In 2019, the global Machine Learning market size was USD 1.625 billion and it is expected to reach USD 13.760 billion by the end of 2026, with a CAGR of 35.3% during 2021-2026.
Machine learning (ML) is the study of algorithms and mathematical models that computer systems use to progressively improve their performance on a specific task.
The research report studies the Machine Learning market using different methodologies and analyzes to provide accurate and in-depth information about the market. For a clearer understanding, it is divided into several parts to cover different aspects of the market. Each area is then elaborated to help the reader comprehend the growth potential of each region and its contribution to the global market. The researchers have used primary and secondary methodologies to collate the information in the report. They have also used the same data to generate the current market scenario. This report is aimed at guiding people towards an apprehensive, better, and clearer knowledge of the market.
Global Machine Learning market: Drivers and Restraints
This section covers the various factors driving the global Machine Learning market. To understand the growth of the market it is important to analyze the various drivers present the market. It provides data by value and volume of different regions and their respective manufacturers. This data will elaborate on the market share occupied by them, predict their revenue concerning strategies, and how they will grow in the future. After explaining the drivers, the report further evaluates the new opportunities and current trends in the market.
Market restraints are factors hampering market growth. Studying these factors is equally pivotal as they help a reader need understand the weaknesses of the market.
Global Machine Learning Market: Segment Analysis
The global Machine Learning market is split into two segments, type, and application. The product type briefs on the various types of products available in the market. The report also provides data for each product type by revenue for the forecast time period. It covers the price of each type of product. The other segment on the report, application, explains the various uses of the product and end-users. In the report, the researchers have also provided revenue according to the consumption of the product.
Global Machine Learning Market: Regional Analysis
The major regions covered in the report are North America, Europe, China, Rest of Asia Pacific, Central & South America, Middle East & Africa, etc. It includes revenue analysis of each region for the year 2015 to 2026.
Global Machine Learning Market: Key Players
The report lists the major players in the regions and their respective market share on the basis of global revenue. It also explains their strategic moves in the past few years, investments in product innovation, and changes in leadership to stay ahead in the competition. This will give the reader an edge over others as a well-informed decision can be made looking at the holistic picture of the market.
By the type, the market is primarily split into
By the application, this report covers the following segments
The Machine Learning key manufacturers in this market include:
1 Report Overview
1.1 Study Scope
1.2 Key Market Segments
1.3 Players Covered: Ranking by Machine Learning Revenue
1.4 Market Analysis by Type
1.4.1 Global Machine Learning Market Size Growth Rate by Type: 2020 VS 2026
1.4.2 Cloud
1.4.3 On-Premises
1.5 Market by Application
1.5.1 Global Machine Learning Market Share by Application: 2020 VS 2026
1.5.2 Large Enterprises
1.5.3 SMEs
1.6 Study Objectives
1.7 Years Considered
2 Global Growth Trends by Regions
2.1 Machine Learning Market Perspective (2015-2026)
2.2 Machine Learning Growth Trends by Regions
2.2.1 Machine Learning Market Size by Regions: 2015 VS 2020 VS 2026
2.2.2 Machine Learning Historic Market Share by Regions (2015-2020)
2.2.3 Machine Learning Forecasted Market Size by Regions (2021-2026)
2.3 Industry Trends and Growth Strategy
2.3.1 Market Top Trends
2.3.2 Market Drivers
2.3.3 Market Challenges
2.3.4 Porter’s Five Forces Analysis
2.3.5 Machine Learning Market Growth Strategy
2.3.6 Primary Interviews with Key Machine Learning Players (Opinion Leaders)
3 Competition Landscape by Key Players
3.1 Global Top Machine Learning Players by Market Size
3.1.1 Global Top Machine Learning Players by Revenue (2015-2020)
3.1.2 Global Machine Learning Revenue Market Share by Players (2015-2020)
3.1.3 Global Machine Learning Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.2 Global Machine Learning Market Concentration Ratio
