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Global Machine Learning Operation Technology Market Research Report 2024
Synopsis
Market Analysis and Insights: Global Machine Learning Operation Technology Market
Machine Learning Operations is the process of taking an experimental Machine Learning model into a production system. The word is a compound of “Machine Learning” and the continuous development practice of DevOps in the software field. Machine Learning models are tested and developed in isolated experimental systems. When an algorithm is ready to be launched, MLOps is practiced between Data Scientists, DevOps, and Machine Learning engineers to transition the algorithm to production systems. Similar to DevOps or DataOps approaches, MLOps seeks to increase automation and improve the quality of production models, while also focusing on business and regulatory requirements. While MLOps started as a set of best practices, it is slowly evolving into an independent approach to ML lifecycle management. MLOps applies to the entire lifecycle - from integrating with model generation (software development lifecycle, continuous integration/continuous delivery), orchestration, and deployment, to health, diagnostics, governance, and business metrics.
The global Machine Learning Operation Technology market size is projected to reach US$ million by 2028, from US$ million in 2021, at a CAGR of % during 2022-2028.
Fully considering the economic change by this health crisis, On-premise accounting for % of the Machine Learning Operation Technology global market in 2021, is projected to value US$ million by 2028, growing at a revised % CAGR in the post-COVID-19 period. While BFSI segment is altered to an % CAGR throughout this forecast period.
China Machine Learning Operation Technology market size is valued at US$ million in 2021, while the North America and Europe Machine Learning Operation Technology are US$ million and US$ million, severally. The proportion of the North America is % in 2021, while China and Europe are % and respectively, and it is predicted that China proportion will reach % in 2028, trailing a CAGR of % through the analysis period. Japan, South Korea, and Southeast Asia are noteworthy markets in Asia, with CAGR %, %, and % respectively for the next 6-year period. As for the Europe Machine Learning Operation Technology landscape, Germany is projected to reach US$ million by 2028 trailing a CAGR of % over the forecast period.
With industry-standard accuracy in analysis and high data integrity, the report makes a brilliant attempt to unveil key opportunities available in the global Machine Learning Operation Technology market to help players in achieving a strong market position. Buyers of the report can access verified and reliable market forecasts, including those for the overall size of the global Machine Learning Operation Technology market in terms of revenue.
Overall, the report proves to be an effective tool that players can use to gain a competitive edge over their competitors and ensure lasting success in the global Machine Learning Operation Technology market. All of the findings, data, and information provided in the report are validated and revalidated with the help of trustworthy sources. The analysts who have authored the report took a unique and industry-best research and analysis approach for an in-depth study of the global Machine Learning Operation Technology market.
Global Machine Learning Operation Technology Scope and Market Size
Machine Learning Operation Technology market is segmented by players, region (country), by Type and by Application. Players, stakeholders, and other participants in the global Machine Learning Operation Technology market will be able to gain the upper hand as they use the report as a powerful resource. The segmental analysis focuses on revenue and forecast by Type and by Application for the period 2017-2028.
Segment by Type
On-premise
Cloud
Segment by Application
BFSI
Healthcare
Retail
Manufacturing
Public Sector
Others
By Region
North America
United States
Canada
Europe
Germany
France
UK
Italy
Russia
Nordic Countries
Rest of Europe
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia
Rest of Asia
Latin America
Mexico
Brazil
Rest of Latin America
Middle East & Africa
Turkey
Saudi Arabia
UAE
Rest of MEA
By Company
Microsoft
Amazon
Google
IBM
Dataiku
Lguazio
Databricks
DataRobot, Inc.
Cloudera
Modzy
Algorithmia
HPE
Valohai
Allegro AI
Comet
FloydHub
Paperpace
Cnvrg.io
Market Analysis and Insights: Global Machine Learning Operation Technology Market
Machine Learning Operations is the process of taking an experimental Machine Learning model into a production system. The word is a compound of “Machine Learning” and the continuous development practice of DevOps in the software field. Machine Learning models are tested and developed in isolated experimental systems. When an algorithm is ready to be launched, MLOps is practiced between Data Scientists, DevOps, and Machine Learning engineers to transition the algorithm to production systems. Similar to DevOps or DataOps approaches, MLOps seeks to increase automation and improve the quality of production models, while also focusing on business and regulatory requirements. While MLOps started as a set of best practices, it is slowly evolving into an independent approach to ML lifecycle management. MLOps applies to the entire lifecycle - from integrating with model generation (software development lifecycle, continuous integration/continuous delivery), orchestration, and deployment, to health, diagnostics, governance, and business metrics.
