Data Warehousing Modeling Techniques and Their Implementation on the Databricks Lakehouse Platform
The lakehouse is a new data platform paradigm that combines the best features of data lakes and data warehouses. It is designed as...
Prescriptive Guidance for Implementing a Data Vault Model on the Databricks Lakehouse Platform
There are many different data models that you can use when designing an analytical system, such as industry-specific domain models, Kimball, Inmon, and...
High Scale Geospatial Processing With Mosaic
Breaking through the scale barrier (discussing existing challenges) At Databricks, we are hyper-focused on supporting users along their data modernization journeys. A growing...
Implementing More Effective FAIR Scientific Data Management With a Lakehouse
Read Rise of the Data Lakehouse to explore why lakehouses are the data architecture of the future with the father of the data...
How Incremental ETL Makes Life Simpler With Data Lakes
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
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
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
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
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...