Global Machine Learning Data Catalog Software Market Research Report 2023

Report ID: 1894695 | Published Date: Jan 2025 | No. of Page: 90 | Base Year: 2024 | Rating: 4.5 | Webstory: Check our Web story
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1 Report Overview
    1.1 Study Scope
    1.2 Market Analysis by Type
        1.2.1 Global Machine Learning Data Catalog Software Market Size Growth Rate by Type: 2017 VS 2021 VS 2028
        1.2.2 Cloud Based
        1.2.3 Web Based
    1.3 Market by Application
        1.3.1 Global Machine Learning Data Catalog Software Market Share by Application: 2017 VS 2021 VS 2028
        1.3.2 Large Enterprises
        1.3.3 SMEs
    1.4 Study Objectives
    1.5 Years Considered
2 Global Growth Trends
    2.1 Global Machine Learning Data Catalog Software Market Perspective (2017-2028)
    2.2 Machine Learning Data Catalog Software Growth Trends by Region
        2.2.1 Machine Learning Data Catalog Software Market Size by Region: 2017 VS 2021 VS 2028
        2.2.2 Machine Learning Data Catalog Software Historic Market Size by Region (2017-2022)
        2.2.3 Machine Learning Data Catalog Software Forecasted Market Size by Region (2023-2028)
    2.3 Machine Learning Data Catalog Software Market Dynamics
        2.3.1 Machine Learning Data Catalog Software Industry Trends
        2.3.2 Machine Learning Data Catalog Software Market Drivers
        2.3.3 Machine Learning Data Catalog Software Market Challenges
        2.3.4 Machine Learning Data Catalog Software Market Restraints
3 Competition Landscape by Key Players
    3.1 Global Top Machine Learning Data Catalog Software Players by Revenue
        3.1.1 Global Top Machine Learning Data Catalog Software Players by Revenue (2017-2022)
        3.1.2 Global Machine Learning Data Catalog Software Revenue Market Share by Players (2017-2022)
    3.2 Global Machine Learning Data Catalog Software Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
    3.3 Players Covered: Ranking by Machine Learning Data Catalog Software Revenue
    3.4 Global Machine Learning Data Catalog Software Market Concentration Ratio
        3.4.1 Global Machine Learning Data Catalog Software Market Concentration Ratio (CR5 and HHI)
        3.4.2 Global Top 10 and Top 5 Companies by Machine Learning Data Catalog Software Revenue in 2021
    3.5 Machine Learning Data Catalog Software Key Players Head office and Area Served
    3.6 Key Players Machine Learning Data Catalog Software Product Solution and Service
    3.7 Date of Enter into Machine Learning Data Catalog Software Market
    3.8 Mergers & Acquisitions, Expansion Plans
4 Machine Learning Data Catalog Software Breakdown Data by Type
    4.1 Global Machine Learning Data Catalog Software Historic Market Size by Type (2017-2022)
    4.2 Global Machine Learning Data Catalog Software Forecasted Market Size by Type (2023-2028)
5 Machine Learning Data Catalog Software Breakdown Data by Application
    5.1 Global Machine Learning Data Catalog Software Historic Market Size by Application (2017-2022)
    5.2 Global Machine Learning Data Catalog Software Forecasted Market Size by Application (2023-2028)
6 North America
    6.1 North America Machine Learning Data Catalog Software Market Size (2017-2028)
    6.2 North America Machine Learning Data Catalog Software Market Size by Country (2017-2022)
    6.3 North America Machine Learning Data Catalog Software Market Size by Country (2023-2028)
    6.4 United States
    6.5 Canada
7 Europe
    7.1 Europe Machine Learning Data Catalog Software Market Size (2017-2028)
    7.2 Europe Machine Learning Data Catalog Software Market Size by Country (2017-2022)
    7.3 Europe Machine Learning Data Catalog Software Market Size by Country (2023-2028)
    7.4 Germany
    7.5 France
    7.6 U.K.
    7.7 Italy
    7.8 Russia
    7.9 Nordic Countries
8 Asia-Pacific
    8.1 Asia-Pacific Machine Learning Data Catalog Software Market Size (2017-2028)
    8.2 Asia-Pacific Machine Learning Data Catalog Software Market Size by Country (2017-2022)
    8.3 Asia-Pacific Machine Learning Data Catalog Software Market Size by Country (2023-2028)
    8.4 China
    8.5 Japan
    8.6 South Korea
    8.7 Southeast Asia
    8.8 India
    8.9 Australia
9 Latin America
    9.1 Latin America Machine Learning Data Catalog Software Market Size (2017-2028)
    9.2 Latin America Machine Learning Data Catalog Software Market Size by Country (2017-2022)
    9.3 Latin America Machine Learning Data Catalog Software Market Size by Country (2023-2028)
    9.4 Mexico
