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1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global AI & Machine Learning Market Size Growth Rate by Type: 2017 VS 2021 VS 2028
1.2.2 TensorFlow
1.2.3 Caffe2
1.2.4 Apache MXNet
1.3 Market by Application
1.3.1 Global AI & Machine Learning Market Share by Application: 2017 VS 2021 VS 2028
1.3.2 Automotive
1.3.3 Santific Research
1.3.4 Big Date
1.3.5 Others
1.4 Study Objectives
1.5 Years Considered
2 Global Growth Trends
2.1 Global AI & Machine Learning Market Perspective (2017-2028)
2.2 AI & Machine Learning Growth Trends by Region
2.2.1 AI & Machine Learning Market Size by Region: 2017 VS 2021 VS 2028
2.2.2 AI & Machine Learning Historic Market Size by Region (2017-2022)
2.2.3 AI & Machine Learning Forecasted Market Size by Region (2023-2028)
2.3 AI & Machine Learning Market Dynamics
2.3.1 AI & Machine Learning Industry Trends
2.3.2 AI & Machine Learning Market Drivers
2.3.3 AI & Machine Learning Market Challenges
2.3.4 AI & Machine Learning Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top AI & Machine Learning Players by Revenue
3.1.1 Global Top AI & Machine Learning Players by Revenue (2017-2022)
3.1.2 Global AI & Machine Learning Revenue Market Share by Players (2017-2022)
3.2 Global AI & Machine Learning Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by AI & Machine Learning Revenue
3.4 Global AI & Machine Learning Market Concentration Ratio
3.4.1 Global AI & Machine Learning Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by AI & Machine Learning Revenue in 2021
3.5 AI & Machine Learning Key Players Head office and Area Served
3.6 Key Players AI & Machine Learning Product Solution and Service
3.7 Date of Enter into AI & Machine Learning Market
3.8 Mergers & Acquisitions, Expansion Plans
4 AI & Machine Learning Breakdown Data by Type
4.1 Global AI & Machine Learning Historic Market Size by Type (2017-2022)
4.2 Global AI & Machine Learning Forecasted Market Size by Type (2023-2028)
5 AI & Machine Learning Breakdown Data by Application
5.1 Global AI & Machine Learning Historic Market Size by Application (2017-2022)
5.2 Global AI & Machine Learning Forecasted Market Size by Application (2023-2028)
6 North America
6.1 North America AI & Machine Learning Market Size (2017-2028)
6.2 North America AI & Machine Learning Market Size by Country (2017-2022)
6.3 North America AI & Machine Learning Market Size by Country (2023-2028)
6.4 United States
6.5 Canada
7 Europe
7.1 Europe AI & Machine Learning Market Size (2017-2028)
7.2 Europe AI & Machine Learning Market Size by Country (2017-2022)
7.3 Europe AI & Machine Learning 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 AI & Machine Learning Market Size (2017-2028)
8.2 Asia-Pacific AI & Machine Learning Market Size by Country (2017-2022)
8.3 Asia-Pacific AI & Machine Learning 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 AI & Machine Learning Market Size (2017-2028)
9.2 Latin America AI & Machine Learning Market Size by Country (2017-2022)
9.3 Latin America AI & Machine Learning Market Size by Country (2023-2028)
9.4 Mexico
9.5 Brazil
10 Middle East & Africa
10.1 Middle East & Africa AI & Machine Learning Market Size (2017-2028)
10.2 Middle East & Africa AI & Machine Learning Market Size by Country (2017-2022)
10.3 Middle East & Africa AI & Machine Learning Market Size by Country (2023-2028)
10.4 Turkey
10.5 Saudi Arabia
10.6 UAE
11 Key Players Profiles
11.1 GOOGLE
11.1.1 GOOGLE Company Detail
11.1.2 GOOGLE Business Overview
11.1.3 GOOGLE AI & Machine Learning Introduction
11.1.4 GOOGLE Revenue in AI & Machine Learning Business (2017-2022)
11.1.5 GOOGLE Recent Development
11.2 IBM
11.2.1 IBM Company Detail
11.2.2 IBM Business Overview
11.2.3 IBM AI & Machine Learning Introduction
11.2.4 IBM Revenue in AI & Machine Learning Business (2017-2022)
11.2.5 IBM Recent Development
11.3 BAIDU
11.3.1 BAIDU Company Detail
11.3.2 BAIDU Business Overview
11.3.3 BAIDU AI & Machine Learning Introduction
11.3.4 BAIDU Revenue in AI & Machine Learning Business (2017-2022)
11.3.5 BAIDU Recent Development
11.4 SOUNDHOUND
11.4.1 SOUNDHOUND Company Detail
11.4.2 SOUNDHOUND Business Overview
