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