The global Machine Learning Operation Technology market size is projected to reach US$ million by 2028, from US$ million in 2021, at a CAGR of % during 2022-2028.
Fully considering the economic change by this health crisis, On-premise accounting for % of the Machine Learning Operation Technology global market in 2021, is projected to value US$ million by 2028, growing at a revised % CAGR in the post-COVID-19 period. While BFSI segment is altered to an % CAGR throughout this forecast period.
China Machine Learning Operation Technology market size is valued at US$ million in 2021, while the North America and Europe Machine Learning Operation Technology are US$ million and US$ million, severally. The proportion of the North America is % in 2021, while China and Europe are % and respectively, and it is predicted that China proportion will reach % in 2028, trailing a CAGR of % through the analysis period. Japan, South Korea, and Southeast Asia are noteworthy markets in Asia, with CAGR %, %, and % respectively for the next 6-year period. As for the Europe Machine Learning Operation Technology landscape, Germany is projected to reach US$ million by 2028 trailing a CAGR of % over the forecast period.
With industry-standard accuracy in analysis and high data integrity, the report makes a brilliant attempt to unveil key opportunities available in the global Machine Learning Operation Technology market to help players in achieving a strong market position. Buyers of the report can access verified and reliable market forecasts, including those for the overall size of the global Machine Learning Operation Technology market in terms of revenue.
Overall, the report proves to be an effective tool that players can use to gain a competitive edge over their competitors and ensure lasting success in the global Machine Learning Operation Technology market. All of the findings, data, and information provided in the report are validated and revalidated with the help of trustworthy sources. The analysts who have authored the report took a unique and industry-best research and analysis approach for an in-depth study of the global Machine Learning Operation Technology market.
Global Machine Learning Operation Technology Scope and Market Size
Machine Learning Operation Technology market is segmented by players, region (country), by Type and by Application. Players, stakeholders, and other participants in the global Machine Learning Operation Technology market will be able to gain the upper hand as they use the report as a powerful resource. The segmental analysis focuses on revenue and forecast by Type and by Application for the period 2017-2028.
Segment by Type
On-premise
Cloud
Segment by Application
BFSI
Healthcare
Retail
Manufacturing
Public Sector
Others
By Region
North America
United States
Canada
Europe
Germany
France
UK
Italy
Russia
Nordic Countries
Rest of Europe
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia
Rest of Asia
Latin America
Mexico
Brazil
Rest of Latin America
Middle East & Africa
Turkey
Saudi Arabia
UAE
Rest of MEA
By Company
Microsoft
Amazon
IBM
Dataiku
Lguazio
Databricks
DataRobot, Inc.
Cloudera
Modzy
Algorithmia
HPE
Valohai
Allegro AI
Comet
FloydHub
Paperpace
Cnvrg.io
Index1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Machine Learning Operation Technology Market Size Growth Rate by Type: 2017 VS 2021 VS 2028
1.2.2 On-premise
1.2.3 Cloud
1.3 Market by Application
1.3.1 Global Machine Learning Operation Technology Market Share by Application: 2017 VS 2021 VS 2028
1.3.2 BFSI
1.3.3 Healthcare
1.3.4 Retail
1.3.5 Manufacturing
1.3.6 Public Sector
1.3.7 Others
1.4 Study Objectives
1.5 Years Considered
2 Global Growth Trends
2.1 Global Machine Learning Operation Technology Market Perspective (2017-2028)
2.2 Machine Learning Operation Technology Growth Trends by Region
2.2.1 Machine Learning Operation Technology Market Size by Region: 2017 VS 2021 VS 2028
2.2.2 Machine Learning Operation Technology Historic Market Size by Region (2017-2022)
2.2.3 Machine Learning Operation Technology Forecasted Market Size by Region (2023-2028)
2.3 Machine Learning Operation Technology Market Dynamics
2.3.1 Machine Learning Operation Technology Industry Trends
2.3.2 Machine Learning Operation Technology Market Drivers
2.3.3 Machine Learning Operation Technology Market Challenges
2.3.4 Machine Learning Operation Technology Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Machine Learning Operation Technology Players by Revenue
3.1.1 Global Top Machine Learning Operation Technology Players by Revenue (2017-2022)
3.1.2 Global Machine Learning Operation Technology Revenue Market Share by Players (2017-2022)
3.2 Global Machine Learning Operation Technology Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Machine Learning Operation Technology Revenue
3.4 Global Machine Learning Operation Technology Market Concentration Ratio
3.4.1 Global Machine Learning Operation Technology Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Machine Learning Operation Technology Revenue in 2021
3.5 Machine Learning Operation Technology Key Players Head office and Area Served
3.6 Key Players Machine Learning Operation Technology Product Solution and Service
3.7 Date of Enter into Machine Learning Operation Technology Market
3.8 Mergers & Acquisitions, Expansion Plans
4 Machine Learning Operation Technology Breakdown Data by Type
4.1 Global Machine Learning Operation Technology Historic Market Size by Type (2017-2022)
4.2 Global Machine Learning Operation Technology Forecasted Market Size by Type (2023-2028)
5 Machine Learning Operation Technology Breakdown Data by Application
5.1 Global Machine Learning Operation Technology Historic Market Size by Application (2017-2022)
5.2 Global Machine Learning Operation Technology Forecasted Market Size by Application (2023-2028)
6 North America
6.1 North America Machine Learning Operation Technology Market Size (2017-2028)
6.2 North America Machine Learning Operation Technology Market Size by Country (2017-2022)
6.3 North America Machine Learning Operation Technology Market Size by Country (2023-2028)
6.4 United States
6.5 Canada
7 Europe
7.1 Europe Machine Learning Operation Technology Market Size (2017-2028)
7.2 Europe Machine Learning Operation Technology Market Size by Country (2017-2022)
7.3 Europe Machine Learning Operation Technology 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 Operation Technology Market Size (2017-2028)
8.2 Asia-Pacific Machine Learning Operation Technology Market Size by Country (2017-2022)
8.3 Asia-Pacific Machine Learning Operation Technology 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 Operation Technology Market Size (2017-2028)
9.2 Latin America Machine Learning Operation Technology Market Size by Country (2017-2022)
9.3 Latin America Machine Learning Operation Technology Market Size by Country (2023-2028)
9.4 Mexico
9.5 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Machine Learning Operation Technology Market Size (2017-2028)