    9.5 Brazil
10 Middle East & Africa
    10.1 Middle East & Africa Machine Learning Data Catalog Software Market Size (2017-2028)
    10.2 Middle East & Africa Machine Learning Data Catalog Software Market Size by Country (2017-2022)
    10.3 Middle East & Africa Machine Learning Data Catalog Software Market Size by Country (2023-2028)
    10.4 Turkey
    10.5 Saudi Arabia
    10.6 UAE
11 Key Players Profiles
    11.1 IBM
        11.1.1 IBM Company Detail
        11.1.2 IBM Business Overview
        11.1.3 IBM Machine Learning Data Catalog Software Introduction
        11.1.4 IBM Revenue in Machine Learning Data Catalog Software Business (2017-2022)
        11.1.5 IBM Recent Development
    11.2 Alation
        11.2.1 Alation Company Detail
        11.2.2 Alation Business Overview
        11.2.3 Alation Machine Learning Data Catalog Software Introduction
        11.2.4 Alation Revenue in Machine Learning Data Catalog Software Business (2017-2022)
        11.2.5 Alation Recent Development
    11.3 Oracle
        11.3.1 Oracle Company Detail
        11.3.2 Oracle Business Overview
        11.3.3 Oracle Machine Learning Data Catalog Software Introduction
        11.3.4 Oracle Revenue in Machine Learning Data Catalog Software Business (2017-2022)
        11.3.5 Oracle Recent Development
    11.4 Cloudera
        11.4.1 Cloudera Company Detail
        11.4.2 Cloudera Business Overview
        11.4.3 Cloudera Machine Learning Data Catalog Software Introduction
        11.4.4 Cloudera Revenue in Machine Learning Data Catalog Software Business (2017-2022)
        11.4.5 Cloudera Recent Development
    11.5 Unifi
        11.5.1 Unifi Company Detail
        11.5.2 Unifi Business Overview
        11.5.3 Unifi Machine Learning Data Catalog Software Introduction
        11.5.4 Unifi Revenue in Machine Learning Data Catalog Software Business (2017-2022)
        11.5.5 Unifi Recent Development
    11.6 Anzo Smart Data Lake (ASDL)
        11.6.1 Anzo Smart Data Lake (ASDL) Company Detail
        11.6.2 Anzo Smart Data Lake (ASDL) Business Overview
        11.6.3 Anzo Smart Data Lake (ASDL) Machine Learning Data Catalog Software Introduction
        11.6.4 Anzo Smart Data Lake (ASDL) Revenue in Machine Learning Data Catalog Software Business (2017-2022)
        11.6.5 Anzo Smart Data Lake (ASDL) Recent Development
    11.7 Collibra
        11.7.1 Collibra Company Detail
        11.7.2 Collibra Business Overview
        11.7.3 Collibra Machine Learning Data Catalog Software Introduction
        11.7.4 Collibra Revenue in Machine Learning Data Catalog Software Business (2017-2022)
        11.7.5 Collibra Recent Development
    11.8 Informatica
        11.8.1 Informatica Company Detail
        11.8.2 Informatica Business Overview
        11.8.3 Informatica Machine Learning Data Catalog Software Introduction
        11.8.4 Informatica Revenue in Machine Learning Data Catalog Software Business (2017-2022)
        11.8.5 Informatica Recent Development
    11.9 Hortonworks
        11.9.1 Hortonworks Company Detail
        11.9.2 Hortonworks Business Overview
        11.9.3 Hortonworks Machine Learning Data Catalog Software Introduction
        11.9.4 Hortonworks Revenue in Machine Learning Data Catalog Software Business (2017-2022)
        11.9.5 Hortonworks Recent Development
    11.10 Reltio
        11.10.1 Reltio Company Detail
        11.10.2 Reltio Business Overview
        11.10.3 Reltio Machine Learning Data Catalog Software Introduction
        11.10.4 Reltio Revenue in Machine Learning Data Catalog Software Business (2017-2022)
        11.10.5 Reltio Recent Development
    11.11 Talend
        11.11.1 Talend Company Detail
        11.11.2 Talend Business Overview
        11.11.3 Talend Machine Learning Data Catalog Software Introduction
        11.11.4 Talend Revenue in Machine Learning Data Catalog Software Business (2017-2022)
        11.11.5 Talend Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
    13.1 Research Methodology
        13.1.1 Methodology/Research Approach
        13.1.2 Data Source
    13.2 Disclaimer
    13.3 Author Details

List of Tables
    Table 1. Global Machine Learning Data Catalog Software Market Size Growth Rate by Type (US$ Million): 2017 VS 2021 VS 2028
    Table 2. Key Players of Cloud Based
    Table 3. Key Players of Web Based
    Table 4. Global Machine Learning Data Catalog Software Market Size Growth by Application (US$ Million): 2017 VS 2021 VS 2028
    Table 5. Global Machine Learning Data Catalog Software Market Size by Region (US$ Million): 2017 VS 2021 VS 2028
