List of Tables
Table 1. Global Machine Learning Software Market Size Growth Rate by Type (US$ Million), 2019 VS 2023 VS 2030
Table 2. Key Players of On-Premises
Table 3. Key Players of Cloud Based
Table 4. Global Machine Learning Software Market Size Growth Rate by Application (US$ Million), 2019 VS 2023 VS 2030
Table 5. Global Machine Learning Software Market Size Growth Rate (CAGR) by Region (US$ Million): 2019 VS 2023 VS 2030
Table 6. Global Machine Learning Software Market Size by Region (2019-2024) & (US$ Million)
Table 7. Global Machine Learning Software Market Share by Region (2019-2024)
Table 8. Global Machine Learning Software Forecasted Market Size by Region (2025-2030) & (US$ Million)
Table 9. Global Machine Learning Software Market Share by Region (2025-2030)
Table 10. Machine Learning Software Market Trends
Table 11. Machine Learning Software Market Drivers
Table 12. Machine Learning Software Market Challenges
Table 13. Machine Learning Software Market Restraints
Table 14. Global Machine Learning Software Revenue by Players (2019-2024) & (US$ Million)
Table 15. Global Machine Learning Software Revenue Share by Players (2019-2024)
Table 16. Global Top Machine Learning Software by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning Software as of 2023)
Table 17. Global Machine Learning Software Industry Ranking 2022 VS 2023 VS 2024
Table 18. Global 5 Largest Players Market Share by Machine Learning Software Revenue (CR5 and HHI) & (2019-2024)
Table 19. Global Key Players of Machine Learning Software, Headquarters and Area Served
Table 20. Global Key Players of Machine Learning Software, Product and Application
Table 21. Global Key Players of Machine Learning Software, Product and Application
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Machine Learning Software Market Size by Type (2019-2024) & (US$ Million)
Table 24. Global Machine Learning Software Revenue Market Share by Type (2019-2024)
Table 25. Global Machine Learning Software Forecasted Market Size by Type (2025-2030) & (US$ Million)
Table 26. Global Machine Learning Software Revenue Market Share by Type (2025-2030)
Table 27. Global Machine Learning Software Market Size by Application (2019-2024) & (US$ Million)
Table 28. Global Machine Learning Software Revenue Share by Application (2019-2024)
Table 29. Global Machine Learning Software Forecasted Market Size by Application (2025-2030) & (US$ Million)
Table 30. Global Machine Learning Software Revenue Share by Application (2025-2030)
Table 31. North America Machine Learning Software Market Size by Type (2019-2024) & (US$ Million)
Table 32. North America Machine Learning Software Market Size by Type (2025-2030) & (US$ Million)
Table 33. North America Machine Learning Software Market Size by Application (2019-2024) & (US$ Million)
Table 34. North America Machine Learning Software Market Size by Application (2025-2030) & (US$ Million)
Table 35. North America Machine Learning Software Growth Rate (CAGR) by Country (US$ Million): 2019 VS 2023 VS 2030
Table 36. North America Machine Learning Software Market Size by Country (2019-2024) & (US$ Million)
Table 37. North America Machine Learning Software Market Size by Country (2025-2030) & (US$ Million)
Table 38. Europe Machine Learning Software Market Size by Type (2019-2024) & (US$ Million)
Table 39. Europe Machine Learning Software Market Size by Type (2025-2030) & (US$ Million)
Table 40. Europe Machine Learning Software Market Size by Application (2019-2024) & (US$ Million)
Table 41. Europe Machine Learning Software Market Size by Application (2025-2030) & (US$ Million)
Table 42. Europe Machine Learning Software Growth Rate (CAGR) by Country (US$ Million): 2019 VS 2023 VS 2030
Table 43. Europe Machine Learning Software Market Size by Country (2019-2024) & (US$ Million)
Table 44. Europe Machine Learning Software Market Size by Country (2025-2030) & (US$ Million)
Table 45. China Machine Learning Software Market Size by Type (2019-2024) & (US$ Million)
Table 46. China Machine Learning Software Market Size by Type (2025-2030) & (US$ Million)
Table 47. China Machine Learning Software Market Size by Application (2019-2024) & (US$ Million)
Table 48. China Machine Learning Software Market Size by Application (2025-2030) & (US$ Million)
Table 49. Asia Machine Learning Software Market Size by Type (2019-2024) & (US$ Million)
Table 50. Asia Machine Learning Software Market Size by Type (2025-2030) & (US$ Million)
Table 51. Asia Machine Learning Software Market Size by Application (2019-2024) & (US$ Million)
Table 52. Asia Machine Learning Software Market Size by Application (2025-2030) & (US$ Million)
Table 53. Asia Machine Learning Software Growth Rate (CAGR) by Region (US$ Million): 2019 VS 2023 VS 2030
Table 54. Asia Machine Learning Software Market Size by Region (2019-2024) & (US$ Million)
Table 55. Asia Machine Learning Software Market Size by Region (2025-2030) & (US$ Million)
Table 56. Middle East, Africa, and Latin America Machine Learning Software Market Size by Type (2019-2024) & (US$ Million)
