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Machine Learning Data Catalog Software Market Size, Share 2022
This report contains market size and forecasts of Machine Learning Data Catalog Software in Global, including the following market information:
Global Machine Learning Data Catalog Software Market Revenue, 2017-2022, 2023-2028, ($ millions)
Global top five companies in 2021 (%)
The global Machine Learning Data Catalog Software market was valued at million in 2021 and is projected to reach US$ million by 2028, at a CAGR of % during the forecast period.
The U.S. Market is Estimated at $ Million in 2021, While China is Forecast to Reach $ Million by 2028.
Cloud Based Segment to Reach $ Million by 2028, with a % CAGR in next six years.
The global key manufacturers of Machine Learning Data Catalog Software include IBM, Alation, Oracle, Cloudera, Unifi, Anzo Smart Data Lake (ASDL), Collibra, Informatica and Hortonworks, etc. In 2021, the global top five players have a share approximately % in terms of revenue.
We has surveyed the Machine Learning Data Catalog Software companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.
Total Market by Segment:
Global Machine Learning Data Catalog Software Market, by Type, 2017-2022, 2023-2028 ($ millions)
Global Machine Learning Data Catalog Software Market Segment Percentages, by Type, 2021 (%)
Cloud Based
Web Based
Global Machine Learning Data Catalog Software Market, by Application, 2017-2022, 2023-2028 ($ millions)
Global Machine Learning Data Catalog Software Market Segment Percentages, by Application, 2021 (%)
Large Enterprises
SMEs
Global Machine Learning Data Catalog Software Market, By Region and Country, 2017-2022, 2023-2028 ($ Millions)
Global Machine Learning Data Catalog Software Market Segment Percentages, By Region and Country, 2021 (%)
North America
US
Canada
Mexico
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Benelux
Rest of Europe
Asia
China
Japan
South Korea
Southeast Asia
India
Rest of Asia
South America
Brazil
Argentina
Rest of South America
Middle East & Africa
Turkey
Israel
Saudi Arabia
UAE
Rest of Middle East & Africa
Competitor Analysis
The report also provides analysis of leading market participants including:
Key companies Machine Learning Data Catalog Software revenues in global market, 2017-2022 (estimated), ($ millions)
Key companies Machine Learning Data Catalog Software revenues share in global market, 2021 (%)
Further, the report presents profiles of competitors in the market, key players include:
IBM
Alation
Oracle
Cloudera
Unifi
Anzo Smart Data Lake (ASDL)
Collibra
Informatica
Hortonworks
Reltio
Talend
| Report Attributes |
Report Details |
| Report Title |
Machine Learning Data Catalog Software Market, Global Outlook and Forecast 2022-2028 |
| Historical Year |
2018 to 2022 (Data from 2010 can be provided as per availability) |
| Base Year |
2021 |
| Forecast Year |
2029 |
| Number of Pages |
65 Pages |
| Customization Available |
Yes, the report can be customized as per your need. |
TABLE OF CONTENTS
1 Introduction to Research & Analysis Reports
1.1 Machine Learning Data Catalog Software Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global Machine Learning Data Catalog Software Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
1.5.1 Research Methodology
1.5.2 Research Process
1.5.3 Base Year
1.5.4 Report Assumptions & Caveats
2 Global Machine Learning Data Catalog Software Overall Market Size
2.1 Global Machine Learning Data Catalog Software Market Size: 2021 VS 2028
2.2 Global Machine Learning Data Catalog Software Market Size, Prospects & Forecasts: 2017-2028
2.3 Key Market Trends, Opportunity, Drivers and Restraints
2.3.1 Market Opportunities & Trends
2.3.2 Market Drivers
2.3.3 Market Restraints
3 Company Landscape
3.1 Top Machine Learning Data Catalog Software Players in Global Market
3.2 Top Global Machine Learning Data Catalog Software Companies Ranked by Revenue
3.3 Global Machine Learning Data Catalog Software Revenue by Companies
3.4 Top 3 and Top 5 Machine Learning Data Catalog Software Companies in Global Market, by Revenue in 2021
