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Announcing the MLflow 1.0 Release

MLflow is an open source platform to help manage the complete machine learning lifecycle. With MLflow, data scientists can track and share experiments...

Enhanced Hyperparameter Tuning and Optimized AWS Storage with Databricks Runtime 5.4 ML

We are excited to announce the release of Databricks Runtime 5.4 ML ( Azure | AWS ). This release includes two Public Preview...

Introducing Databricks Runtime 5.4 with Conda (Beta)

June 4, 2019 by Hossein Falaki and Yifan Cao in
We are excited to introduce a new runtime: Databricks Runtime 5.4 with Conda (Beta). This runtime uses Conda to manage Python libraries and...

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...

Understanding Dynamic Time Warping

Try this notebook in Databricks This blog is part 1 of our two-part series Using Dynamic Time Warping and MLflow to Detect Sales...

Using Dynamic Time Warping and MLflow to Detect Sales Trends

Try this notebook series (in DBC format) in Databricks This blog is part 2 of our two-part series Using Dynamic Time Warping and...

Introducing MLflow Run Sidebar in Databricks Notebooks

April 29, 2019 by Andrew Chen and Matei Zaharia in
At Spark+AI Summit 2019, we announced the GA of Managed MLflow on Databricks in which we take the latest and greatest of open...

Announcing General Availability of Managed MLflow on Databricks

Try this tutorial in Databricks MLflow is an open source platform to help manage the complete machine learning lifecycle. With MLflow, data scientists...

Koalas: Easy Transition from pandas to Apache Spark

April 24, 2019 by Tony Liu, Tim Hunter and Cyrielle Simeone in
Today at Spark + AI Summit, we announced Koalas, a new open source project that augments PySpark’s DataFrame API to make it compatible...

A Guide to MLflow Talks at Spark + AI Summit 2019

April 18, 2019 by Cyrielle Simeone in
In less than a year, MLflow has reached almost 500K monthly downloads, and gathered over 80 code contributors and 40 contributing organizations, confirming...