Can Data Lakes Accelerate Building ML Data Pipelines?

Investigating time-to-insights for data science with a data lake vs. data warehouse

Photo by Emil Jarfelt on Unsplash | Branded content disclosure

A common challenge in data engineering is to combine traditional data warehousing and BI reporting with experiment-driven machine learning projects. Many data scientists tend to work more with Python and ML frameworks rather than SQL…