and AI Summit...

Key Retail & Consumer Goods Takeaways From Data + AI Summit 2022

July 21, 2022 by Sam Steiny in
Retail and Consumer Goods companies showed up big at Data + AI Summit this year! With incredible breakout sessions to a keynote and...

How Lakehouse Architecture Empowered Rogers Communications to Modernize Revenue Assurance

This is a guest post from Duane Robinson, Sr. Manager of Data Science at Rogers Communications. At Rogers Communications, we take pride in...

Parallel ML: How Compass Built a Framework for Training Many Machine Learning Models on Databricks

July 20, 2022 by Marshall Carter and Sujoy Dutta in
This is a collaborative post from Databricks and Compass . We thank Sujoy Dutta, Senior Machine Learning Engineer at Compass, for his contributions...

Databricks SQL Highlights From Data & AI Summit

Data warehouses are not keeping up with today's world: the explosion of languages other than SQL, unstructured data, machine learning, IoT and streaming...

Sync Your Customer Data to the Databricks Lakehouse Platform With RudderStack

July 19, 2022 by Prasad Kona and Siva Shanmukh in
Collecting, storing, and processing customer event data involves unique technical challenges. It's high volume, noisy, and it constantly changes. In the past, these...

Building a Cybersecurity Lakehouse for CrowdStrike Falcon Events Part II

July 19, 2022 by Aemro Amare, Alex Ott and Kristin Waters in
Visibility is critical when it comes to cyber defense – you can't defend what you can't see. In the context of a modern...