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A Guide to Developer, Deep Dive, and Continuous Streaming Applications Talks at Spark + AI Summit

February 19, 2019 by Jules Damji in
In January 2013 when Stephen O’Grady, an analyst at RedMonk , published “The New Kingmakers: How Developers Conquered the World ,” the book’s...

AI Trends that Paved the Way in 2018

February 18, 2019 by Michael Ortega in
With 2018 behind us, it’s been amazing to see AI projects gain steam and make significant impact across industries. In fact, a recent...

How to Work with Avro, Kafka, and Schema Registry in Databricks

February 15, 2019 by Wenchen Fan and Michael Armbrust in
In the previous blog post , we introduced the new built-in Apache Avro data source in Apache Spark and explained how you can...

Near-Real-Time Hardware Failure Rate Estimation with Bayesian Reasoning

February 14, 2019 by Sean Owen in
Try this notebook in Databricks You might be using Bayesian techniques in your data science without knowing it! And if you're not, then...

Customers Share Their Machine Learning Success Stories in the Data Mastery Tour

February 13, 2019 by Brian Dirking in
The most important factor to successful machine learning is having the right data at scale, but organizations struggle with how to get the...

Introducing Delta Time Travel for Large Scale Data Lakes

Get an early preview of O'Reilly's new ebook for the step-by-step guidance you need to start using Delta Lake . Data versioning for...

Accelerating Machine Learning on Databricks: On-Demand Webinar and FAQ Now Available!

February 4, 2019 by Hossein Falaki and Adam Conway in
Try this notebook in Databricks On January 15th, we hosted a live webinar— Accelerating Machine Learning on Databricks —with Adam Conway, VP of...

New videos from Databricks Academy: Introduction to Machine Learning Series and the Apache Spark™ Cost-Based Optimizer

January 18, 2019 by Joshua Cook in
Databricks' commitment to education is at the center of the work we do. Through Instructor-Led Training, Certification, and Self-Paced Training, Databricks Academy provides...

5 Reasons to Become an Apache Spark Expert

January 15, 2019 by Michael Ortega in
Apache Spark ™ has fast become the most popular unified analytics engine for big data and machine learning. It was originally developed at...

Apparate: Managing Libraries in Databricks with CI/CD

January 15, 2019 by Hanna Torrence in
This is a guest blog from Hanna Torrence, Data Scientist at ShopRunner. Introduction As leveraging data becomes a more vital component of organizations'...