3.5 Global Companies Machine Learning Data Catalog Software Product Type
3.6 Tier 1, Tier 2 and Tier 3 Machine Learning Data Catalog Software Players in Global Market
3.6.1 List of Global Tier 1 Machine Learning Data Catalog Software Companies
3.6.2 List of Global Tier 2 and Tier 3 Machine Learning Data Catalog Software Companies
4 Market Sights by Product
4.1 Overview
4.1.1 by Type - Global Machine Learning Data Catalog Software Market Size Markets, 2021 & 2028
4.1.2 Cloud Based
4.1.3 Web Based
4.2 By Type - Global Machine Learning Data Catalog Software Revenue & Forecasts
4.2.1 By Type - Global Machine Learning Data Catalog Software Revenue, 2017-2022
4.2.2 By Type - Global Machine Learning Data Catalog Software Revenue, 2023-2028
4.2.3 By Type - Global Machine Learning Data Catalog Software Revenue Market Share, 2017-2028
5 Sights by Application
5.1 Overview
5.1.1 By Application - Global Machine Learning Data Catalog Software Market Size, 2021 & 2028
5.1.2 Large Enterprises
5.1.3 SMEs
5.2 By Application - Global Machine Learning Data Catalog Software Revenue & Forecasts
5.2.1 By Application - Global Machine Learning Data Catalog Software Revenue, 2017-2022
5.2.2 By Application - Global Machine Learning Data Catalog Software Revenue, 2023-2028
5.2.3 By Application - Global Machine Learning Data Catalog Software Revenue Market Share, 2017-2028
6 Sights by Region
6.1 By Region - Global Machine Learning Data Catalog Software Market Size, 2021 & 2028
6.2 By Region - Global Machine Learning Data Catalog Software Revenue & Forecasts
6.2.1 By Region - Global Machine Learning Data Catalog Software Revenue, 2017-2022
6.2.2 By Region - Global Machine Learning Data Catalog Software Revenue, 2023-2028
6.2.3 By Region - Global Machine Learning Data Catalog Software Revenue Market Share, 2017-2028
6.3 North America
6.3.1 By Country - North America Machine Learning Data Catalog Software Revenue, 2017-2028
6.3.2 US Machine Learning Data Catalog Software Market Size, 2017-2028
6.3.3 Canada Machine Learning Data Catalog Software Market Size, 2017-2028
6.3.4 Mexico Machine Learning Data Catalog Software Market Size, 2017-2028
6.4 Europe
6.4.1 By Country - Europe Machine Learning Data Catalog Software Revenue, 2017-2028
6.4.2 Germany Machine Learning Data Catalog Software Market Size, 2017-2028
6.4.3 France Machine Learning Data Catalog Software Market Size, 2017-2028
6.4.4 U.K. Machine Learning Data Catalog Software Market Size, 2017-2028
6.4.5 Italy Machine Learning Data Catalog Software Market Size, 2017-2028
6.4.6 Russia Machine Learning Data Catalog Software Market Size, 2017-2028
6.4.7 Nordic Countries Machine Learning Data Catalog Software Market Size, 2017-2028
6.4.8 Benelux Machine Learning Data Catalog Software Market Size, 2017-2028
6.5 Asia
6.5.1 By Region - Asia Machine Learning Data Catalog Software Revenue, 2017-2028
6.5.2 China Machine Learning Data Catalog Software Market Size, 2017-2028
6.5.3 Japan Machine Learning Data Catalog Software Market Size, 2017-2028
6.5.4 South Korea Machine Learning Data Catalog Software Market Size, 2017-2028
6.5.5 Southeast Asia Machine Learning Data Catalog Software Market Size, 2017-2028
6.5.6 India Machine Learning Data Catalog Software Market Size, 2017-2028
6.6 South America
6.6.1 By Country - South America Machine Learning Data Catalog Software Revenue, 2017-2028
6.6.2 Brazil Machine Learning Data Catalog Software Market Size, 2017-2028
6.6.3 Argentina Machine Learning Data Catalog Software Market Size, 2017-2028
6.7 Middle East & Africa
6.7.1 By Country - Middle East & Africa Machine Learning Data Catalog Software Revenue, 2017-2028
6.7.2 Turkey Machine Learning Data Catalog Software Market Size, 2017-2028
6.7.3 Israel Machine Learning Data Catalog Software Market Size, 2017-2028
6.7.4 Saudi Arabia Machine Learning Data Catalog Software Market Size, 2017-2028
6.7.5 UAE Machine Learning Data Catalog Software Market Size, 2017-2028
7 Players Profiles
7.1 IBM
7.1.1 IBM Corporate Summary
7.1.2 IBM Business Overview
