Companies need to manage and store their data efficiently especially when they have several data sources at their disposal. With machine learning data catalog software, they can take advantage of the software’s machine learning capabilities to streamline their data management. Here are some of the best machine learning data catalog software available.
15+ Machine Learning Data Catalog Software
1. Alation
2. Aginity
3. Collibra
4. IBM Watson Knowledge Catalog
5. Denodo
6. Appen
7. Unifi
8. Catalog Manager for IMS
9. DQLabs Data Quality
10. Arena by Zaloni
11. Cloudera Navigator
12. Common Voice Dataset
13. Data.world
14. Qlik Catalog
15. Sama
16. Talend Data Catalog
What Is Machine Learning Data Catalog Software?
Machine learning data catalog software is a data management software where companies organize their company data in several data sources using machines through artificial intelligence software. The software allows companies to maintain a high level of control of how their company data is being used within the company premises.
Benefits
Machine learning data catalog software allows companies to simplify their data gathering process by using machine learning software which automates many of the processes involved in data organization. By using machine learning, the software can provide automated solutions that can guide companies on what to do with their company data which can create dynamic data solutions. The software also helps companies to maintain data in a single location which can make navigation of data easier for users. The software can also benefit from the fact that it can learn to provide more accurate results when they are constantly updated with new company data. The software also allows employees to contribute to data so they can have a better understanding of their complex data. Most importantly, the software is secure and encrypted ensuring that company data doesn’t leak outside the software.
Features
Machine learning data catalog software should provide tools that allow companies to consolidate company data and organize them from unstructured data to structured data that the software’s machine learning feature can recognize. The software should also provide users access to management software tools to enable them to control how their data is being used through data governance. The software should also be easy to navigate to allow them to navigate for relevant data easily. The software should also provide communication tools where employees can provide feedback on the data stored and the software’s capabilities in organizing data. The software should also provide collaborative tools that allow users to organize the data in conjunction with the software’s initiation on how data is being organized through machine learning. The software should be able to generate accurate and reliable results through the software’s machine learning.
- Organize and consolidate company data
- User access management tools for data governance
- Easy to use navigation system
- Communication tools
- Collaborative tools
- Generate accurate results through machine learning
Top 10 Machine Learning Data Catalog Software
1. Data.world
Data.world provides a data catalog software that provides companies the tools they need to manage their data such as metadata management, governance collaboration, data analytics software, and more. Data.world has 147 employees and earns annual revenue of $21.3 million.
2. Appen
Appen uses artificial intelligence in their data catalog software that provides high-quality training data with ease. Appen has 5,586 employees and earns annual revenue of $810 million.
3. Cloudera Navigator
Cloudera Navigator provides a big data analytics software that provides data governance tools to allow companies to manage their data effectively. Cloudera has 3,143 employees and earns annual revenue of $455.7 million.
4. Qlik Catalog
Qlik Catalog’s enterprise data catalog software enables companies to streamline their service data catalog process smoothly. Qlik Catalog has 2,888 employees and earns annual revenue of $418.8 million.
5. Talend Data Catalog
Talend Data Catalog’s data catalog solutions software allows companies to enrich their company data catalog at a fast pace. Talend has 1,353 employees and earns annual revenue of $196.2 million.
6. Collibra
Collibra’s data intelligence software allows companies to control their data easily with reliable solutions. Collibra has 786 employees and earns annual revenue of $114 million.
7. Denodo
Denodo’s digital transformation software allows companies to organize their data catalog quickly that is powered by the cloud. Denodo has 468 employees and earns annual revenue of $67.9 million.
8. Alation
Alation combines the best of data intelligence and human brilliance that provides the data they need to manage their companies. Alation has 458 employees and earns annual revenue of $40.6 million.
9. DQLabs Data Quality
DQLabs Data Quality’s augmented data quality software allows companies to organize the quality of their data with its machine learning tools. DQLabs has around 25 employees and earns a revenue of approximately $5 million.
10. Aginity
Aginity’s collaborative data analytics software allows companies to deliver consistent results at a quick pace through a data catalog. Aginity has 32 employees and earns annual revenue of $4.6 million.
FAQs
Why do companies need to use machine learning data catalog software?
Companies use machine learning data catalog software when they have several data sources and are seeking to streamline their several data catalogs across the company. The company would also use the software to scale their data usage to the entire company.
Is a machine learning data catalog similar to master data management software?
Machine learning data catalog software is different from master data management software because the tools of the latter software provide extensive digital governance software and advanced artificial intelligence that is more extensive than the former software.
How much does machine learning data catalog software cost?
Pricing for machine learning data catalog software is usually customized, with each software offering different subscription tiers that offer more features as the prices increase. Pricing for machine learning data catalog software varies depending on the features available and the intended target users. Small companies may benefit from low-cost machine learning data catalog software while large companies may benefit from high-cost software.
With machine learning data catalog software, companies can effectively streamline and manage their company data and several data sources easily that can help them organize better.
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