10.2 Middle East & Africa Machine Learning Operation Technology Market Size by Country (2017-2022)
10.3 Middle East & Africa Machine Learning Operation Technology Market Size by Country (2023-2028)
10.4 Turkey
10.5 Saudi Arabia
10.6 UAE
11 Key Players Profiles
11.1 Microsoft
11.1.1 Microsoft Company Detail
11.1.2 Microsoft Business Overview
11.1.3 Microsoft Machine Learning Operation Technology Introduction
11.1.4 Microsoft Revenue in Machine Learning Operation Technology Business (2017-2022)
11.1.5 Microsoft Recent Development
11.2 Amazon
11.2.1 Amazon Company Detail
11.2.2 Amazon Business Overview
11.2.3 Amazon Machine Learning Operation Technology Introduction
11.2.4 Amazon Revenue in Machine Learning Operation Technology Business (2017-2022)
11.2.5 Amazon Recent Development
11.3 Google
11.3.1 Google Company Detail
11.3.2 Google Business Overview
11.3.3 Google Machine Learning Operation Technology Introduction
11.3.4 Google Revenue in Machine Learning Operation Technology Business (2017-2022)
11.3.5 Google Recent Development
11.4 IBM
11.4.1 IBM Company Detail
11.4.2 IBM Business Overview
11.4.3 IBM Machine Learning Operation Technology Introduction
11.4.4 IBM Revenue in Machine Learning Operation Technology Business (2017-2022)
11.4.5 IBM Recent Development
11.5 Dataiku
11.5.1 Dataiku Company Detail
11.5.2 Dataiku Business Overview
11.5.3 Dataiku Machine Learning Operation Technology Introduction
11.5.4 Dataiku Revenue in Machine Learning Operation Technology Business (2017-2022)
11.5.5 Dataiku Recent Development
11.6 Lguazio
11.6.1 Lguazio Company Detail
11.6.2 Lguazio Business Overview
11.6.3 Lguazio Machine Learning Operation Technology Introduction
11.6.4 Lguazio Revenue in Machine Learning Operation Technology Business (2017-2022)
11.6.5 Lguazio Recent Development
11.7 Databricks
11.7.1 Databricks Company Detail
11.7.2 Databricks Business Overview
11.7.3 Databricks Machine Learning Operation Technology Introduction
11.7.4 Databricks Revenue in Machine Learning Operation Technology Business (2017-2022)
11.7.5 Databricks Recent Development
11.8 DataRobot, Inc.
11.8.1 DataRobot, Inc. Company Detail
11.8.2 DataRobot, Inc. Business Overview
11.8.3 DataRobot, Inc. Machine Learning Operation Technology Introduction
11.8.4 DataRobot, Inc. Revenue in Machine Learning Operation Technology Business (2017-2022)
11.8.5 DataRobot, Inc. Recent Development
11.9 Cloudera
11.9.1 Cloudera Company Detail
11.9.2 Cloudera Business Overview
11.9.3 Cloudera Machine Learning Operation Technology Introduction
11.9.4 Cloudera Revenue in Machine Learning Operation Technology Business (2017-2022)
11.9.5 Cloudera Recent Development
11.10 Modzy
11.10.1 Modzy Company Detail
11.10.2 Modzy Business Overview
11.10.3 Modzy Machine Learning Operation Technology Introduction
11.10.4 Modzy Revenue in Machine Learning Operation Technology Business (2017-2022)
11.10.5 Modzy Recent Development
11.11 Algorithmia
11.11.1 Algorithmia Company Detail
11.11.2 Algorithmia Business Overview
11.11.3 Algorithmia Machine Learning Operation Technology Introduction
11.11.4 Algorithmia Revenue in Machine Learning Operation Technology Business (2017-2022)
11.11.5 Algorithmia Recent Development
11.12 HPE
11.12.1 HPE Company Detail
11.12.2 HPE Business Overview
11.12.3 HPE Machine Learning Operation Technology Introduction
11.12.4 HPE Revenue in Machine Learning Operation Technology Business (2017-2022)
11.12.5 HPE Recent Development
11.13 Valohai
11.13.1 Valohai Company Detail
11.13.2 Valohai Business Overview
11.13.3 Valohai Machine Learning Operation Technology Introduction
11.13.4 Valohai Revenue in Machine Learning Operation Technology Business (2017-2022)
11.13.5 Valohai Recent Development
11.14 Allegro AI
11.14.1 Allegro AI Company Detail
11.14.2 Allegro AI Business Overview
11.14.3 Allegro AI Machine Learning Operation Technology Introduction
11.14.4 Allegro AI Revenue in Machine Learning Operation Technology Business (2017-2022)
