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 by Application (US$ Million): 2019 VS 2023 VS 2030
Table 5. Global Machine Learning in Education Market Size 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 Market Share by Players (2019-2024)
Table 16. 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)
Table 17. Ranking of Global Top Machine Learning in Education Companies by Revenue (US$ Million) in 2023
Table 18. Global 5 Largest Players Market Share by Machine Learning in Education Revenue (CR5 and HHI) & (2019-2024)
Table 19. Key Players Headquarters and Area Served
Table 20. Key Players Machine Learning in Education Product Solution and Service
Table 21. Date of Enter into Machine Learning in Education Market
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 Market 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 Market Share by Application (2025-2030)
Table 31. North America Machine Learning in Education Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
Table 32. North America Machine Learning in Education Market Size by Country (2019-2024) & (US$ Million)
Table 33. North America Machine Learning in Education Market Size by Country (2025-2030) & (US$ Million)
Table 34. Europe Machine Learning in Education Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
Table 35. Europe Machine Learning in Education Market Size by Country (2019-2024) & (US$ Million)
Table 36. Europe Machine Learning in Education Market Size by Country (2025-2030) & (US$ Million)
Table 37. Asia-Pacific Machine Learning in Education Market Size Growth Rate by Region (US$ Million): 2019 VS 2023 VS 2030
Table 38. Asia-Pacific Machine Learning in Education Market Size by Region (2019-2024) & (US$ Million)
Table 39. Asia-Pacific Machine Learning in Education Market Size by Region (2025-2030) & (US$ Million)
Table 40. Latin America Machine Learning in Education Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
Table 41. Latin America Machine Learning in Education Market Size by Country (2019-2024) & (US$ Million)
Table 42. Latin America Machine Learning in Education Market Size by Country (2025-2030) & (US$ Million)
Table 43. Middle East & Africa Machine Learning in Education Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
Table 44. Middle East & Africa Machine Learning in Education Market Size by Country (2019-2024) & (US$ Million)
Table 45. Middle East & Africa Machine Learning in Education Market Size by Country (2025-2030) & (US$ Million)
Table 46. IBM Company Detail
Table 47. IBM Business Overview
Table 48. IBM Machine Learning in Education Product
Table 49. IBM Revenue in Machine Learning in Education Business (2019-2024) & (US$ Million)
Table 50. IBM Recent Development
Table 51. Microsoft Company Detail
Table 52. Microsoft Business Overview
Table 53. Microsoft Machine Learning in Education Product
Table 54. Microsoft Revenue in Machine Learning in Education Business (2019-2024) & (US$ Million)
Table 55. Microsoft Recent Development
Table 56. Google Company Detail
Table 57. Google Business Overview
Table 58. Google Machine Learning in Education Product
Table 59. Google Revenue in Machine Learning in Education Business (2019-2024) & (US$ Million)
Table 60. Google Recent Development
Table 61. Amazon Company Detail
Table 62. Amazon Business Overview
Table 63. Amazon Machine Learning in Education Product
Table 64. Amazon Revenue in Machine Learning in Education Business (2019-2024) & (US$ Million)
Table 65. Amazon Recent Development
Table 66. Cognizan Company Detail
Table 67. Cognizan Business Overview
Table 68. Cognizan Machine Learning in Education Product
Table 69. Cognizan Revenue in Machine Learning in Education Business (2019-2024) & (US$ Million)
Table 70. Cognizan Recent Development
Table 71. Pearson Company Detail
Table 72. Pearson Business Overview
Table 73. Pearson Machine Learning in Education Product
Table 74. Pearson Revenue in Machine Learning in Education Business (2019-2024) & (US$ Million)
Table 75. Pearson Recent Development
Table 76. Bridge-U Company Detail
Table 77. Bridge-U Business Overview
Table 78. Bridge-U Machine Learning in Education Product
Table 79. Bridge-U Revenue in Machine Learning in Education Business (2019-2024) & (US$ Million)
Table 80. Bridge-U Recent Development
Table 81. DreamBox Learning Company Detail
Table 82. DreamBox Learning Business Overview
Table 83. DreamBox Learning Machine Learning in Education Product
Table 84. DreamBox Learning Revenue in Machine Learning in Education Business (2019-2024) & (US$ Million)
Table 85. DreamBox Learning Recent Development
Table 86. Fishtree Company Detail
Table 87. Fishtree Business Overview
Table 88. Fishtree Machine Learning in Education Product
Table 89. Fishtree Revenue in Machine Learning in Education Business (2019-2024) & (US$ Million)
Table 90. Fishtree Recent Development
Table 91. Jellynote Company Detail
Table 92. Jellynote Business Overview
Table 93. Jellynote Machine Learning in Education Product
Table 94. Jellynote Revenue in Machine Learning in Education Business (2019-2024) & (US$ Million)
Table 95. Jellynote Recent Development
Table 96. Quantum Adaptive Learning Company Detail
Table 97. Quantum Adaptive Learning Business Overview
Table 98. Quantum Adaptive Learning Machine Learning in Education Product
Table 99. Quantum Adaptive Learning Revenue in Machine Learning in Education Business (2019-2024) & (US$ Million)
Table 100. Quantum Adaptive Learning Recent Development
Table 101. Research Programs/Design for This Report
Table 102. Key Data Information from Secondary Sources
Table 103. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Machine Learning in Education Market Size Comparison by Type (2024-2030) & (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 Comparison by Application (2024-2030) & (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 Country (2019-2030)
Figure 21. United States Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 22. Canada Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 23. Europe Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 24. Europe Machine Learning in Education Market Share by Country (2019-2030)
Figure 25. Germany Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 26. France Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 27. U.K. Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 28. Italy Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 29. Russia Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 30. Nordic Countries Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 31. Asia-Pacific Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 32. Asia-Pacific Machine Learning in Education Market Share by Region (2019-2030)
Figure 33. China Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 34. Japan Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 35. South Korea Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 36. Southeast Asia Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 37. India Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 38. Australia Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 39. Latin America Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 40. Latin America Machine Learning in Education Market Share by Country (2019-2030)
Figure 41. Mexico Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 42. Brazil Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 43. Middle East & Africa Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 44. Middle East & Africa Machine Learning in Education Market Share by Country (2019-2030)
Figure 45. Turkey Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 46. Saudi Arabia Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 47. IBM Revenue Growth Rate in Machine Learning in Education Business (2019-2024)
Figure 48. Microsoft Revenue Growth Rate in Machine Learning in Education Business (2019-2024)
Figure 49. Google Revenue Growth Rate in Machine Learning in Education Business (2019-2024)
Figure 50. Amazon Revenue Growth Rate in Machine Learning in Education Business (2019-2024)
Figure 51. Cognizan Revenue Growth Rate in Machine Learning in Education Business (2019-2024)
Figure 52. Pearson Revenue Growth Rate in Machine Learning in Education Business (2019-2024)
Figure 53. Bridge-U Revenue Growth Rate in Machine Learning in Education Business (2019-2024)
Figure 54. DreamBox Learning Revenue Growth Rate in Machine Learning in Education Business (2019-2024)
Figure 55. Fishtree Revenue Growth Rate in Machine Learning in Education Business (2019-2024)
Figure 56. Jellynote Revenue Growth Rate in Machine Learning in Education Business (2019-2024)
Figure 57. Quantum Adaptive Learning Revenue Growth Rate in Machine Learning in Education Business (2019-2024)
Figure 58. Bottom-up and Top-down Approaches for This Report
Figure 59. Data Triangulation
Figure 60. Key Executives Interviewed