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On Demand Virtual Workshop: Predicting Churn to Improve Customer Retention

August 7, 2020 by Hector Leano, Bryan Smith, Rob Saker and Steve Sobel in Engineering Blog
The proliferation of subscription models has increased across industries: from direct-to-consumer brands for shaving supplies and prepared meals to streaming media services, at-home...

Analyzing Customer Attrition in Subscription Models

July 15, 2020 by Rob Saker and Bryan Smith in Engineering Blog
Download the notebooks to demo the solution covered below The subscription model is experiencing a renaissance. Gone are the days of the penny...

How to Extract Market Drivers at Scale Using Alternative Data

July 15, 2020 by Ricardo Portilla and Abraham Pabbathi in Platform Blog
Watch the on-demand webinar Alternative Data Analytics with Python for a demonstration of the solution discussed in this blog and/or download the following...

A Data-driven Approach to Environmental, Social and Governance

July 10, 2020 by Antoine Amend in Engineering Blog
The future of finance goes hand in hand with social responsibility, environmental stewardship and corporate ethics. In order to stay competitive, Financial Services...

Announcing GPU-aware scheduling and enhanced deep learning capabilities

June 26, 2020 by Lu Wang in Engineering Blog
Databricks is pleased to announce the release of Databricks Runtime 7.0 for Machine Learning (Runtime 7.0 ML) which provides preconfigured GPU-aware scheduling and...

Announcing MLflow Model Serving on Databricks

June 25, 2020 by Aaron Davidson, Tomas Nykodym, Clemens Mewald and Cyrielle Simeone in Engineering Blog
Databricks MLflow Model Serving provides a turnkey solution to host machine learning (ML) models as REST endpoints that are updated automatically, enabling data...

Customer Lifetime Value Part 2: Estimating Future Spend

June 17, 2020 by Rob Saker, Bryan Smith, Bilal Obeidat and Chris Robison in Platform Blog
Check out the notebook referred throughout the blog and watch the on-demand virtual workshop to learn more. You can also go to Part...

Simplify Python environment management on Databricks Runtime for Machine Learning using %pip and %conda

June 17, 2020 by Todd Greenstein in Engineering Blog
Today we announce the release of %pip and %conda notebook magic commands to significantly simplify python environment management in Databricks Runtime for Machine...

On-Demand Virtual Session: Customer Lifetime Value

June 16, 2020 by Rob Saker, Bryan Smith, Hector Leano and Steve Sobel in Engineering Blog
Before you can provide personalized services and offers to your customers, you need to know who they are. In this virtual workshop, retail...

Accelerating Somatic Variant Calling with the Databricks TNSeq Pipeline

June 15, 2020 by Henry Davidge and Frank Nofthaft in Engineering Blog
Genetic analyses are a critical tool in revolutionizing how we treat cancer. By understanding the mutations present in tumor cells, researchers can gain...
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