Machine Learning

Data Version Control in R with lakeFS

Robin Moffatt
July 17, 2023

How and why you should use lakeFS to provide data version control for your data lake[house] when working with R. Hands-on examples and code snippets. …

Data Governance: Guide to Enterprise Data Architecture

Einat Orr, PhD
July 10, 2023

Organizations need data governance for many reasons, not just to comply with a rising number of data privacy and protection rules, such as the GDPR of the European Union and…

Dagster + lakeFS: How to Troubleshoot and Reproduce Data

Amit Kesarwani
July 5, 2023

Dagster is a cloud-native data pipeline orchestration tool for the whole development lifecycle, with integrated lineage and observability, a declarative programming model, and best-in-class testability. It is designed for developing…

Data Mesh Architecture: Guide to Enterprise Data Architecture

Iddo Avneri
July 3, 2023

In the traditional setup, organizations had a centralized infrastructure team responsible for managing data ownership across domains. But product-led companies started to approach this matter a little differently. Instead, they…

Getting started with lakeFS Cloud

Iddo Avneri
July 2, 2023

A step by step guide to the lakeFS Cloud playground environment In this document, you will learn the quickest way to get started with lakeFS, utilizing the playground experience in…

lakeFS ♥️ Apache Iceberg

Robin Moffatt
June 26, 2023

lakeFS directly supports Apache Iceberg tables. Using straightforward table identifiers you can switch between branches when reading and writing data: lakeFS itself remains format agnostic, happily providing version control for…

lakeFS Cloud is Now Self-Service on Microsoft Azure

Einat Orr, PhD
June 26, 2023

We are pleased to announce that lakeFS Cloud is now available as a self service on Azure. lakeFS Cloud is a fully-managed lakeFS platform, providing version control for your data…

Storing lakeFS Metadata in CosmosDB

Itai Admi
June 20, 2023

If you’re deploying lakeFS on Azure you’ll be keen to ensure that you’re using the optimal set of components in doing so. One of the pieces that lakeFS needs to…

Top 17 Data Orchestration Tools for 2026: Ultimate Review

The lakeFS Team
June 19, 2023

According to Gartner, over 87% of businesses fail to make the most of their data. The primary reasons behind such a low level of business intelligence and analytics maturity are…

print(“Hello World”) – Using Lua Hooks in LakeFS

Oz Katz
June 15, 2023

lakeFS supports hooks written in Lua, enabling actions to be executed without any external dependencies….

How To Improve ML Pipeline Development With Reproducibility

Itai Admi
June 14, 2023

The MLOps domain is spreading at an accelerating pace. In recent years, we’ve seen more ML products and MLOps tools than we probably need. Today, there are hundreds of tools…

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