List of Tables
Table 1. Global Machine Learning Operation Technology Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
Table 2. Key Players of On-premise
Table 3. Key Players of Cloud
Table 4. Global Machine Learning Operation Technology Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
Table 5. Global Machine Learning Operation Technology Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
Table 6. Global Machine Learning Operation Technology Market Size by Region (2020-2025) & (US$ Million)
Table 7. Global Machine Learning Operation Technology Market Share by Region (2020-2025)
Table 8. Global Machine Learning Operation Technology Forecasted Market Size by Region (2026-2031) & (US$ Million)
Table 9. Global Machine Learning Operation Technology Market Share by Region (2026-2031)
Table 10. Machine Learning Operation Technology Market Trends
Table 11. Machine Learning Operation Technology Market Drivers
Table 12. Machine Learning Operation Technology Market Challenges
Table 13. Machine Learning Operation Technology Market Restraints
Table 14. Global Machine Learning Operation Technology Revenue by Players (2020-2025) & (US$ Million)
Table 15. Global Machine Learning Operation Technology Market Share by Players (2020-2025)
Table 16. Global Top Machine Learning Operation Technology Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning Operation Technology as of 2024)
Table 17. Ranking of Global Top Machine Learning Operation Technology Companies by Revenue (US$ Million) in 2024
Table 18. Global 5 Largest Players Market Share by Machine Learning Operation Technology Revenue (CR5 and HHI) & (2020-2025)
Table 19. Global Key Players of Machine Learning Operation Technology, Headquarters and Area Served
Table 20. Global Key Players of Machine Learning Operation Technology, Product and Application
Table 21. Global Key Players of Machine Learning Operation Technology, Date of Enter into This Industry
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Machine Learning Operation Technology Market Size by Type (2020-2025) & (US$ Million)
Table 24. Global Machine Learning Operation Technology Revenue Market Share by Type (2020-2025)
Table 25. Global Machine Learning Operation Technology Forecasted Market Size by Type (2026-2031) & (US$ Million)
Table 26. Global Machine Learning Operation Technology Revenue Market Share by Type (2026-2031)
Table 27. Global Machine Learning Operation Technology Market Size by Application (2020-2025) & (US$ Million)
Table 28. Global Machine Learning Operation Technology Revenue Market Share by Application (2020-2025)
Table 29. Global Machine Learning Operation Technology Forecasted Market Size by Application (2026-2031) & (US$ Million)
Table 30. Global Machine Learning Operation Technology Revenue Market Share by Application (2026-2031)
Table 31. North America Machine Learning Operation Technology Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 32. North America Machine Learning Operation Technology Market Size by Country (2020-2025) & (US$ Million)
Table 33. North America Machine Learning Operation Technology Market Size by Country (2026-2031) & (US$ Million)
Table 34. Europe Machine Learning Operation Technology Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 35. Europe Machine Learning Operation Technology Market Size by Country (2020-2025) & (US$ Million)
Table 36. Europe Machine Learning Operation Technology Market Size by Country (2026-2031) & (US$ Million)
Table 37. Asia-Pacific Machine Learning Operation Technology Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
Table 38. Asia-Pacific Machine Learning Operation Technology Market Size by Region (2020-2025) & (US$ Million)
Table 39. Asia-Pacific Machine Learning Operation Technology Market Size by Region (2026-2031) & (US$ Million)
Table 40. Latin America Machine Learning Operation Technology Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 41. Latin America Machine Learning Operation Technology Market Size by Country (2020-2025) & (US$ Million)
Table 42. Latin America Machine Learning Operation Technology Market Size by Country (2026-2031) & (US$ Million)
Table 43. Middle East & Africa Machine Learning Operation Technology Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 44. Middle East & Africa Machine Learning Operation Technology Market Size by Country (2020-2025) & (US$ Million)
Table 45. Middle East & Africa Machine Learning Operation Technology Market Size by Country (2026-2031) & (US$ Million)
Table 46. Microsoft Company Details
Table 47. Microsoft Business Overview
Table 48. Microsoft Machine Learning Operation Technology Product
Table 49. Microsoft Revenue in Machine Learning Operation Technology Business (2020-2025) & (US$ Million)
Table 50. Microsoft Recent Development
Table 51. Amazon Company Details
Table 52. Amazon Business Overview
Table 53. Amazon Machine Learning Operation Technology Product
Table 54. Amazon Revenue in Machine Learning Operation Technology Business (2020-2025) & (US$ Million)
Table 55. Amazon Recent Development
Table 56. Google Company Details
Table 57. Google Business Overview
Table 58. Google Machine Learning Operation Technology Product
Table 59. Google Revenue in Machine Learning Operation Technology Business (2020-2025) & (US$ Million)
Table 60. Google Recent Development
Table 61. IBM Company Details
Table 62. IBM Business Overview