3.2.1 Global Machine Learning Market Concentration Ratio (CR5 and HHI)
3.2.2 Global Top 10 and Top 5 Companies by Machine Learning Revenue in 2019
3.3 Machine Learning Key Players Head office and Area Served
3.4 Key Players Machine Learning Product Solution and Service
3.5 Date of Enter into Machine Learning Market
3.6 Mergers & Acquisitions, Expansion Plans
4 Breakdown Data by Type (2015-2026)
4.1 Global Machine Learning Historic Market Size by Type (2015-2020)
4.2 Global Machine Learning Forecasted Market Size by Type (2021-2026)
5 Machine Learning Breakdown Data by Application (2015-2026)
5.1 Global Machine Learning Market Size by Application (2015-2020)
5.2 Global Machine Learning Forecasted Market Size by Application (2021-2026)
6 North America
6.1 North America Machine Learning Market Size (2015-2020)
6.2 Machine Learning Key Players in North America (2019-2020)
6.3 North America Machine Learning Market Size by Type (2015-2020)
6.4 North America Machine Learning Market Size by Application (2015-2020)
7 Europe
7.1 Europe Machine Learning Market Size (2015-2020)
7.2 Machine Learning Key Players in Europe (2019-2020)
7.3 Europe Machine Learning Market Size by Type (2015-2020)
7.4 Europe Machine Learning Market Size by Application (2015-2020)
8 China
8.1 China Machine Learning Market Size (2015-2020)
8.2 Machine Learning Key Players in China (2019-2020)
8.3 China Machine Learning Market Size by Type (2015-2020)
8.4 China Machine Learning Market Size by Application (2015-2020)
9 Japan
9.1 Japan Machine Learning Market Size (2015-2020)
9.2 Machine Learning Key Players in Japan (2019-2020)
9.3 Japan Machine Learning Market Size by Type (2015-2020)
9.4 Japan Machine Learning Market Size by Application (2015-2020)
10 Southeast Asia
10.1 Southeast Asia Machine Learning Market Size (2015-2020)
10.2 Machine Learning Key Players in Southeast Asia (2019-2020)
10.3 Southeast Asia Machine Learning Market Size by Type (2015-2020)
10.4 Southeast Asia Machine Learning Market Size by Application (2015-2020)
11 India
11.1 India Machine Learning Market Size (2015-2020)
11.2 Machine Learning Key Players in India (2019-2020)
11.3 India Machine Learning Market Size by Type (2015-2020)
11.4 India Machine Learning Market Size by Application (2015-2020)
12 Central & South America
12.1 Central & South America Machine Learning Market Size (2015-2020)
12.2 Machine Learning Key Players in Central & South America (2019-2020)
12.3 Central & South America Machine Learning Market Size by Type (2015-2020)
12.4 Central & South America Machine Learning Market Size by Application (2015-2020)
13 Key Players Profiles
13.1 IBM
13.1.1 IBM Company Details
13.1.2 IBM Business Overview and Its Total Revenue
13.1.3 IBM Machine Learning Introduction
13.1.4 IBM Revenue in Machine Learning Business (2015-2020))
13.1.5 IBM Recent Development
13.2 Microsoft Corporation
13.2.1 Microsoft Corporation Company Details
13.2.2 Microsoft Corporation Business Overview and Its Total Revenue
13.2.3 Microsoft Corporation Machine Learning Introduction
13.2.4 Microsoft Corporation Revenue in Machine Learning Business (2015-2020)
13.2.5 Microsoft Corporation Recent Development
13.3 SAP SE
13.3.1 SAP SE Company Details
13.3.2 SAP SE Business Overview and Its Total Revenue
13.3.3 SAP SE Machine Learning Introduction
13.3.4 SAP SE Revenue in Machine Learning Business (2015-2020)
13.3.5 SAP SE Recent Development
13.4 Intel Corporation
13.4.1 Intel Corporation Company Details
13.4.2 Intel Corporation Business Overview and Its Total Revenue
13.4.3 Intel Corporation Machine Learning Introduction
13.4.4 Intel Corporation Revenue in Machine Learning Business (2015-2020)
13.4.5 Intel Corporation Recent Development
13.5 SAS Institute Inc.
13.5.1 SAS Institute Inc. Company Details