11.14.5 Allegro AI Recent Development
11.15 Comet
11.15.1 Comet Company Detail
11.15.2 Comet Business Overview
11.15.3 Comet Machine Learning Operation Technology Introduction
11.15.4 Comet Revenue in Machine Learning Operation Technology Business (2017-2022)
11.15.5 Comet Recent Development
11.16 FloydHub
11.16.1 FloydHub Company Detail
11.16.2 FloydHub Business Overview
11.16.3 FloydHub Machine Learning Operation Technology Introduction
11.16.4 FloydHub Revenue in Machine Learning Operation Technology Business (2017-2022)
11.16.5 FloydHub Recent Development
11.17 Paperpace
11.17.1 Paperpace Company Detail
11.17.2 Paperpace Business Overview
11.17.3 Paperpace Machine Learning Operation Technology Introduction
11.17.4 Paperpace Revenue in Machine Learning Operation Technology Business (2017-2022)
11.17.5 Paperpace Recent Development
11.18 Cnvrg.io
11.18.1 Cnvrg.io Company Detail
11.18.2 Cnvrg.io Business Overview
11.18.3 Cnvrg.io Machine Learning Operation Technology Introduction
11.18.4 Cnvrg.io Revenue in Machine Learning Operation Technology Business (2017-2022)
11.18.5 Cnvrg.io 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 TablesList of Tables
Table 1. Global Machine Learning Operation Technology Market Size Growth Rate by Type (US$ Million): 2017 VS 2021 VS 2028
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): 2017 VS 2021 VS 2028
Table 5. Global Machine Learning Operation Technology Market Size by Region (US$ Million): 2017 VS 2021 VS 2028
Table 6. Global Machine Learning Operation Technology Market Size by Region (2017-2022) & (US$ Million)
Table 7. Global Machine Learning Operation Technology Market Share by Region (2017-2022)
Table 8. Global Machine Learning Operation Technology Forecasted Market Size by Region (2023-2028) & (US$ Million)
Table 9. Global Machine Learning Operation Technology Market Share by Region (2023-2028)
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 (2017-2022) & (US$ Million)
Table 15. Global Machine Learning Operation Technology Market Share by Players (2017-2022)
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 2021)
Table 17. Ranking of Global Top Machine Learning Operation Technology Companies by Revenue (US$ Million) in 2021
Table 18. Global 5 Largest Players Market Share by Machine Learning Operation Technology Revenue (CR5 and HHI) & (2017-2022)
Table 19. Key Players Headquarters and Area Served
Table 20. Key Players Machine Learning Operation Technology Product Solution and Service
Table 21. Date of Enter into Machine Learning Operation Technology Market
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Machine Learning Operation Technology Market Size by Type (2017-2022) & (US$ Million)
Table 24. Global Machine Learning Operation Technology Revenue Market Share by Type (2017-2022)
Table 25. Global Machine Learning Operation Technology Forecasted Market Size by Type (2023-2028) & (US$ Million)
Table 26. Global Machine Learning Operation Technology Revenue Market Share by Type (2023-2028)
Table 27. Global Machine Learning Operation Technology Market Size by Application (2017-2022) & (US$ Million)
Table 28. Global Machine Learning Operation Technology Revenue Market Share by Application (2017-2022)
Table 29. Global Machine Learning Operation Technology Forecasted Market Size by Application (2023-2028) & (US$ Million)
Table 30. Global Machine Learning Operation Technology Revenue Market Share by Application (2023-2028)
Table 31. North America Machine Learning Operation Technology Market Size by Country (2017-2022) & (US$ Million)
Table 32. North America Machine Learning Operation Technology Market Size by Country (2023-2028) & (US$ Million)
Table 33. Europe Machine Learning Operation Technology Market Size by Country (2017-2022) & (US$ Million)
Table 34. Europe Machine Learning Operation Technology Market Size by Country (2023-2028) & (US$ Million)
