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Modernizing Risk Management Part 2: Aggregations, Backtesting at Scale and Introducing Alternative Data

June 5, 2020 by Antoine Amend in
Understanding and mitigating risk is at the forefront of any financial services institution. However, as previously discussed in the first blog of this...

Customer Lifetime Value Part 1: Estimating Customer Lifetimes

Download the Customer Lifetimes Part 1 notebook to demo the solution covered below, and watch the on-demand virtual workshop to learn more. You...

Monitor Your Databricks Workspace with Audit Logs

June 2, 2020 by Craig Ng and Miklos Christine in
Cloud computing has fundamentally changed how companies operate - users are no longer subject to the restrictions of on-premises hardware deployments such as...

Modernizing Risk Management Part 1: Streaming data-ingestion, rapid model development and Monte-Carlo Simulations at Scale

May 27, 2020 by Antoine Amend in
Part 2 of this accelerator here . Managing risk within the financial services , especially within the banking sector, has increased in complexity...

Manage and Scale Machine Learning Models for IoT Devices

May 19, 2020 by Conor Murphy in
A common data science internet of things (IoT) use case involves training machine learning models on real-time data coming from an army of...

Shrink Training Time and Cost Using NVIDIA GPU-Accelerated XGBoost and Apache Spark™ on Databricks

Guest Blog by Niranjan Nataraja and Karthikeyan Rajendran of Nvidia. Niranjan Nataraja is a lead data scientist at Nvidia and specializes in building...

A Convolutional Neural Network Implementation For Car Classification

Convolutional Neural Networks (CNN) are state-of-the-art Neural Network architectures that are primarily used for computer vision tasks. CNN can be applied to a...

Glow 0.3.0 Introduces New Large-Scale Genomic Analysis Features

April 23, 2020 by Kiavash Kianfar in
In October of last year, Databricks and the Regeneron Genetics Center ® partnered together to introduce Project Glow , an open-source analysis tool...

How a Fresh Approach to Safety Stock Analysis Can Optimize Inventory

April 22, 2020 by Bryan Smith and Rob Saker in
Check out the solution accelerator for the accompanying notebook A manufacturer is working on an order for a customer only to find that...

Building a Modern Clinical Health Data Lake with Delta Lake

The healthcare industry is one of the biggest producers of data. In fact, the average healthcare organization is sitting on nearly 9 petabytes...