7.1.3 IBM Machine Learning Data Catalog Software Major Product Offerings
7.1.4 IBM Machine Learning Data Catalog Software Revenue in Global Market (2017-2022)
7.1.5 IBM Key News
7.2 Alation
7.2.1 Alation Corporate Summary
7.2.2 Alation Business Overview
7.2.3 Alation Machine Learning Data Catalog Software Major Product Offerings
7.2.4 Alation Machine Learning Data Catalog Software Revenue in Global Market (2017-2022)
7.2.5 Alation Key News
7.3 Oracle
7.3.1 Oracle Corporate Summary
7.3.2 Oracle Business Overview
7.3.3 Oracle Machine Learning Data Catalog Software Major Product Offerings
7.3.4 Oracle Machine Learning Data Catalog Software Revenue in Global Market (2017-2022)
7.3.5 Oracle Key News
7.4 Cloudera
7.4.1 Cloudera Corporate Summary
7.4.2 Cloudera Business Overview
7.4.3 Cloudera Machine Learning Data Catalog Software Major Product Offerings
7.4.4 Cloudera Machine Learning Data Catalog Software Revenue in Global Market (2017-2022)
7.4.5 Cloudera Key News
7.5 Unifi
7.5.1 Unifi Corporate Summary
7.5.2 Unifi Business Overview
7.5.3 Unifi Machine Learning Data Catalog Software Major Product Offerings
7.5.4 Unifi Machine Learning Data Catalog Software Revenue in Global Market (2017-2022)
7.5.5 Unifi Key News
7.6 Anzo Smart Data Lake (ASDL)
7.6.1 Anzo Smart Data Lake (ASDL) Corporate Summary
7.6.2 Anzo Smart Data Lake (ASDL) Business Overview
7.6.3 Anzo Smart Data Lake (ASDL) Machine Learning Data Catalog Software Major Product Offerings
7.6.4 Anzo Smart Data Lake (ASDL) Machine Learning Data Catalog Software Revenue in Global Market (2017-2022)
7.6.5 Anzo Smart Data Lake (ASDL) Key News
7.7 Collibra
7.7.1 Collibra Corporate Summary
7.7.2 Collibra Business Overview
7.7.3 Collibra Machine Learning Data Catalog Software Major Product Offerings
7.7.4 Collibra Machine Learning Data Catalog Software Revenue in Global Market (2017-2022)
7.7.5 Collibra Key News
7.8 Informatica
7.8.1 Informatica Corporate Summary
7.8.2 Informatica Business Overview
7.8.3 Informatica Machine Learning Data Catalog Software Major Product Offerings
7.8.4 Informatica Machine Learning Data Catalog Software Revenue in Global Market (2017-2022)
7.8.5 Informatica Key News
7.9 Hortonworks
7.9.1 Hortonworks Corporate Summary
7.9.2 Hortonworks Business Overview
7.9.3 Hortonworks Machine Learning Data Catalog Software Major Product Offerings
7.9.4 Hortonworks Machine Learning Data Catalog Software Revenue in Global Market (2017-2022)
7.9.5 Hortonworks Key News
7.10 Reltio
7.10.1 Reltio Corporate Summary
7.10.2 Reltio Business Overview
7.10.3 Reltio Machine Learning Data Catalog Software Major Product Offerings
7.10.4 Reltio Machine Learning Data Catalog Software Revenue in Global Market (2017-2022)
7.10.5 Reltio Key News
7.11 Talend
7.11.1 Talend Corporate Summary
7.11.2 Talend Business Overview
7.11.3 Talend Machine Learning Data Catalog Software Major Product Offerings
7.11.4 Talend Machine Learning Data Catalog Software Revenue in Global Market (2017-2022)
7.11.5 Talend Key News
8 Conclusion
9 Appendix
9.1 Note
9.2 Examples of Clients
9.3 Disclaimer
LIST OF TABLES & FIGURES
List of Tables
Table 1. Machine Learning Data Catalog Software Market Opportunities & Trends in Global Market
Table 2. Machine Learning Data Catalog Software Market Drivers in Global Market
Table 3. Machine Learning Data Catalog Software Market Restraints in Global Market
Table 4. Key Players of Machine Learning Data Catalog Software in Global Market
Table 5. Top Machine Learning Data Catalog Software Players in Global Market, Ranking by Revenue (2021)
Table 6. Global Machine Learning Data Catalog Software Revenue by Companies, (US$, Mn), 2017-2022
Table 7. Global Machine Learning Data Catalog Software Revenue Share by Companies, 2017-2022
Table 8. Global Companies Machine Learning Data Catalog Software Product Type
Table 9. List of Global Tier 1 Machine Learning Data Catalog Software Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Machine Learning Data Catalog Software Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 11. By Type ? Global Machine Learning Data Catalog Software Revenue, (US$, Mn), 2021 & 2028