Table 35. Asia-Pacific Machine Learning Operation Technology Market Size by Region (2017-2022) & (US$ Million)
Table 36. Asia-Pacific Machine Learning Operation Technology Market Size by Region (2023-2028) & (US$ Million)
Table 37. Latin America Machine Learning Operation Technology Market Size by Country (2017-2022) & (US$ Million)
Table 38. Latin America Machine Learning Operation Technology Market Size by Country (2023-2028) & (US$ Million)
Table 39. Middle East & Africa Machine Learning Operation Technology Market Size by Country (2017-2022) & (US$ Million)
Table 40. Middle East & Africa Machine Learning Operation Technology Market Size by Country (2023-2028) & (US$ Million)
Table 41. Microsoft Company Detail
Table 42. Microsoft Business Overview
Table 43. Microsoft Machine Learning Operation Technology Product
Table 44. Microsoft Revenue in Machine Learning Operation Technology Business (2017-2022) & (US$ Million)
Table 45. Microsoft Recent Development
Table 46. Amazon Company Detail
Table 47. Amazon Business Overview
Table 48. Amazon Machine Learning Operation Technology Product
Table 49. Amazon Revenue in Machine Learning Operation Technology Business (2017-2022) & (US$ Million)
Table 50. Amazon Recent Development
Table 51. Google Company Detail
Table 52. Google Business Overview
Table 53. Google Machine Learning Operation Technology Product
Table 54. Google Revenue in Machine Learning Operation Technology Business (2017-2022) & (US$ Million)
Table 55. Google Recent Development
Table 56. IBM Company Detail
Table 57. IBM Business Overview
Table 58. IBM Machine Learning Operation Technology Product
Table 59. IBM Revenue in Machine Learning Operation Technology Business (2017-2022) & (US$ Million)
Table 60. IBM Recent Development
Table 61. Dataiku Company Detail
Table 62. Dataiku Business Overview
Table 63. Dataiku Machine Learning Operation Technology Product
Table 64. Dataiku Revenue in Machine Learning Operation Technology Business (2017-2022) & (US$ Million)
Table 65. Dataiku Recent Development
Table 66. Lguazio Company Detail
Table 67. Lguazio Business Overview
Table 68. Lguazio Machine Learning Operation Technology Product
Table 69. Lguazio Revenue in Machine Learning Operation Technology Business (2017-2022) & (US$ Million)
Table 70. Lguazio Recent Development
Table 71. Databricks Company Detail
Table 72. Databricks Business Overview
Table 73. Databricks Machine Learning Operation Technology Product
Table 74. Databricks Revenue in Machine Learning Operation Technology Business (2017-2022) & (US$ Million)
Table 75. Databricks Recent Development
Table 76. DataRobot, Inc. Company Detail
Table 77. DataRobot, Inc. Business Overview
Table 78. DataRobot, Inc. Machine Learning Operation Technology Product
Table 79. DataRobot, Inc. Revenue in Machine Learning Operation Technology Business (2017-2022) & (US$ Million)
Table 80. DataRobot, Inc. Recent Development
Table 81. Cloudera Company Detail
Table 82. Cloudera Business Overview
Table 83. Cloudera Machine Learning Operation Technology Product
Table 84. Cloudera Revenue in Machine Learning Operation Technology Business (2017-2022) & (US$ Million)
Table 85. Cloudera Recent Development
Table 86. Modzy Company Detail
Table 87. Modzy Business Overview
Table 88. Modzy Machine Learning Operation Technology Product
Table 89. Modzy Revenue in Machine Learning Operation Technology Business (2017-2022) & (US$ Million)
Table 90. Modzy Recent Development
Table 91. Algorithmia Company Detail
Table 92. Algorithmia Business Overview
Table 93. Algorithmia Machine Learning Operation TechnologyProduct
Table 94. Algorithmia Revenue in Machine Learning Operation Technology Business (2017-2022) & (US$ Million)
Table 95. Algorithmia Recent Development
Table 96. HPE Company Detail
Table 97. HPE Business Overview
Table 98. HPE Machine Learning Operation TechnologyProduct
Table 99. HPE Revenue in Machine Learning Operation Technology Business (2017-2022) & (US$ Million)