    Table 6. Global Machine Learning Data Catalog Software Market Size by Region (2017-2022) & (US$ Million)
    Table 7. Global Machine Learning Data Catalog Software Market Share by Region (2017-2022)
    Table 8. Global Machine Learning Data Catalog Software Forecasted Market Size by Region (2023-2028) & (US$ Million)
    Table 9. Global Machine Learning Data Catalog Software Market Share by Region (2023-2028)
    Table 10. Machine Learning Data Catalog Software Market Trends
    Table 11. Machine Learning Data Catalog Software Market Drivers
    Table 12. Machine Learning Data Catalog Software Market Challenges
    Table 13. Machine Learning Data Catalog Software Market Restraints
    Table 14. Global Machine Learning Data Catalog Software Revenue by Players (2017-2022) & (US$ Million)
    Table 15. Global Machine Learning Data Catalog Software Market Share by Players (2017-2022)
    Table 16. Global Top Machine Learning Data Catalog Software Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning Data Catalog Software as of 2021)
    Table 17. Ranking of Global Top Machine Learning Data Catalog Software Companies by Revenue (US$ Million) in 2021
    Table 18. Global 5 Largest Players Market Share by Machine Learning Data Catalog Software Revenue (CR5 and HHI) & (2017-2022)
    Table 19. Key Players Headquarters and Area Served
    Table 20. Key Players Machine Learning Data Catalog Software Product Solution and Service
    Table 21. Date of Enter into Machine Learning Data Catalog Software Market
    Table 22. Mergers & Acquisitions, Expansion Plans
    Table 23. Global Machine Learning Data Catalog Software Market Size by Type (2017-2022) & (US$ Million)
    Table 24. Global Machine Learning Data Catalog Software Revenue Market Share by Type (2017-2022)
    Table 25. Global Machine Learning Data Catalog Software Forecasted Market Size by Type (2023-2028) & (US$ Million)
    Table 26. Global Machine Learning Data Catalog Software Revenue Market Share by Type (2023-2028)
    Table 27. Global Machine Learning Data Catalog Software Market Size by Application (2017-2022) & (US$ Million)
    Table 28. Global Machine Learning Data Catalog Software Revenue Market Share by Application (2017-2022)
    Table 29. Global Machine Learning Data Catalog Software Forecasted Market Size by Application (2023-2028) & (US$ Million)
    Table 30. Global Machine Learning Data Catalog Software Revenue Market Share by Application (2023-2028)
    Table 31. North America Machine Learning Data Catalog Software Market Size by Country (2017-2022) & (US$ Million)
    Table 32. North America Machine Learning Data Catalog Software Market Size by Country (2023-2028) & (US$ Million)
    Table 33. Europe Machine Learning Data Catalog Software Market Size by Country (2017-2022) & (US$ Million)
    Table 34. Europe Machine Learning Data Catalog Software Market Size by Country (2023-2028) & (US$ Million)
    Table 35. Asia-Pacific Machine Learning Data Catalog Software Market Size by Region (2017-2022) & (US$ Million)
    Table 36. Asia-Pacific Machine Learning Data Catalog Software Market Size by Region (2023-2028) & (US$ Million)
    Table 37. Latin America Machine Learning Data Catalog Software Market Size by Country (2017-2022) & (US$ Million)
    Table 38. Latin America Machine Learning Data Catalog Software Market Size by Country (2023-2028) & (US$ Million)
    Table 39. Middle East & Africa Machine Learning Data Catalog Software Market Size by Country (2017-2022) & (US$ Million)
    Table 40. Middle East & Africa Machine Learning Data Catalog Software Market Size by Country (2023-2028) & (US$ Million)
    Table 41. IBM Company Detail
    Table 42. IBM Business Overview
    Table 43. IBM Machine Learning Data Catalog Software Product
    Table 44. IBM Revenue in Machine Learning Data Catalog Software Business (2017-2022) & (US$ Million)
    Table 45. IBM Recent Development
    Table 46. Alation Company Detail
    Table 47. Alation Business Overview
    Table 48. Alation Machine Learning Data Catalog Software Product
    Table 49. Alation Revenue in Machine Learning Data Catalog Software Business (2017-2022) & (US$ Million)
    Table 50. Alation Recent Development
    Table 51. Oracle Company Detail
    Table 52. Oracle Business Overview
    Table 53. Oracle Machine Learning Data Catalog Software Product
    Table 54. Oracle Revenue in Machine Learning Data Catalog Software Business (2017-2022) & (US$ Million)
    Table 55. Oracle Recent Development
    Table 56. Cloudera Company Detail
