Discover big data testing benefits and challenges. Explore strategies including data sampling, production data handling, and versioning for reliable pipelines.| Git for Data - lakeFS
A majority of data architectures feature Hive Metastore. Why has it survived and what can finally replace it in the future?| Git for Data - lakeFS
Explore 6 types of metadata with examples, tools, and frameworks to boost data discovery, governance, quality, and collaboration.| Git for Data - lakeFS
Explore the top 12 data science tools in 2025, featuring Python, Power BI, TensorFlow and find out how these tools can help you expedite your AI/ML projects.| Git for Data - lakeFS
Explore data pipeline automation and boost business growth through enhanced data quality, efficiency, and scalability. Learn how to streamline data management.| Git for Data - lakeFS
Discover how Hudi, Iceberg, and Delta Lake compare in data lake table formats, focusing on performance, scalability, updates, and platform compatibility.| Git for Data - lakeFS
Learn how to achieve lineage quickly at minimum cost, using data version control concepts you are already familiar with from managing code.| Git for Data - lakeFS
Find out what object storage is, why you should use it, and how to integrate it in your application.| Git for Data - lakeFS
Data is the foundation for decisions in many organizations. This article overviews how to maintain data quality in the data lake.| Git for Data - lakeFS
Learn more about data preprocessing in machine learning and follow key steps and best practices for improving data quality.| Git for Data - lakeFS
Get a primer on machine learning architecture and see how it enables teams to build strong, efficient, and scalable ML systems.| Git for Data - lakeFS
Discover best practices for preparing machine learning data. Learn how to optimize your ML projects with effective data preparation techniques.| Git for Data - lakeFS
Databricks SQL: A tool for data analysis & collaboration. Explore its features, BI integrations, & optimization techniques.| Git for Data - lakeFS