Table 100. HPE Recent Development
Table 101. Valohai Company Detail
Table 102. Valohai Business Overview
Table 103. Valohai Machine Learning Operation TechnologyProduct
Table 104. Valohai Revenue in Machine Learning Operation Technology Business (2017-2022) & (US$ Million)
Table 105. Valohai Recent Development
Table 106. Allegro AI Company Detail
Table 107. Allegro AI Business Overview
Table 108. Allegro AI Machine Learning Operation TechnologyProduct
Table 109. Allegro AI Revenue in Machine Learning Operation Technology Business (2017-2022) & (US$ Million)
Table 110. Allegro AI Recent Development
Table 111. Comet Company Detail
Table 112. Comet Business Overview
Table 113. Comet Machine Learning Operation TechnologyProduct
Table 114. Comet Revenue in Machine Learning Operation Technology Business (2017-2022) & (US$ Million)
Table 115. Comet Recent Development
Table 116. FloydHub Company Detail
Table 117. FloydHub Business Overview
Table 118. FloydHub Machine Learning Operation TechnologyProduct
Table 119. FloydHub Revenue in Machine Learning Operation Technology Business (2017-2022) & (US$ Million)
Table 120. FloydHub Recent Development
Table 121. Paperpace Company Detail
Table 122. Paperpace Business Overview
Table 123. Paperpace Machine Learning Operation TechnologyProduct
Table 124. Paperpace Revenue in Machine Learning Operation Technology Business (2017-2022) & (US$ Million)
Table 125. Paperpace Recent Development
Table 126. Cnvrg.io Company Detail
Table 127. Cnvrg.io Business Overview
Table 128. Cnvrg.io Machine Learning Operation TechnologyProduct
Table 129. Cnvrg.io Revenue in Machine Learning Operation Technology Business (2017-2022) & (US$ Million)
Table 130. Cnvrg.io Recent Development
Table 131. Research Programs/Design for This Report
Table 132. Key Data Information from Secondary Sources
Table 133. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Machine Learning Operation Technology Market Share by Type: 2021 VS 2028
Figure 2. On-premise Features
Figure 3. Cloud Features
Figure 4. Global Machine Learning Operation Technology Market Share by Application in 2021 & 2028
Figure 5. BFSI Case Studies
Figure 6. Healthcare Case Studies
Figure 7. Retail Case Studies
Figure 8. Manufacturing Case Studies
Figure 9. Public Sector Case Studies
Figure 10. Others Case Studies
Figure 11. Machine Learning Operation Technology Report Years Considered
Figure 12. Global Machine Learning Operation Technology Market Size (US$ Million), Year-over-Year: 2017-2028
Figure 13. Global Machine Learning Operation Technology Market Size, (US$ Million), 2017 VS 2021 VS 2028
Figure 14. Global Machine Learning Operation Technology Market Share by Region: 2021 VS 2028
Figure 15. Global Machine Learning Operation Technology Market Share by Players in 2021
Figure 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 2021)
Figure 17. The Top 10 and 5 Players Market Share by Machine Learning Operation Technology Revenue in 2021
Figure 18. North America Machine Learning Operation Technology Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 19. North America Machine Learning Operation Technology Market Share by Country (2017-2028)
Figure 20. United States Machine Learning Operation Technology Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 21. Canada Machine Learning Operation Technology Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 22. Europe Machine Learning Operation Technology Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 23. Europe Machine Learning Operation Technology Market Share by Country (2017-2028)