Table 12. By Type - Machine Learning Data Catalog Software Revenue in Global (US$, Mn), 2017-2022
Table 13. By Type - Machine Learning Data Catalog Software Revenue in Global (US$, Mn), 2023-2028
Table 14. By Application ? Global Machine Learning Data Catalog Software Revenue, (US$, Mn), 2021 & 2028
Table 15. By Application - Machine Learning Data Catalog Software Revenue in Global (US$, Mn), 2017-2022
Table 16. By Application - Machine Learning Data Catalog Software Revenue in Global (US$, Mn), 2023-2028
Table 17. By Region ? Global Machine Learning Data Catalog Software Revenue, (US$, Mn), 2021 & 2028
Table 18. By Region - Global Machine Learning Data Catalog Software Revenue (US$, Mn), 2017-2022
Table 19. By Region - Global Machine Learning Data Catalog Software Revenue (US$, Mn), 2023-2028
Table 20. By Country - North America Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2022
Table 21. By Country - North America Machine Learning Data Catalog Software Revenue, (US$, Mn), 2023-2028
Table 22. By Country - Europe Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2022
Table 23. By Country - Europe Machine Learning Data Catalog Software Revenue, (US$, Mn), 2023-2028
Table 24. By Region - Asia Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2022
Table 25. By Region - Asia Machine Learning Data Catalog Software Revenue, (US$, Mn), 2023-2028
Table 26. By Country - South America Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2022
Table 27. By Country - South America Machine Learning Data Catalog Software Revenue, (US$, Mn), 2023-2028
Table 28. By Country - Middle East & Africa Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2022
Table 29. By Country - Middle East & Africa Machine Learning Data Catalog Software Revenue, (US$, Mn), 2023-2028
Table 30. IBM Corporate Summary
Table 31. IBM Machine Learning Data Catalog Software Product Offerings
Table 32. IBM Machine Learning Data Catalog Software Revenue (US$, Mn), (2017-2022)
Table 33. Alation Corporate Summary
Table 34. Alation Machine Learning Data Catalog Software Product Offerings
Table 35. Alation Machine Learning Data Catalog Software Revenue (US$, Mn), (2017-2022)
Table 36. Oracle Corporate Summary
Table 37. Oracle Machine Learning Data Catalog Software Product Offerings
Table 38. Oracle Machine Learning Data Catalog Software Revenue (US$, Mn), (2017-2022)
Table 39. Cloudera Corporate Summary
Table 40. Cloudera Machine Learning Data Catalog Software Product Offerings
Table 41. Cloudera Machine Learning Data Catalog Software Revenue (US$, Mn), (2017-2022)
Table 42. Unifi Corporate Summary
Table 43. Unifi Machine Learning Data Catalog Software Product Offerings
Table 44. Unifi Machine Learning Data Catalog Software Revenue (US$, Mn), (2017-2022)
Table 45. Anzo Smart Data Lake (ASDL) Corporate Summary
Table 46. Anzo Smart Data Lake (ASDL) Machine Learning Data Catalog Software Product Offerings
Table 47. Anzo Smart Data Lake (ASDL) Machine Learning Data Catalog Software Revenue (US$, Mn), (2017-2022)
Table 48. Collibra Corporate Summary
Table 49. Collibra Machine Learning Data Catalog Software Product Offerings
Table 50. Collibra Machine Learning Data Catalog Software Revenue (US$, Mn), (2017-2022)
Table 51. Informatica Corporate Summary
Table 52. Informatica Machine Learning Data Catalog Software Product Offerings
Table 53. Informatica Machine Learning Data Catalog Software Revenue (US$, Mn), (2017-2022)
Table 54. Hortonworks Corporate Summary
Table 55. Hortonworks Machine Learning Data Catalog Software Product Offerings
Table 56. Hortonworks Machine Learning Data Catalog Software Revenue (US$, Mn), (2017-2022)
Table 57. Reltio Corporate Summary
Table 58. Reltio Machine Learning Data Catalog Software Product Offerings
Table 59. Reltio Machine Learning Data Catalog Software Revenue (US$, Mn), (2017-2022)
Table 60. Talend Corporate Summary
Table 61. Talend Machine Learning Data Catalog Software Product Offerings
Table 62. Talend Machine Learning Data Catalog Software Revenue (US$, Mn), (2017-2022)
