How to Display Model Metrics in Dashboards using the MLflow Search API
Machine learning engineers and data scientists frequently train models to optimize a loss function. With optimization methods like gradient descent, we iteratively improve…
Managed MLflow Now Available on Databricks Community Edition
In February 2016, we introduced Databricks Community Edition, a free edition for big data developers to learn and get started quickly with Apache…
A Guide to Training Sessions at Spark + AI Summit, Europe
Education and the pursuit of knowledge are lifelong journeys: they never complete; there is always something new to learn; a new professional certification…
A Guide to Developer, Deep Dive, and Apache Spark Tutorial Talks at Spark + AI Summit, Europe
You might have heard the famous saying, “Why software is eating the world.” But if software is eating the world, you may ask,…
MLflow v0.9.0 Features SQL Backend, Projects in Docker, and Customization in Python Models
MLflow v0.9.0 was released today. It introduces a set of new features and community contributions, including SQL store for tracking server, support for…
A Guide to Developer, Deep Dive, and Continuous Streaming Applications Talks at Spark + AI Summit
In January 2013 when Stephen O’Grady, an analyst at RedMonk, published “The New Kingmakers: How Developers Conquered the World,” the book’s central argument…
A Guide to AI, Machine Learning, and Deep Learning Talks at Spark + AI 2019
To a good degree, this back-of-the-envelope flowchart, by Karen Hao of MIT Technology Review, charts to elucidate what constitutes the use of AI…
Preliminary Agenda Announced for Spark + AI Summit 2019
As part of the organizing committee and program chairs for this summit, we are delighted to share two achievements with you. First, we…
MLflow v0.8.0 Features Improved Experiment UI and Deployment Tools
Last week we released MLflow v0.8.0 with multiple new features, including improved UI experience and support for deploying models directly via Docker containers…
Introducing HorovodRunner for Distributed Deep Learning Training
Today, we are excited to introduce HorovodRunner in our Databricks Runtime 5.0 ML! HorovodRunner provides a simple way to scale up your deep…