13.5.2 SAS Institute Inc. Business Overview and Its Total Revenue
13.5.3 SAS Institute Inc. Machine Learning Introduction
13.5.4 SAS Institute Inc. Revenue in Machine Learning Business (2015-2020)
13.5.5 SAS Institute Inc. Recent Development
13.6 Amazon Web Services, Inc.
13.6.1 Amazon Web Services, Inc. Company Details
13.6.2 Amazon Web Services, Inc. Business Overview and Its Total Revenue
13.6.3 Amazon Web Services, Inc. Machine Learning Introduction
13.6.4 Amazon Web Services, Inc. Revenue in Machine Learning Business (2015-2020)
13.6.5 Amazon Web Services, Inc. Recent Development
13.7 Bigml, Inc.
13.7.1 Bigml, Inc. Company Details
13.7.2 Bigml, Inc. Business Overview and Its Total Revenue
13.7.3 Bigml, Inc. Machine Learning Introduction
13.7.4 Bigml, Inc. Revenue in Machine Learning Business (2015-2020)
13.7.5 Bigml, Inc. Recent Development
13.8 Google Inc.
13.8.1 Google Inc. Company Details
13.8.2 Google Inc. Business Overview and Its Total Revenue
13.8.3 Google Inc. Machine Learning Introduction
13.8.4 Google Inc. Revenue in Machine Learning Business (2015-2020)
13.8.5 Google Inc. Recent Development
13.9 Fair Isaac Corporation
13.9.1 Fair Isaac Corporation Company Details
13.9.2 Fair Isaac Corporation Business Overview and Its Total Revenue
13.9.3 Fair Isaac Corporation Machine Learning Introduction
13.9.4 Fair Isaac Corporation Revenue in Machine Learning Business (2015-2020)
13.9.5 Fair Isaac Corporation Recent Development
13.10 Baidu, Inc.
13.10.1 Baidu, Inc. Company Details
13.10.2 Baidu, Inc. Business Overview and Its Total Revenue
13.10.3 Baidu, Inc. Machine Learning Introduction
13.10.4 Baidu, Inc. Revenue in Machine Learning Business (2015-2020)
13.10.5 Baidu, Inc. Recent Development
13.11 H2o.AI
10.11.1 H2o.AI Company Details
10.11.2 H2o.AI Business Overview and Its Total Revenue
10.11.3 H2o.AI Machine Learning Introduction
10.11.4 H2o.AI Revenue in Machine Learning Business (2015-2020)
10.11.5 H2o.AI Recent Development
13.12 Hewlett Packard Enterprise Development LP
10.12.1 Hewlett Packard Enterprise Development LP Company Details
10.12.2 Hewlett Packard Enterprise Development LP Business Overview and Its Total Revenue
10.12.3 Hewlett Packard Enterprise Development LP Machine Learning Introduction
10.12.4 Hewlett Packard Enterprise Development LP Revenue in Machine Learning Business (2015-2020)
10.12.5 Hewlett Packard Enterprise Development LP Recent Development
14 Analyst's Viewpoints/Conclusions
15 Appendix
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.2 Data Source
15.2 Disclaimer
15.3 Author Details
Table 1. Machine Learning Key Market Segments
Table 2. Key Players Covered: Ranking by Machine Learning Revenue
Table 3. Ranking of Global Top Machine Learning Manufacturers by Revenue (US$ Million) in 2019
Table 4. Global Machine Learning Market Size Growth Rate by Type (US$ Million): 2020 VS 2026
Table 5. Key Players of Cloud
Table 6. Key Players of On-Premises
Table 7. Global Machine Learning Market Size Growth by Application (US$ Million): 2020 VS 2026
Table 8. Global Machine Learning Market Size by Regions (US$ Million): 2020 VS 2026
Table 9. Global Machine Learning Market Size by Regions (2015-2020) (US$ Million)
Table 10. Global Machine Learning Market Share by Regions (2015-2020)
Table 11. Global Machine Learning Forecasted Market Size by Regions (2021-2026) (US$ Million)
Table 12. Global Machine Learning Market Share by Regions (2021-2026)
Table 13. Market Top Trends
Table 14. Key Drivers: Impact Analysis
Table 15. Key Challenges
Table 16. Machine Learning Market Growth Strategy
Table 17. Main Points Interviewed from Key Machine Learning Players
Table 18. Global Machine Learning Revenue by Players (2015-2020) (Million US$)
Table 19. Global Machine Learning Market Share by Players (2015-2020)