Table 57. Middle East, Africa, and Latin America Machine Learning Software Market Size by Type (2025-2030) & (US$ Million)
Table 58. Middle East, Africa, and Latin America Machine Learning Software Market Size by Application (2019-2024) & (US$ Million)
Table 59. Middle East, Africa, and Latin America Machine Learning Software Market Size by Application (2025-2030) & (US$ Million)
Table 60. Middle East, Africa, and Latin America Machine Learning Software Growth Rate (CAGR) by Country (US$ Million): 2019 VS 2023 VS 2030
Table 61. Middle East, Africa, and Latin America Machine Learning Software Market Size by Country (2019-2024) & (US$ Million)
Table 62. Middle East, Africa, and Latin America Machine Learning Software Market Size by Country (2025-2030) & (US$ Million)
Table 63. Microsoft Company Details
Table 64. Microsoft Business Overview
Table 65. Microsoft Machine Learning Software Product
Table 66. Microsoft Revenue in Machine Learning Software Business (2019-2024) & (US$ Million)
Table 67. Microsoft Recent Developments
Table 68. Google Company Details
Table 69. Google Business Overview
Table 70. Google Machine Learning Software Product
Table 71. Google Revenue in Machine Learning Software Business (2019-2024) & (US$ Million)
Table 72. Google Recent Developments
Table 73. TensorFlow Company Details
Table 74. TensorFlow Business Overview
Table 75. TensorFlow Machine Learning Software Product
Table 76. TensorFlow Revenue in Machine Learning Software Business (2019-2024) & (US$ Million)
Table 77. TensorFlow Recent Developments
Table 78. Kount Company Details
Table 79. Kount Business Overview
Table 80. Kount Machine Learning Software Product
Table 81. Kount Revenue in Machine Learning Software Business (2019-2024) & (US$ Million)
Table 82. Kount Recent Developments
Table 83. Warwick Analytics Company Details
Table 84. Warwick Analytics Business Overview
Table 85. Warwick Analytics Machine Learning Software Product
Table 86. Warwick Analytics Revenue in Machine Learning Software Business (2019-2024) & (US$ Million)
Table 87. Warwick Analytics Recent Developments
Table 88. Valohai Company Details
Table 89. Valohai Business Overview
Table 90. Valohai Machine Learning Software Product
Table 91. Valohai Revenue in Machine Learning Software Business (2019-2024) & (US$ Million)
Table 92. Valohai Recent Developments
Table 93. Torch Company Details
Table 94. Torch Business Overview
Table 95. Torch Machine Learning Software Product
Table 96. Torch Revenue in Machine Learning Software Business (2019-2024) & (US$ Million)
Table 97. Torch Recent Developments
Table 98. Apache SINGA Company Details
Table 99. Apache SINGA Business Overview
Table 100. Apache SINGA Machine Learning Software Product
Table 101. Apache SINGA Revenue in Machine Learning Software Business (2019-2024) & (US$ Million)
Table 102. Apache SINGA Recent Developments
Table 103. AWS Company Details
Table 104. AWS Business Overview
Table 105. AWS Machine Learning Software Product
Table 106. AWS Revenue in Machine Learning Software Business (2019-2024) & (US$ Million)
Table 107. AWS Recent Developments
Table 108. BigML Company Details
Table 109. BigML Business Overview
Table 110. BigML Machine Learning Software Product
Table 111. BigML Revenue in Machine Learning Software Business (2019-2024) & (US$ Million)
Table 112. BigML Recent Developments
Table 113. Figure Eight Company Details
Table 114. Figure Eight Business Overview
Table 115. Figure Eight Machine Learning Software Product
Table 116. Figure Eight Revenue in Machine Learning Software Business (2019-2024) & (US$ Million)
Table 117. Figure Eight Recent Developments
Table 118. Floyd Labs Company Details
Table 119. Floyd Labs Business Overview
Table 120. Floyd Labs Machine Learning Software Product
Table 121. Floyd Labs Revenue in Machine Learning Software Business (2019-2024) & (US$ Million)
Table 122. Floyd Labs Recent Developments
Table 123. Research Programs/Design for This Report
Table 124. Key Data Information from Secondary Sources
Table 125. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Machine Learning Software Market Size Growth Rate by Type, 2019 VS 2023 VS 2030 (US$ Million)
Figure 2. Global Machine Learning Software Market Share by Type: 2023 VS 2030
Figure 3. On-Premises Features
Figure 4. Cloud Based Features
Figure 5. Global Machine Learning Software Market Size Growth Rate by Application, 2019 VS 2023 VS 2030 (US$ Million)
Figure 6. Global Machine Learning Software Market Share by Application: 2023 VS 2030
Figure 7. Large Enterprises Case Studies
Figure 8. SMEs Case Studies
Figure 9. Machine Learning Software Report Years Considered
Figure 10. Global Machine Learning Software Market Size (US$ Million), Year-over-Year: 2019-2030
Figure 11. Global Machine Learning Software Market Size, (US$ Million), 2019 VS 2023 VS 2030
Figure 12. Global Machine Learning Software Market Share by Region: 2023 VS 2030
Figure 13. Global Machine Learning Software Market Share by Players in 2023