Figure 24. Germany Machine Learning Operation Technology Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 25. France Machine Learning Operation Technology Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 26. U.K. Machine Learning Operation Technology Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 27. Italy Machine Learning Operation Technology Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 28. Russia Machine Learning Operation Technology Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 29. Nordic Countries Machine Learning Operation Technology Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 30. Asia-Pacific Machine Learning Operation Technology Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 31. Asia-Pacific Machine Learning Operation Technology Market Share by Region (2017-2028)
Figure 32. China Machine Learning Operation Technology Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 33. Japan Machine Learning Operation Technology Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 34. South Korea Machine Learning Operation Technology Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 35. Southeast Asia Machine Learning Operation Technology Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 36. India Machine Learning Operation Technology Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 37. Australia Machine Learning Operation Technology Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 38. Latin America Machine Learning Operation Technology Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 39. Latin America Machine Learning Operation Technology Market Share by Country (2017-2028)
Figure 40. Mexico Machine Learning Operation Technology Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 41. Brazil Machine Learning Operation Technology Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 42. Middle East & Africa Machine Learning Operation Technology Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 43. Middle East & Africa Machine Learning Operation Technology Market Share by Country (2017-2028)
Figure 44. Turkey Machine Learning Operation Technology Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 45. Saudi Arabia Machine Learning Operation Technology Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 46. Microsoft Revenue Growth Rate in Machine Learning Operation Technology Business (2017-2022)
Figure 47. Amazon Revenue Growth Rate in Machine Learning Operation Technology Business (2017-2022)
Figure 48. Google Revenue Growth Rate in Machine Learning Operation Technology Business (2017-2022)
Figure 49. IBM Revenue Growth Rate in Machine Learning Operation Technology Business (2017-2022)
Figure 50. Dataiku Revenue Growth Rate in Machine Learning Operation Technology Business (2017-2022)
Figure 51. Lguazio Revenue Growth Rate in Machine Learning Operation Technology Business (2017-2022)
Figure 52. Databricks Revenue Growth Rate in Machine Learning Operation Technology Business (2017-2022)
Figure 53. DataRobot, Inc. Revenue Growth Rate in Machine Learning Operation Technology Business (2017-2022)
Figure 54. Cloudera Revenue Growth Rate in Machine Learning Operation Technology Business (2017-2022)
Figure 55. Modzy Revenue Growth Rate in Machine Learning Operation Technology Business (2017-2022)
Figure 56. Algorithmia Revenue Growth Rate in Machine Learning Operation Technology Business (2017-2022)
Figure 57. HPE Revenue Growth Rate in Machine Learning Operation Technology Business (2017-2022)
Figure 58. Valohai Revenue Growth Rate in Machine Learning Operation Technology Business (2017-2022)
Figure 59. Allegro AI Revenue Growth Rate in Machine Learning Operation Technology Business (2017-2022)
Figure 60. Comet Revenue Growth Rate in Machine Learning Operation Technology Business (2017-2022)
Figure 61. FloydHub Revenue Growth Rate in Machine Learning Operation Technology Business (2017-2022)
Figure 62. Paperpace Revenue Growth Rate in Machine Learning Operation Technology Business (2017-2022)
Figure 63. Cnvrg.io Revenue Growth Rate in Machine Learning Operation Technology Business (2017-2022)
Figure 64. Bottom-up and Top-down Approaches for This Report
Figure 65. Data Triangulation
Figure 66. Key Executives Interviewed
Published By : QY Research
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