Table 20. Global Top Machine Learning Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Machine Learning as of 2019)
Table 21. Global Machine Learning by Players Market Concentration Ratio (CR5 and HHI)
Table 22. Key Players Headquarters and Area Served
Table 23. Key Players Machine Learning Product Solution and Service
Table 24. Date of Enter into Machine Learning Market
Table 25. Mergers & Acquisitions, Expansion Plans
Table 26. Global Machine Learning Market Size by Type (2015-2020) (Million US$)
Table 27. Global Machine Learning Market Size Share by Type (2015-2020)
Table 28. Global Machine Learning Revenue Market Share by Type (2021-2026)
Table 29. Global Machine Learning Market Size Share by Application (2015-2020)
Table 30. Global Machine Learning Market Size by Application (2015-2020) (Million US$)
Table 31. Global Machine Learning Market Size Share by Application (2021-2026)
Table 32. North America Key Players Machine Learning Revenue (2019-2020) (Million US$)
Table 33. North America Key Players Machine Learning Market Share (2019-2020)
Table 34. North America Machine Learning Market Size by Type (2015-2020) (Million US$)
Table 35. North America Machine Learning Market Share by Type (2015-2020)
Table 36. North America Machine Learning Market Size by Application (2015-2020) (Million US$)
Table 37. North America Machine Learning Market Share by Application (2015-2020)
Table 38. Europe Key Players Machine Learning Revenue (2019-2020) (Million US$)
Table 39. Europe Key Players Machine Learning Market Share (2019-2020)
Table 40. Europe Machine Learning Market Size by Type (2015-2020) (Million US$)
Table 41. Europe Machine Learning Market Share by Type (2015-2020)
Table 42. Europe Machine Learning Market Size by Application (2015-2020) (Million US$)
Table 43. Europe Machine Learning Market Share by Application (2015-2020)
Table 44. China Key Players Machine Learning Revenue (2019-2020) (Million US$)
Table 45. China Key Players Machine Learning Market Share (2019-2020)
Table 46. China Machine Learning Market Size by Type (2015-2020) (Million US$)
Table 47. China Machine Learning Market Share by Type (2015-2020)
Table 48. China Machine Learning Market Size by Application (2015-2020) (Million US$)
Table 49. China Machine Learning Market Share by Application (2015-2020)
Table 50. Japan Key Players Machine Learning Revenue (2019-2020) (Million US$)
Table 51. Japan Key Players Machine Learning Market Share (2019-2020)
Table 52. Japan Machine Learning Market Size by Type (2015-2020) (Million US$)
Table 53. Japan Machine Learning Market Share by Type (2015-2020)
Table 54. Japan Machine Learning Market Size by Application (2015-2020) (Million US$)
Table 55. Japan Machine Learning Market Share by Application (2015-2020)
Table 56. Southeast Asia Key Players Machine Learning Revenue (2019-2020) (Million US$)
Table 57. Southeast Asia Key Players Machine Learning Market Share (2019-2020)
Table 58. Southeast Asia Machine Learning Market Size by Type (2015-2020) (Million US$)
Table 59. Southeast Asia Machine Learning Market Share by Type (2015-2020)
Table 60. Southeast Asia Machine Learning Market Size by Application (2015-2020) (Million US$)
Table 61. Southeast Asia Machine Learning Market Share by Application (2015-2020)
Table 62. India Key Players Machine Learning Revenue (2019-2020) (Million US$)
Table 63. India Key Players Machine Learning Market Share (2019-2020)
Table 64. India Machine Learning Market Size by Type (2015-2020) (Million US$)
Table 65. India Machine Learning Market Share by Type (2015-2020)
Table 66. India Machine Learning Market Size by Application (2015-2020) (Million US$)
Table 67. India Machine Learning Market Share by Application (2015-2020)