Figure 14. Global Top Machine Learning Software Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning Software as of 2023)
Figure 15. The Top 10 and 5 Players Market Share by Machine Learning Software Revenue in 2023
Figure 16. North America Machine Learning Software Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 17. North America Machine Learning Software Market Share by Type (2019-2030)
Figure 18. North America Machine Learning Software Market Share by Application (2019-2030)
Figure 19. North America Machine Learning Software Market Share by Country (2019-2030)
Figure 20. United States Machine Learning Software Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 21. Canada Machine Learning Software Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 22. Europe Machine Learning Software Market Size YoY (2019-2030) & (US$ Million)
Figure 23. Europe Machine Learning Software Market Share by Type (2019-2030)
Figure 24. Europe Machine Learning Software Market Share by Application (2019-2030)
Figure 25. Europe Machine Learning Software Market Share by Country (2019-2030)
Figure 26. Germany Machine Learning Software Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 27. France Machine Learning Software Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 28. U.K. Machine Learning Software Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 29. Italy Machine Learning Software Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 30. Russia Machine Learning Software Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 31. Nordic Countries Machine Learning Software Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 32. China Machine Learning Software Market Size YoY (2019-2030) & (US$ Million)
Figure 33. China Machine Learning Software Market Share by Type (2019-2030)
Figure 34. China Machine Learning Software Market Share by Application (2019-2030)
Figure 35. Asia Machine Learning Software Market Size YoY (2019-2030) & (US$ Million)
Figure 36. Asia Machine Learning Software Market Share by Type (2019-2030)
Figure 37. Asia Machine Learning Software Market Share by Application (2019-2030)
Figure 38. Asia Machine Learning Software Market Share by Region (2019-2030)
Figure 39. Japan Machine Learning Software Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 40. South Korea Machine Learning Software Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 41. China Taiwan Machine Learning Software Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 42. Southeast Asia Machine Learning Software Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 43. India Machine Learning Software Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 44. Australia Machine Learning Software Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 45. Middle East, Africa, and Latin America Machine Learning Software Market Size YoY (2019-2030) & (US$ Million)
Figure 46. Middle East, Africa, and Latin America Machine Learning Software Market Share by Type (2019-2030)
Figure 47. Middle East, Africa, and Latin America Machine Learning Software Market Share by Application (2019-2030)
Figure 48. Middle East, Africa, and Latin America Machine Learning Software Market Share by Country (2019-2030)
Figure 49. Brazil Machine Learning Software Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 50. Mexico Machine Learning Software Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 51. Turkey Machine Learning Software Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 52. Saudi Arabia Machine Learning Software Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 53. Israel Machine Learning Software Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 54. GCC Countries Machine Learning Software Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 55. Microsoft Revenue Growth Rate in Machine Learning Software Business (2019-2024)
Figure 56. Google Revenue Growth Rate in Machine Learning Software Business (2019-2024)
Figure 57. TensorFlow Revenue Growth Rate in Machine Learning Software Business (2019-2024)
Figure 58. Kount Revenue Growth Rate in Machine Learning Software Business (2019-2024)
Figure 59. Warwick Analytics Revenue Growth Rate in Machine Learning Software Business (2019-2024)
Figure 60. Valohai Revenue Growth Rate in Machine Learning Software Business (2019-2024)
Figure 61. Torch Revenue Growth Rate in Machine Learning Software Business (2019-2024)
Figure 62. Apache SINGA Revenue Growth Rate in Machine Learning Software Business (2019-2024)
Figure 63. AWS Revenue Growth Rate in Machine Learning Software Business (2019-2024)
Figure 64. BigML Revenue Growth Rate in Machine Learning Software Business (2019-2024)
Figure 65. Figure Eight Revenue Growth Rate in Machine Learning Software Business (2019-2024)
Figure 66. Floyd Labs Revenue Growth Rate in Machine Learning Software Business (2019-2024)
Figure 67. Bottom-up and Top-down Approaches for This Report
Figure 68. Data Triangulation
Figure 69. Key Executives Interviewed