List of Figures
Figure 1. Machine Learning Data Catalog Software Segment by Type in 2021
Figure 2. Machine Learning Data Catalog Software Segment by Application in 2021
Figure 3. Global Machine Learning Data Catalog Software Market Overview: 2021
Figure 4. Key Caveats
Figure 5. Global Machine Learning Data Catalog Software Market Size: 2021 VS 2028 (US$, Mn)
Figure 6. Global Machine Learning Data Catalog Software Revenue, 2017-2028 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Machine Learning Data Catalog Software Revenue in 2021
Figure 8. By Type - Global Machine Learning Data Catalog Software Revenue Market Share, 2017-2028
Figure 9. By Application - Global Machine Learning Data Catalog Software Revenue Market Share, 2017-2028
Figure 10. By Region - Global Machine Learning Data Catalog Software Revenue Market Share, 2017-2028
Figure 11. By Country - North America Machine Learning Data Catalog Software Revenue Market Share, 2017-2028
Figure 12. US Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2028
Figure 13. Canada Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2028
Figure 14. Mexico Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2028
Figure 15. By Country - Europe Machine Learning Data Catalog Software Revenue Market Share, 2017-2028
Figure 16. Germany Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2028
Figure 17. France Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2028
Figure 18. U.K. Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2028
Figure 19. Italy Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2028
Figure 20. Russia Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2028
Figure 21. Nordic Countries Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2028
Figure 22. Benelux Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2028
Figure 23. By Region - Asia Machine Learning Data Catalog Software Revenue Market Share, 2017-2028
Figure 24. China Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2028
Figure 25. Japan Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2028
Figure 26. South Korea Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2028
Figure 27. Southeast Asia Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2028
Figure 28. India Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2028
Figure 29. By Country - South America Machine Learning Data Catalog Software Revenue Market Share, 2017-2028
Figure 30. Brazil Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2028
Figure 31. Argentina Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2028
Figure 32. By Country - Middle East & Africa Machine Learning Data Catalog Software Revenue Market Share, 2017-2028
Figure 33. Turkey Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2028
Figure 34. Israel Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2028
Figure 35. Saudi Arabia Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2028
Figure 36. UAE Machine Learning Data Catalog Software Revenue, (US$, Mn), 2017-2028
Figure 37. IBM Machine Learning Data Catalog Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 38. Alation Machine Learning Data Catalog Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 39. Oracle Machine Learning Data Catalog Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 40. Cloudera Machine Learning Data Catalog Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 41. Unifi Machine Learning Data Catalog Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 42. Anzo Smart Data Lake (ASDL) Machine Learning Data Catalog Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 43. Collibra Machine Learning Data Catalog Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 44. Informatica Machine Learning Data Catalog Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 45. Hortonworks Machine Learning Data Catalog Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 46. Reltio Machine Learning Data Catalog Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 47. Talend Machine Learning Data Catalog Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