Table 68. Central & South America Key Players Machine Learning Revenue (2019-2020) (Million US$)
Table 69. Central & South America Key Players Machine Learning Market Share (2019-2020)
Table 70. Central & South America Machine Learning Market Size by Type (2015-2020) (Million US$)
Table 71. Central & South America Machine Learning Market Share by Type (2015-2020)
Table 72. Central & South America Machine Learning Market Size by Application (2015-2020) (Million US$)
Table 73. Central & South America Machine Learning Market Share by Application (2015-2020)
Table 74. IBM Company Details
Table 75. IBM Business Overview
Table 76. IBM Product
Table 77. IBM Revenue in Machine Learning Business (2015-2020) (Million US$)
Table 78. IBM Recent Development
Table 79. Microsoft Corporation Company Details
Table 80. Microsoft Corporation Business Overview
Table 81. Microsoft Corporation Product
Table 82. Microsoft Corporation Revenue in Machine Learning Business (2015-2020) (Million US$)
Table 83. Microsoft Corporation Recent Development
Table 84. SAP SE Company Details
Table 85. SAP SE Business Overview
Table 86. SAP SE Product
Table 87. SAP SE Revenue in Machine Learning Business (2015-2020) (Million US$)
Table 88. SAP SE Recent Development
Table 89. Intel Corporation Company Details
Table 90. Intel Corporation Business Overview
Table 91. Intel Corporation Product
Table 92. Intel Corporation Revenue in Machine Learning Business (2015-2020) (Million US$)
Table 93. Intel Corporation Recent Development
Table 94. SAS Institute Inc. Company Details
Table 95. SAS Institute Inc. Business Overview
Table 96. SAS Institute Inc. Product
Table 97. SAS Institute Inc. Revenue in Machine Learning Business (2015-2020) (Million US$)
Table 98. SAS Institute Inc. Recent Development
Table 99. Amazon Web Services, Inc. Company Details
Table 100. Amazon Web Services, Inc. Business Overview
Table 101. Amazon Web Services, Inc. Product
Table 102. Amazon Web Services, Inc. Revenue in Machine Learning Business (2015-2020) (Million US$)
Table 103. Amazon Web Services, Inc. Recent Development
Table 104. Bigml, Inc. Company Details
Table 105. Bigml, Inc. Business Overview
Table 106. Bigml, Inc. Product
Table 107. Bigml, Inc. Revenue in Machine Learning Business (2015-2020) (Million US$)
Table 108. Bigml, Inc. Recent Development
Table 109. Google Inc. Business Overview
Table 110. Google Inc. Product
Table 111. Google Inc. Company Details
Table 112. Google Inc. Revenue in Machine Learning Business (2015-2020) (Million US$)
Table 113. Google Inc. Recent Development
Table 114. Fair Isaac Corporation Company Details
Table 115. Fair Isaac Corporation Business Overview
Table 116. Fair Isaac Corporation Product
Table 117. Fair Isaac Corporation Revenue in Machine Learning Business (2015-2020) (Million US$)
Table 118. Fair Isaac Corporation Recent Development
Table 119. Baidu, Inc. Company Details
Table 120. Baidu, Inc. Business Overview
Table 121. Baidu, Inc. Product
Table 122. Baidu, Inc. Revenue in Machine Learning Business (2015-2020) (Million US$)
Table 123. Baidu, Inc. Recent Development
Table 124. H2o.AI Company Details
Table 125. H2o.AI Business Overview
Table 126. H2o.AI Product
Table 127. H2o.AI Revenue in Machine Learning Business (2015-2020) (Million US$)
Table 128. H2o.AI Recent Development
Table 129. Hewlett Packard Enterprise Development LP Company Details
Table 130. Hewlett Packard Enterprise Development LP Business Overview
Table 131. Hewlett Packard Enterprise Development LP Product
Table 132. Hewlett Packard Enterprise Development LP Revenue in Machine Learning Business (2015-2020) (Million US$)
Table 133. Hewlett Packard Enterprise Development LP Recent Development
Table 134. Research Programs/Design for This Report