    Table 57. Cloudera Business Overview
    Table 58. Cloudera Machine Learning Data Catalog Software Product
    Table 59. Cloudera Revenue in Machine Learning Data Catalog Software Business (2017-2022) & (US$ Million)
    Table 60. Cloudera Recent Development
    Table 61. Unifi Company Detail
    Table 62. Unifi Business Overview
    Table 63. Unifi Machine Learning Data Catalog Software Product
    Table 64. Unifi Revenue in Machine Learning Data Catalog Software Business (2017-2022) & (US$ Million)
    Table 65. Unifi Recent Development
    Table 66. Anzo Smart Data Lake (ASDL) Company Detail
    Table 67. Anzo Smart Data Lake (ASDL) Business Overview
    Table 68. Anzo Smart Data Lake (ASDL) Machine Learning Data Catalog Software Product
    Table 69. Anzo Smart Data Lake (ASDL) Revenue in Machine Learning Data Catalog Software Business (2017-2022) & (US$ Million)
    Table 70. Anzo Smart Data Lake (ASDL) Recent Development
    Table 71. Collibra Company Detail
    Table 72. Collibra Business Overview
    Table 73. Collibra Machine Learning Data Catalog Software Product
    Table 74. Collibra Revenue in Machine Learning Data Catalog Software Business (2017-2022) & (US$ Million)
    Table 75. Collibra Recent Development
    Table 76. Informatica Company Detail
    Table 77. Informatica Business Overview
    Table 78. Informatica Machine Learning Data Catalog Software Product
    Table 79. Informatica Revenue in Machine Learning Data Catalog Software Business (2017-2022) & (US$ Million)
    Table 80. Informatica Recent Development
    Table 81. Hortonworks Company Detail
    Table 82. Hortonworks Business Overview
    Table 83. Hortonworks Machine Learning Data Catalog Software Product
    Table 84. Hortonworks Revenue in Machine Learning Data Catalog Software Business (2017-2022) & (US$ Million)
    Table 85. Hortonworks Recent Development
    Table 86. Reltio Company Detail
    Table 87. Reltio Business Overview
    Table 88. Reltio Machine Learning Data Catalog Software Product
    Table 89. Reltio Revenue in Machine Learning Data Catalog Software Business (2017-2022) & (US$ Million)
    Table 90. Reltio Recent Development
    Table 91. Talend Company Detail
    Table 92. Talend Business Overview
    Table 93. Talend Machine Learning Data Catalog SoftwareProduct
    Table 94. Talend Revenue in Machine Learning Data Catalog Software Business (2017-2022) & (US$ Million)
    Table 95. Talend Recent Development
    Table 96. Research Programs/Design for This Report
    Table 97. Key Data Information from Secondary Sources
    Table 98. Key Data Information from Primary Sources
List of Figures
    Figure 1. Global Machine Learning Data Catalog Software Market Share by Type: 2021 VS 2028
    Figure 2. Cloud Based Features
    Figure 3. Web Based Features
    Figure 4. Global Machine Learning Data Catalog Software Market Share by Application in 2021 & 2028
    Figure 5. Large Enterprises Case Studies
    Figure 6. SMEs Case Studies
    Figure 7. Machine Learning Data Catalog Software Report Years Considered
    Figure 8. Global Machine Learning Data Catalog Software Market Size (US$ Million), Year-over-Year: 2017-2028
    Figure 9. Global Machine Learning Data Catalog Software Market Size, (US$ Million), 2017 VS 2021 VS 2028
    Figure 10. Global Machine Learning Data Catalog Software Market Share by Region: 2021 VS 2028
    Figure 11. Global Machine Learning Data Catalog Software Market Share by Players in 2021
    Figure 12. Global Top Machine Learning Data Catalog Software Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning Data Catalog Software as of 2021)
    Figure 13. The Top 10 and 5 Players Market Share by Machine Learning Data Catalog Software Revenue in 2021
    Figure 14. North America Machine Learning Data Catalog Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 15. North America Machine Learning Data Catalog Software Market Share by Country (2017-2028)
    Figure 16. United States Machine Learning Data Catalog Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 17. Canada Machine Learning Data Catalog Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 18. Europe Machine Learning Data Catalog Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 19. Europe Machine Learning Data Catalog Software Market Share by Country (2017-2028)