11.4.3 SOUNDHOUND AI & Machine Learning Introduction
11.4.4 SOUNDHOUND Revenue in AI & Machine Learning Business (2017-2022)
11.4.5 SOUNDHOUND Recent Development
11.5 ZEBRA MEDICAL VISION
11.5.1 ZEBRA MEDICAL VISION Company Detail
11.5.2 ZEBRA MEDICAL VISION Business Overview
11.5.3 ZEBRA MEDICAL VISION AI & Machine Learning Introduction
11.5.4 ZEBRA MEDICAL VISION Revenue in AI & Machine Learning Business (2017-2022)
11.5.5 ZEBRA MEDICAL VISION Recent Development
11.6 PRISMA
11.6.1 PRISMA Company Detail
11.6.2 PRISMA Business Overview
11.6.3 PRISMA AI & Machine Learning Introduction
11.6.4 PRISMA Revenue in AI & Machine Learning Business (2017-2022)
11.6.5 PRISMA Recent Development
11.7 IRIS AI
11.7.1 IRIS AI Company Detail
11.7.2 IRIS AI Business Overview
11.7.3 IRIS AI AI & Machine Learning Introduction
11.7.4 IRIS AI Revenue in AI & Machine Learning Business (2017-2022)
11.7.5 IRIS AI Recent Development
11.8 PINTEREST
11.8.1 PINTEREST Company Detail
11.8.2 PINTEREST Business Overview
11.8.3 PINTEREST AI & Machine Learning Introduction
11.8.4 PINTEREST Revenue in AI & Machine Learning Business (2017-2022)
11.8.5 PINTEREST Recent Development
11.9 TRADEMARKVISION
11.9.1 TRADEMARKVISION Company Detail
11.9.2 TRADEMARKVISION Business Overview
11.9.3 TRADEMARKVISION AI & Machine Learning Introduction
11.9.4 TRADEMARKVISION Revenue in AI & Machine Learning Business (2017-2022)
11.9.5 TRADEMARKVISION Recent Development
11.10 DESCARTES LABS
11.10.1 DESCARTES LABS Company Detail
11.10.2 DESCARTES LABS Business Overview
11.10.3 DESCARTES LABS AI & Machine Learning Introduction
11.10.4 DESCARTES LABS Revenue in AI & Machine Learning Business (2017-2022)
11.10.5 DESCARTES LABS Recent Development
11.11 Amazon
11.11.1 Amazon Company Detail
11.11.2 Amazon Business Overview
11.11.3 Amazon AI & Machine Learning Introduction
11.11.4 Amazon Revenue in AI & Machine Learning Business (2017-2022)
11.11.5 Amazon 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 AI & Machine Learning Market Size Growth Rate by Type (US$ Million): 2017 VS 2021 VS 2028
Table 2. Key Players of TensorFlow
Table 3. Key Players of Caffe2
Table 4. Key Players of Apache MXNet
Table 5. Global AI & Machine Learning Market Size Growth by Application (US$ Million): 2017 VS 2021 VS 2028
Table 6. Global AI & Machine Learning Market Size by Region (US$ Million): 2017 VS 2021 VS 2028
Table 7. Global AI & Machine Learning Market Size by Region (2017-2022) & (US$ Million)
Table 8. Global AI & Machine Learning Market Share by Region (2017-2022)
Table 9. Global AI & Machine Learning Forecasted Market Size by Region (2023-2028) & (US$ Million)
Table 10. Global AI & Machine Learning Market Share by Region (2023-2028)
Table 11. AI & Machine Learning Market Trends
Table 12. AI & Machine Learning Market Drivers
Table 13. AI & Machine Learning Market Challenges
Table 14. AI & Machine Learning Market Restraints
Table 15. Global AI & Machine Learning Revenue by Players (2017-2022) & (US$ Million)
Table 16. Global AI & Machine Learning Market Share by Players (2017-2022)
Table 17. Global Top AI & Machine Learning Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in AI & Machine Learning as of 2021)
Table 18. Ranking of Global Top AI & Machine Learning Companies by Revenue (US$ Million) in 2021
Table 19. Global 5 Largest Players Market Share by AI & Machine Learning Revenue (CR5 and HHI) & (2017-2022)
Table 20. Key Players Headquarters and Area Served
Table 21. Key Players AI & Machine Learning Product Solution and Service
Table 22. Date of Enter into AI & Machine Learning Market
Table 23. Mergers & Acquisitions, Expansion Plans
Table 24. Global AI & Machine Learning Market Size by Type (2017-2022) & (US$ Million)
Table 25. Global AI & Machine Learning Revenue Market Share by Type (2017-2022)
Table 26. Global AI & Machine Learning Forecasted Market Size by Type (2023-2028) & (US$ Million)
Table 27. Global AI & Machine Learning Revenue Market Share by Type (2023-2028)
Table 28. Global AI & Machine Learning Market Size by Application (2017-2022) & (US$ Million)
Table 29. Global AI & Machine Learning Revenue Market Share by Application (2017-2022)
