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Query Delta Lake Tables from Presto and Athena, Improved Operations Concurrency, and Merge performance

January 29, 2020 by Tathagata Das and Denny Lee in
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...

Using AutoML Toolkit's FamilyRunner Pipeline APIs to Simplify and Automate Loan Default Predictions

November 5, 2019 by Jas Bali and Denny Lee in
Try this Loan Risk with AutoML Pipeline API Notebook in Databricks Introduction In the post Using AutoML Toolkit to Automate Loan Default Predictions...

Simple, Reliable Upserts and Deletes on Delta Lake Tables using Python APIs

October 3, 2019 by Tathagata Das and Denny Lee in
We are excited to announce the release of Delta Lake 0.4.0 which introduces Python APIs for manipulating and managing data in Delta tables...

Diving Into Delta Lake: Schema Enforcement & Evolution

September 23, 2019 by Burak Yavuz, Brenner Heintz and Denny Lee in
Try this notebook series in Databricks Data, like our experiences, is always evolving and accumulating. To keep up, our mental models of the...

Using AutoML Toolkit to Automate Loan Default Predictions

September 10, 2019 by Benjamin Wilson, Amy Wang and Denny Lee in
Download the following notebooks and try the AutoML Toolkit today: Evaluating Risk for Loan Approvals using XGBoost (0.90) | Using AutoML Toolkit to...

Productionizing Machine Learning with Delta Lake

August 13, 2019 by Brenner Heintz and Denny Lee in
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...

Simplifying Streaming Stock Analysis using Delta Lake and Apache Spark: On-Demand Webinar and FAQ Now Available!

June 18, 2019 by John O'Dwyer, Navin Albert and Denny Lee in
Get an early preview of O'Reilly's new ebook for the step-by-step guidance you need to start using Delta Lake. On June 13th, we...

Detecting Financial Fraud at Scale with Decision Trees and MLflow on Databricks

Try this notebook in Databricks Detecting fraudulent patterns at scale using artificial intelligence is a challenge, no matter the use case. The massive...

Applying your Convolutional Neural Network: On-Demand Webinar and FAQ Now Available!

November 13, 2018 by Denny Lee and Cyrielle Simeone in
Try this notebook in Databricks On October 25th, we hosted a live webinar— Applying your Convolutional Neural Network —with Denny Lee, Technical Product...

Simplifying Change Data Capture with Databricks Delta

October 29, 2018 by Ameet Kini and Denny Lee in
Get an early preview of O'Reilly's new ebook for the step-by-step guidance you need to start using Delta Lake Note: We also recommend...