Hyperparameter Tuning with MLflow, Apache Spark MLlib and Hyperopt
Hyperparameter tuning is a common technique to optimize machine learning models based on hyperparameters, or configurations that are not learned during model training...
Advanced Analytics with HyperLogLog Functions in Apache Spark
Read Rise of the Data Lakehouse to explore why lakehouses are the data architecture of the future with the father of the data...
Spark + AI Summit 2019 Product Announcements and Recap. Watch the keynote recordings today!
Spark + AI Summit 2019, the world’s largest data and machine learning conference for the Apache Spark™ Community, brought nearly 5000 registered data...
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...
A Guide to Healthcare and Life Sciences Talks at Spark + AI Summit 2019
Data and AI are ushering in a new era of precision medicine. The scale of the cloud, combined with advancements in machine learning...
Introducing Brickchain: Planet-scale Unified Analytics
Today we are excited to announce Brickchain , the next generation technology for zettabyte-scale analytics, by harnessing all the compute power on the...
MLflow v0.9.0 Features SQL Backend, Projects in Docker, and Customization in Python Models
Read Rise of the Data Lakehouse to explore why lakehouses are the data architecture of the future with the father of the data...
Simplifying Genomics Pipelines at Scale with Databricks Delta
Get an early preview of O'Reilly's new ebook for the step-by-step guidance you need to start using Delta Lake. Try this notebook in...