Table 30. Global AI & Machine Learning Forecasted Market Size by Application (2023-2028) & (US$ Million)
Table 31. Global AI & Machine Learning Revenue Market Share by Application (2023-2028)
Table 32. North America AI & Machine Learning Market Size by Country (2017-2022) & (US$ Million)
Table 33. North America AI & Machine Learning Market Size by Country (2023-2028) & (US$ Million)
Table 34. Europe AI & Machine Learning Market Size by Country (2017-2022) & (US$ Million)
Table 35. Europe AI & Machine Learning Market Size by Country (2023-2028) & (US$ Million)
Table 36. Asia-Pacific AI & Machine Learning Market Size by Region (2017-2022) & (US$ Million)
Table 37. Asia-Pacific AI & Machine Learning Market Size by Region (2023-2028) & (US$ Million)
Table 38. Latin America AI & Machine Learning Market Size by Country (2017-2022) & (US$ Million)
Table 39. Latin America AI & Machine Learning Market Size by Country (2023-2028) & (US$ Million)
Table 40. Middle East & Africa AI & Machine Learning Market Size by Country (2017-2022) & (US$ Million)
Table 41. Middle East & Africa AI & Machine Learning Market Size by Country (2023-2028) & (US$ Million)
Table 42. GOOGLE Company Detail
Table 43. GOOGLE Business Overview
Table 44. GOOGLE AI & Machine Learning Product
Table 45. GOOGLE Revenue in AI & Machine Learning Business (2017-2022) & (US$ Million)
Table 46. GOOGLE Recent Development
Table 47. IBM Company Detail
Table 48. IBM Business Overview
Table 49. IBM AI & Machine Learning Product
Table 50. IBM Revenue in AI & Machine Learning Business (2017-2022) & (US$ Million)
Table 51. IBM Recent Development
Table 52. BAIDU Company Detail
Table 53. BAIDU Business Overview
Table 54. BAIDU AI & Machine Learning Product
Table 55. BAIDU Revenue in AI & Machine Learning Business (2017-2022) & (US$ Million)
Table 56. BAIDU Recent Development
Table 57. SOUNDHOUND Company Detail
Table 58. SOUNDHOUND Business Overview
Table 59. SOUNDHOUND AI & Machine Learning Product
Table 60. SOUNDHOUND Revenue in AI & Machine Learning Business (2017-2022) & (US$ Million)
Table 61. SOUNDHOUND Recent Development
Table 62. ZEBRA MEDICAL VISION Company Detail
Table 63. ZEBRA MEDICAL VISION Business Overview
Table 64. ZEBRA MEDICAL VISION AI & Machine Learning Product
Table 65. ZEBRA MEDICAL VISION Revenue in AI & Machine Learning Business (2017-2022) & (US$ Million)
Table 66. ZEBRA MEDICAL VISION Recent Development
Table 67. PRISMA Company Detail
Table 68. PRISMA Business Overview
Table 69. PRISMA AI & Machine Learning Product
Table 70. PRISMA Revenue in AI & Machine Learning Business (2017-2022) & (US$ Million)
Table 71. PRISMA Recent Development
Table 72. IRIS AI Company Detail
Table 73. IRIS AI Business Overview
Table 74. IRIS AI AI & Machine Learning Product
Table 75. IRIS AI Revenue in AI & Machine Learning Business (2017-2022) & (US$ Million)
Table 76. IRIS AI Recent Development
Table 77. PINTEREST Company Detail
Table 78. PINTEREST Business Overview
Table 79. PINTEREST AI & Machine Learning Product
Table 80. PINTEREST Revenue in AI & Machine Learning Business (2017-2022) & (US$ Million)
Table 81. PINTEREST Recent Development
Table 82. TRADEMARKVISION Company Detail
Table 83. TRADEMARKVISION Business Overview
Table 84. TRADEMARKVISION AI & Machine Learning Product
Table 85. TRADEMARKVISION Revenue in AI & Machine Learning Business (2017-2022) & (US$ Million)
Table 86. TRADEMARKVISION Recent Development
Table 87. DESCARTES LABS Company Detail
Table 88. DESCARTES LABS Business Overview
Table 89. DESCARTES LABS AI & Machine Learning Product
Table 90. DESCARTES LABS Revenue in AI & Machine Learning Business (2017-2022) & (US$ Million)
Table 91. DESCARTES LABS Recent Development
Table 92. Amazon Company Detail
Table 93. Amazon Business Overview
Table 94. Amazon AI & Machine LearningProduct
Table 95. Amazon Revenue in AI & Machine Learning Business (2017-2022) & (US$ Million)
Table 96. Amazon Recent Development
Table 97. Research Programs/Design for This Report
Table 98. Key Data Information from Secondary Sources
Table 99. Key Data Information from Primary Sources
List of Figures
Figure 1. Global AI & Machine Learning Market Share by Type: 2021 VS 2028
Figure 2. TensorFlow Features
Figure 3. Caffe2 Features
