A data catalog collects metadata that helps users understand their available data. It tells them where the data came from, what it means, and how it can be used. A data catalog can be used to govern and control access to data, as well as to document and standardize processes. In short, a data catalog is essential for any organization that wants to make the most of its data.
But with so many options on the market, it can be hard to know which tool is right for your organization. To help you out, we’ve compiled a list of 8 must-use tools for your data catalog.
Databand.ai is an open-source platform that helps organizations manage their data pipelines through comprehensive observability, collaboration, and automation. Databand.ai data observability tools provide users with end-to-end visibility into their data pipeline, from data ingestion to model training to prediction serving.
Databand.ai data observability tools also offer several essential features for data catalogings, such as data schemas and histograms. These features make it easy to understand where your data came from, what it contains, and how it flows through your system.
Databand.ai is an excellent option for organizations that want an open-source platform with comprehensive data management capabilities.
Alation is a commercial data catalog tool that offers a wide range of features for data governance, discovery, and collaboration. Alation’s data governance features include role-based access control, data lineage, and impact analysis. These features make it easy to control who has access to your data and understand how it goes through your system.
Alation’s data discovery features include search, faceted browsing, and recommendations. These features make it easy to find the data you need, even if you don’t know where to start looking.
Alation is a great option for organizations that want a comprehensive data catalog tool with robust data governance capabilities.
AWS Glue is a cloud-based ETL tool that offers a simple, cost-effective way to catalog your data. The program automatically discovers and classifies your data, making it easy to search and query. AWS Glue also offers a variety of features for governance and security, such as encryption and fine-grained access control.
AWS Glue is a suitable option for organizations that want a simple, cost-effective way to catalog their data.
Collibra is a software platform designed to help organizations govern their data. One of its key features include a data catalog that supports standard data source integration and BI support. Collibra also offers several features for data governance, such as security and privacy controls.
Collibra also offers the ability to map relationships between data sources automatically. This makes it easy to understand how data flows between systems and to identify potential data quality issues.
Collibra is an excellent data governance platform for organizations that want comprehensive data cataloging capabilities.
IBM’s Watson Knowledge Catalog is a comprehensive data cataloging tool that offers a variety of features for data discovery, governance, and collaboration. The data catalog from IBM allows users to access, curate, categorize, and share data, knowledge assets, and connections from wherever they are.
IBM Watson Knowledge Catalog includes an intelligent governance framework that allows you to establish and uphold data and access policies. This is to ensure that the right people get the correct data.
Oracle offers a comprehensive portfolio of products and services for managing enterprise data. Its Data Catalog gives users access to information about all of the data stored in an Oracle database.
Oracle’s Enterprise Metadata Management (EMM) is a comprehensive metadata management solution that helps organizations govern and manage their enterprise data. EMM provides users with a centralized view of all the data in an organization, regardless of where it is stored. This allows users to discover and access the data they need more quickly.
EMM also includes some features for data governance, including metadata browsing, impact analysis reports, and versioning.
Appen is a global leader in providing high-quality, human-annotated training data for machine learning and artificial intelligence.
Appen’s data annotation services can be used to create datasets for various purposes, including object detection, image classification, and natural language processing.
Appen also offers a data labeling platform called Lionbridge AI that can be used to create training data for machine learning models. The platform includes various tools for creating, managing, and annotating datasets.
BMC Software’s Data Management product includes a data catalog to help users control access to corporate information assets. The program for IMS allows users to view content in the IMS catalog, report on control block information, and create jobs for DBDGENs, PSBGENs, and ACBGENs to populate it.
These are just some of the data catalog tools available to businesses. Each tool has its features and benefits, so choosing the right one for your specific needs is essential. Data catalogs are a valuable asset for any business that wants to make the most of its data. With the right tool, you can discover new insights, govern your data more effectively, and collaborate more efficiently.