Table 135. Key Data Information from Secondary Sources
Table 136. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Machine Learning Market Share by Type: 2020 VS 2026
Figure 2. Cloud Features
Figure 3. On-Premises Features
Figure 4. Global Machine Learning Market Share by Application: 2020 VS 2026
Figure 5. Large Enterprises Case Studies
Figure 6. SMEs Case Studies
Figure 7. Machine Learning Report Years Considered
Figure 8. Global Machine Learning Market Size YoY Growth 2015-2026 (US$ Million)
Figure 9. Global Machine Learning Market Share by Regions: 2020 VS 2026
Figure 10. Global Machine Learning Market Share by Regions (2021-2026)
Figure 11. Porter's Five Forces Analysis
Figure 12. Global Machine Learning Market Share by Players in 2019
Figure 13. Global Top Machine Learning Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Machine Learning as of 2019
Figure 14. The Top 10 and 5 Players Market Share by Machine Learning Revenue in 2019
Figure 15. North America Machine Learning Market Size YoY Growth (2015-2020) (Million US$)
Figure 16. Europe Machine Learning Market Size YoY Growth (2015-2020) (Million US$)
Figure 17. China Machine Learning Market Size YoY Growth (2015-2020) (Million US$)
Figure 18. Japan Machine Learning Market Size YoY Growth (2015-2020) (Million US$)
Figure 19. Southeast Asia Machine Learning Market Size YoY Growth (2015-2020) (Million US$)
Figure 20. India Machine Learning Market Size YoY Growth (2015-2020) (Million US$)
Figure 21. Central & South America Machine Learning Market Size YoY Growth (2015-2020) (Million US$)
Figure 22. IBM Total Revenue (US$ Million): 2019 Compared with 2018
Figure 23. IBM Revenue Growth Rate in Machine Learning Business (2015-2020)
Figure 24. Microsoft Corporation Total Revenue (US$ Million): 2019 Compared with 2018
Figure 25. Microsoft Corporation Revenue Growth Rate in Machine Learning Business (2015-2020)
Figure 26. SAP SE Total Revenue (US$ Million): 2019 Compared with 2018
Figure 27. SAP SE Revenue Growth Rate in Machine Learning Business (2015-2020)
Figure 28. Intel Corporation Total Revenue (US$ Million): 2019 Compared with 2018
Figure 29. Intel Corporation Revenue Growth Rate in Machine Learning Business (2015-2020)
Figure 30. SAS Institute Inc. Total Revenue (US$ Million): 2019 Compared with 2018
Figure 31. SAS Institute Inc. Revenue Growth Rate in Machine Learning Business (2015-2020)
Figure 32. Amazon Web Services, Inc. Total Revenue (US$ Million): 2019 Compared with 2018
Figure 33. Amazon Web Services, Inc. Revenue Growth Rate in Machine Learning Business (2015-2020)
Figure 34. Bigml, Inc. Total Revenue (US$ Million): 2019 Compared with 2018
Figure 35. Bigml, Inc. Revenue Growth Rate in Machine Learning Business (2015-2020)
Figure 36. Google Inc. Total Revenue (US$ Million): 2019 Compared with 2018
Figure 37. Google Inc. Revenue Growth Rate in Machine Learning Business (2015-2020)
Figure 38. Fair Isaac Corporation Total Revenue (US$ Million): 2019 Compared with 2018
Figure 39. Fair Isaac Corporation Revenue Growth Rate in Machine Learning Business (2015-2020)
Figure 40. Baidu, Inc. Total Revenue (US$ Million): 2019 Compared with 2018
Figure 41. Baidu, Inc. Revenue Growth Rate in Machine Learning Business (2015-2020)
Figure 42. H2o.AI Total Revenue (US$ Million): 2019 Compared with 2018
Figure 43. H2o.AI Revenue Growth Rate in Machine Learning Business (2015-2020)
Figure 44. Hewlett Packard Enterprise Development LP Total Revenue (US$ Million): 2019 Compared with 2018
Figure 45. Hewlett Packard Enterprise Development LP Revenue Growth Rate in Machine Learning Business (2015-2020)
Figure 46. Bottom-up and Top-down Approaches for This Report
Figure 47. Data Triangulation
Figure 48. Key Executives Interviewed
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