Figure 4. Apache MXNet Features
Figure 5. Global AI & Machine Learning Market Share by Application in 2021 & 2028
Figure 6. Automotive Case Studies
Figure 7. Santific Research Case Studies
Figure 8. Big Date Case Studies
Figure 9. Others Case Studies
Figure 10. AI & Machine Learning Report Years Considered
Figure 11. Global AI & Machine Learning Market Size (US$ Million), Year-over-Year: 2017-2028
Figure 12. Global AI & Machine Learning Market Size, (US$ Million), 2017 VS 2021 VS 2028
Figure 13. Global AI & Machine Learning Market Share by Region: 2021 VS 2028
Figure 14. Global AI & Machine Learning Market Share by Players in 2021
Figure 15. Global Top AI & Machine Learning Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in AI & Machine Learning as of 2021)
Figure 16. The Top 10 and 5 Players Market Share by AI & Machine Learning Revenue in 2021
Figure 17. North America AI & Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 18. North America AI & Machine Learning Market Share by Country (2017-2028)
Figure 19. United States AI & Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 20. Canada AI & Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 21. Europe AI & Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 22. Europe AI & Machine Learning Market Share by Country (2017-2028)
Figure 23. Germany AI & Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 24. France AI & Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 25. U.K. AI & Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 26. Italy AI & Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 27. Russia AI & Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 28. Nordic Countries AI & Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 29. Asia-Pacific AI & Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 30. Asia-Pacific AI & Machine Learning Market Share by Region (2017-2028)
Figure 31. China AI & Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 32. Japan AI & Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 33. South Korea AI & Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 34. Southeast Asia AI & Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 35. India AI & Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 36. Australia AI & Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 37. Latin America AI & Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 38. Latin America AI & Machine Learning Market Share by Country (2017-2028)
Figure 39. Mexico AI & Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 40. Brazil AI & Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 41. Middle East & Africa AI & Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 42. Middle East & Africa AI & Machine Learning Market Share by Country (2017-2028)
Figure 43. Turkey AI & Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 44. Saudi Arabia AI & Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 45. GOOGLE Revenue Growth Rate in AI & Machine Learning Business (2017-2022)
Figure 46. IBM Revenue Growth Rate in AI & Machine Learning Business (2017-2022)
Figure 47. BAIDU Revenue Growth Rate in AI & Machine Learning Business (2017-2022)
Figure 48. SOUNDHOUND Revenue Growth Rate in AI & Machine Learning Business (2017-2022)
Figure 49. ZEBRA MEDICAL VISION Revenue Growth Rate in AI & Machine Learning Business (2017-2022)
Figure 50. PRISMA Revenue Growth Rate in AI & Machine Learning Business (2017-2022)
Figure 51. IRIS AI Revenue Growth Rate in AI & Machine Learning Business (2017-2022)
Figure 52. PINTEREST Revenue Growth Rate in AI & Machine Learning Business (2017-2022)
Figure 53. TRADEMARKVISION Revenue Growth Rate in AI & Machine Learning Business (2017-2022)
Figure 54. DESCARTES LABS Revenue Growth Rate in AI & Machine Learning Business (2017-2022)
Figure 55. Amazon Revenue Growth Rate in AI & Machine Learning Business (2017-2022)
Figure 56. Bottom-up and Top-down Approaches for This Report
Figure 57. Data Triangulation
Figure 58. Key Executives Interviewed
GOOGLE IBM BAIDU SOUNDHOUND ZEBRA MEDICAL VISION PRISMA IRIS AI PINTEREST TRADEMARKVISION DESCARTES LABS Amazon
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