    Figure 20. Germany Machine Learning Data Catalog Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 21. France Machine Learning Data Catalog Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 22. U.K. Machine Learning Data Catalog Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 23. Italy Machine Learning Data Catalog Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 24. Russia Machine Learning Data Catalog Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 25. Nordic Countries Machine Learning Data Catalog Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 26. Asia-Pacific Machine Learning Data Catalog Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 27. Asia-Pacific Machine Learning Data Catalog Software Market Share by Region (2017-2028)
    Figure 28. China Machine Learning Data Catalog Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 29. Japan Machine Learning Data Catalog Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 30. South Korea Machine Learning Data Catalog Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 31. Southeast Asia Machine Learning Data Catalog Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 32. India Machine Learning Data Catalog Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 33. Australia Machine Learning Data Catalog Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 34. Latin America Machine Learning Data Catalog Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 35. Latin America Machine Learning Data Catalog Software Market Share by Country (2017-2028)
    Figure 36. Mexico Machine Learning Data Catalog Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 37. Brazil Machine Learning Data Catalog Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 38. Middle East & Africa Machine Learning Data Catalog Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 39. Middle East & Africa Machine Learning Data Catalog Software Market Share by Country (2017-2028)
    Figure 40. Turkey Machine Learning Data Catalog Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 41. Saudi Arabia Machine Learning Data Catalog Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 42. IBM Revenue Growth Rate in Machine Learning Data Catalog Software Business (2017-2022)
    Figure 43. Alation Revenue Growth Rate in Machine Learning Data Catalog Software Business (2017-2022)
    Figure 44. Oracle Revenue Growth Rate in Machine Learning Data Catalog Software Business (2017-2022)
    Figure 45. Cloudera Revenue Growth Rate in Machine Learning Data Catalog Software Business (2017-2022)
    Figure 46. Unifi Revenue Growth Rate in Machine Learning Data Catalog Software Business (2017-2022)
    Figure 47. Anzo Smart Data Lake (ASDL) Revenue Growth Rate in Machine Learning Data Catalog Software Business (2017-2022)
    Figure 48. Collibra Revenue Growth Rate in Machine Learning Data Catalog Software Business (2017-2022)
    Figure 49. Informatica Revenue Growth Rate in Machine Learning Data Catalog Software Business (2017-2022)
    Figure 50. Hortonworks Revenue Growth Rate in Machine Learning Data Catalog Software Business (2017-2022)
    Figure 51. Reltio Revenue Growth Rate in Machine Learning Data Catalog Software Business (2017-2022)
    Figure 52. Talend Revenue Growth Rate in Machine Learning Data Catalog Software Business (2017-2022)
    Figure 53. Bottom-up and Top-down Approaches for This Report
    Figure 54. Data Triangulation
    Figure 55. Key Executives Interviewed
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Companies Included in Reports:
IBM
Alation
Oracle
Cloudera
Unifi
Anzo Smart Data Lake (ASDL)
Collibra
Informatica
Hortonworks
Reltio
Talend
Frequently Asked Questions
Machine Learning Data Catalog Software report offers great insights of the market and consumer data and their interpretation through various figures and graphs. Report has embedded global market and regional market deep analysis through various research methodologies. The report also offers great competitor analysis of the industries and highlights the key aspect of their business like success stories, market development and growth rate.
Machine Learning Data Catalog Software report is categorised based on following features:
  1. Global Market Players
  2. Geopolitical regions
  3. Consumer Insights
  4. Technological advancement
  5. Historic and Future Analysis of the Market
Machine Learning Data Catalog Software report is designed on the six basic aspects of analysing the market, which covers the SWOT and SWAR analysis like strength, weakness, opportunity, threat, aspirations and results. This methodology helps investors to reach on to the desired and correct decision to put their capital into the market.

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