How to Build a Scalable Wide and Deep Product Recommender
Download the notebooks referenced throughout this article. I have a favorite coffee shop I’ve been visiting for years. When I walk in, the…
Solutions
Jump Start Your Data Projects with Pre-Built Solution Accelerators
Deliver value faster. We hear this theme in nearly every executive discussion with customers. Data teams and data leaders need to deliver value in…
Fine-Grained Time Series Forecasting at Scale With Facebook Prophet and Apache Spark: Updated for Spark 3
Advances in time series forecasting are enabling retailers to generate more reliable demand forecasts. The challenge now is to produce these forecasts in…
Glow V1.0.0, Next Generation Genome Wide Analytics
Genomics data has exploded in recent years, especially as some datasets, such as the UK Biobank, become freely available to researchers anywhere. Genomics…
ACID Transactions on Data Lakes Tech Talks: Getting Started with Delta Lake
As part of our Data + AI Online Meetup, we’ve explored topics ranging from genomics (with guests from Regeneron) to machine learning pipelines…
How to Train XGBoost With Spark
XGBoost is currently one of the most popular machine learning libraries and distributed training is becoming more frequently required to accommodate the rapidly…
Detecting Criminals and Nation States through DNS Analytics
You are a security practitioner, a data scientist or a security data engineer; you’ve seen the Large Scale Threat Detection and Response talk…
Announcing Databricks Labs Terraform integration on AWS and Azure
We are pleased to announce integration for deploying and managing Databricks environments on Microsoft Azure and Amazon Web Services (AWS) with HashiCorp Terraform.…
An Update on Project Zen: Improving Apache Spark for Python Users
Apache Spark™ has reached its 10th anniversary with Apache Spark 3.0 which has many significant improvements and new features including but not limited…
Enabling Spark SQL DDL and DML in Delta Lake on Apache Spark 3.0
Last week, we had a fun Delta Lake 0.7.0 + Apache Spark 3.0 AMA where Burak Yavuz, Tathagata Das, and Denny Lee provided…
