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How Incremental ETL Makes Life Simpler With Data Lakes

August 30, 2021 by John O'Dwyer in
Get an early preview of O'Reilly's new ebook for the step-by-step guidance you need to start using Delta Lake. Incremental ETL (Extract, Transform...

How to Manage End-to-end Deep Learning Pipelines with Databricks

August 25, 2021 by Oliver Koernig and Ashley Trainor in
Deep Learning (DL) models are being applied to use cases across all industries -- fraud detection in financial services, personalization in media, image...

Solution Accelerator: Multi-touch Attribution

August 23, 2021 by Debu Sinha and Dan Morris in
Behind the growth of every consumer-facing product is the acquisition and retention of an engaged user base. When it comes to customer acquisition...

Make Your RStudio on Databricks More Durable and Resilient

August 19, 2021 by Milos Colic and Robert Whiffin in
One of the questions that we often hear from our customers these days is, “Should I develop my solution in Python or R?”...

Four E-commerce Challenges That Can Be Addressed With Data + AI

July 8, 2021 by Fahmid Kabir in
The global health crisis accelerated the adoption of omnichannel shopping and fulfillment. Consumers spent $861.12 billion online with US merchants in 2020, up...

Applying Natural Language Processing to Healthcare Text at Scale

This is a co-authored post written in collaboration with Moritz Steller, AI Evangelist, at John Snow Labs. Watch our on-demand workshop, Extract Real-World...

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...

Jump Start Your Data Projects with Pre-Built Solution Accelerators

June 2, 2021 by Hector Leano, Bryan Smith and Rob Saker in
Deliver value faster. We hear this theme in nearly every executive discussion with customers. Data teams and data leaders need to deliver value...

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...