Table 63. IBM Machine Learning Operation Technology Product
Table 64. IBM Revenue in Machine Learning Operation Technology Business (2020-2025) & (US$ Million)
Table 65. IBM Recent Development
Table 66. Dataiku Company Details
Table 67. Dataiku Business Overview
Table 68. Dataiku Machine Learning Operation Technology Product
Table 69. Dataiku Revenue in Machine Learning Operation Technology Business (2020-2025) & (US$ Million)
Table 70. Dataiku Recent Development
Table 71. Lguazio Company Details
Table 72. Lguazio Business Overview
Table 73. Lguazio Machine Learning Operation Technology Product
Table 74. Lguazio Revenue in Machine Learning Operation Technology Business (2020-2025) & (US$ Million)
Table 75. Lguazio Recent Development
Table 76. Databricks Company Details
Table 77. Databricks Business Overview
Table 78. Databricks Machine Learning Operation Technology Product
Table 79. Databricks Revenue in Machine Learning Operation Technology Business (2020-2025) & (US$ Million)
Table 80. Databricks Recent Development
Table 81. DataRobot, Inc. Company Details
Table 82. DataRobot, Inc. Business Overview
Table 83. DataRobot, Inc. Machine Learning Operation Technology Product
Table 84. DataRobot, Inc. Revenue in Machine Learning Operation Technology Business (2020-2025) & (US$ Million)
Table 85. DataRobot, Inc. Recent Development
Table 86. Cloudera Company Details
Table 87. Cloudera Business Overview
Table 88. Cloudera Machine Learning Operation Technology Product
Table 89. Cloudera Revenue in Machine Learning Operation Technology Business (2020-2025) & (US$ Million)
Table 90. Cloudera Recent Development
Table 91. Modzy Company Details
Table 92. Modzy Business Overview
Table 93. Modzy Machine Learning Operation Technology Product
Table 94. Modzy Revenue in Machine Learning Operation Technology Business (2020-2025) & (US$ Million)
Table 95. Modzy Recent Development
Table 96. Algorithmia Company Details
Table 97. Algorithmia Business Overview
Table 98. Algorithmia Machine Learning Operation Technology Product
Table 99. Algorithmia Revenue in Machine Learning Operation Technology Business (2020-2025) & (US$ Million)
Table 100. Algorithmia Recent Development
Table 101. HPE Company Details
Table 102. HPE Business Overview
Table 103. HPE Machine Learning Operation Technology Product
Table 104. HPE Revenue in Machine Learning Operation Technology Business (2020-2025) & (US$ Million)
Table 105. HPE Recent Development
Table 106. Valohai Company Details
Table 107. Valohai Business Overview
Table 108. Valohai Machine Learning Operation Technology Product
Table 109. Valohai Revenue in Machine Learning Operation Technology Business (2020-2025) & (US$ Million)
Table 110. Valohai Recent Development
Table 111. Allegro AI Company Details
Table 112. Allegro AI Business Overview
Table 113. Allegro AI Machine Learning Operation Technology Product
Table 114. Allegro AI Revenue in Machine Learning Operation Technology Business (2020-2025) & (US$ Million)
Table 115. Allegro AI Recent Development
Table 116. Comet Company Details
Table 117. Comet Business Overview
Table 118. Comet Machine Learning Operation Technology Product
Table 119. Comet Revenue in Machine Learning Operation Technology Business (2020-2025) & (US$ Million)
Table 120. Comet Recent Development
Table 121. FloydHub Company Details
Table 122. FloydHub Business Overview
Table 123. FloydHub Machine Learning Operation Technology Product
Table 124. FloydHub Revenue in Machine Learning Operation Technology Business (2020-2025) & (US$ Million)
Table 125. FloydHub Recent Development
Table 126. Paperpace Company Details
Table 127. Paperpace Business Overview
Table 128. Paperpace Machine Learning Operation Technology Product
Table 129. Paperpace Revenue in Machine Learning Operation Technology Business (2020-2025) & (US$ Million)
Table 130. Paperpace Recent Development
Table 131. Cnvrg.io Company Details
Table 132. Cnvrg.io Business Overview
Table 133. Cnvrg.io Machine Learning Operation Technology Product
Table 134. Cnvrg.io Revenue in Machine Learning Operation Technology Business (2020-2025) & (US$ Million)
Table 135. Cnvrg.io Recent Development
Table 136. Research Programs/Design for This Report
Table 137. Key Data Information from Secondary Sources
Table 138. Key Data Information from Primary Sources
Table 139. Authors List of This Report
List of Figures
Figure 1. Machine Learning Operation Technology Picture
Figure 2. Global Machine Learning Operation Technology Market Size Comparison by Type (2020-2031) & (US$ Million)
Figure 3. Global Machine Learning Operation Technology Market Share by Type: 2024 VS 2031
Figure 4. On-premise Features
Figure 5. Cloud Features
Figure 6. Global Machine Learning Operation Technology Market Size by Application (2020-2031) & (US$ Million)
Figure 7. Global Machine Learning Operation Technology Market Share by Application: 2024 VS 2031
Figure 8. BFSI Case Studies
Figure 9. Healthcare Case Studies
Figure 10. Retail Case Studies
Figure 11. Manufacturing Case Studies
Figure 12. Public Sector Case Studies
Figure 13. Others Case Studies
Figure 14. Machine Learning Operation Technology Report Years Considered
Figure 15. Global Machine Learning Operation Technology Market Size (US$ Million), Year-over-Year: 2020-2031
Figure 16. Global Machine Learning Operation Technology Market Size, (US$ Million), 2020 VS 2024 VS 2031
Figure 17. Global Machine Learning Operation Technology Market Share by Region: 2024 VS 2031
Figure 18. Global Machine Learning Operation Technology Market Share by Players in 2024
Figure 19. Global Top Machine Learning Operation Technology Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning Operation Technology as of 2024)
Figure 20. The Top 10 and 5 Players Market Share by Machine Learning Operation Technology Revenue in 2024
Figure 21. North America Machine Learning Operation Technology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 22. North America Machine Learning Operation Technology Market Share by Country (2020-2031)
Figure 23. United States Machine Learning Operation Technology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 24. Canada Machine Learning Operation Technology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 25. Europe Machine Learning Operation Technology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 26. Europe Machine Learning Operation Technology Market Share by Country (2020-2031)
Figure 27. Germany Machine Learning Operation Technology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 28. France Machine Learning Operation Technology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 29. U.K. Machine Learning Operation Technology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 30. Italy Machine Learning Operation Technology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 31. Russia Machine Learning Operation Technology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 32. Nordic Countries Machine Learning Operation Technology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 33. Asia-Pacific Machine Learning Operation Technology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 34. Asia-Pacific Machine Learning Operation Technology Market Share by Region (2020-2031)
Figure 35. China Machine Learning Operation Technology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 36. Japan Machine Learning Operation Technology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 37. South Korea Machine Learning Operation Technology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 38. Southeast Asia Machine Learning Operation Technology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 39. India Machine Learning Operation Technology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 40. Australia Machine Learning Operation Technology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 41. Latin America Machine Learning Operation Technology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 42. Latin America Machine Learning Operation Technology Market Share by Country (2020-2031)
Figure 43. Mexico Machine Learning Operation Technology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 44. Brazil Machine Learning Operation Technology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 45. Middle East & Africa Machine Learning Operation Technology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 46. Middle East & Africa Machine Learning Operation Technology Market Share by Country (2020-2031)
Figure 47. Turkey Machine Learning Operation Technology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 48. Saudi Arabia Machine Learning Operation Technology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 49. UAE Machine Learning Operation Technology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 50. Microsoft Revenue Growth Rate in Machine Learning Operation Technology Business (2020-2025)
Figure 51. Amazon Revenue Growth Rate in Machine Learning Operation Technology Business (2020-2025)
Figure 52. Google Revenue Growth Rate in Machine Learning Operation Technology Business (2020-2025)
Figure 53. IBM Revenue Growth Rate in Machine Learning Operation Technology Business (2020-2025)
Figure 54. Dataiku Revenue Growth Rate in Machine Learning Operation Technology Business (2020-2025)
Figure 55. Lguazio Revenue Growth Rate in Machine Learning Operation Technology Business (2020-2025)
Figure 56. Databricks Revenue Growth Rate in Machine Learning Operation Technology Business (2020-2025)
Figure 57. DataRobot, Inc. Revenue Growth Rate in Machine Learning Operation Technology Business (2020-2025)
Figure 58. Cloudera Revenue Growth Rate in Machine Learning Operation Technology Business (2020-2025)
Figure 59. Modzy Revenue Growth Rate in Machine Learning Operation Technology Business (2020-2025)
Figure 60. Algorithmia Revenue Growth Rate in Machine Learning Operation Technology Business (2020-2025)
Figure 61. HPE Revenue Growth Rate in Machine Learning Operation Technology Business (2020-2025)
Figure 62. Valohai Revenue Growth Rate in Machine Learning Operation Technology Business (2020-2025)
Figure 63. Allegro AI Revenue Growth Rate in Machine Learning Operation Technology Business (2020-2025)
Figure 64. Comet Revenue Growth Rate in Machine Learning Operation Technology Business (2020-2025)
Figure 65. FloydHub Revenue Growth Rate in Machine Learning Operation Technology Business (2020-2025)
Figure 66. Paperpace Revenue Growth Rate in Machine Learning Operation Technology Business (2020-2025)
Figure 67. Cnvrg.io Revenue Growth Rate in Machine Learning Operation Technology Business (2020-2025)
Figure 68. Bottom-up and Top-down Approaches for This Report
Figure 69. Data Triangulation
Figure 70. Key Executives Interviewed
