List of Tables
Table 1. Machine Learning in Education Key Market Segments
Table 2. Key Players Covered: Ranking by Machine Learning in Education Revenue
Table 3. Ranking of Global Top Machine Learning in Education Manufacturers by Revenue (US$ Million) in 2019
Table 4. Global Machine Learning in Education Market Size Growth Rate by Type (US$ Million): 2020 VS 2026
Table 5. Key Players of Cloud-Based
Table 6. Key Players of On-Premise
Table 7. Global Machine Learning in Education Market Size Growth by Application (US$ Million): 2020 VS 2026
Table 8. Global Machine Learning in Education Market Size by Regions (US$ Million): 2020 VS 2026
Table 9. Global Machine Learning in Education Market Size by Regions (2015-2020) (US$ Million)
Table 10. Global Machine Learning in Education Market Share by Regions (2015-2020)
Table 11. Global Machine Learning in Education Forecasted Market Size by Regions (2021-2026) (US$ Million)
Table 12. Global Machine Learning in Education 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 in Education Market Growth Strategy
Table 17. Main Points Interviewed from Key Machine Learning in Education Players
Table 18. Global Machine Learning in Education Revenue by Players (2015-2020) (Million US$)
Table 19. Global Machine Learning in Education Market Share by Players (2015-2020)
Table 20. Global Top Machine Learning in Education Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Machine Learning in Education as of 2019)
Table 21. Global Machine Learning in Education by Players Market Concentration Ratio (CR5 and HHI)
Table 22. Key Players Headquarters and Area Served
Table 23. Key Players Machine Learning in Education Product Solution and Service
Table 24. Date of Enter into Machine Learning in Education Market
Table 25. Mergers & Acquisitions, Expansion Plans
Table 26. Global Machine Learning in Education Market Size by Type (2015-2020) (Million US$)
Table 27. Global Machine Learning in Education Market Size Share by Type (2015-2020)
Table 28. Global Machine Learning in Education Revenue Market Share by Type (2021-2026)
Table 29. Global Machine Learning in Education Market Size Share by Application (2015-2020)
Table 30. Global Machine Learning in Education Market Size by Application (2015-2020) (Million US$)
Table 31. Global Machine Learning in Education Market Size Share by Application (2021-2026)
Table 32. North America Key Players Machine Learning in Education Revenue (2019-2020) (Million US$)
Table 33. North America Key Players Machine Learning in Education Market Share (2019-2020)
Table 34. North America Machine Learning in Education Market Size by Type (2015-2020) (Million US$)
Table 35. North America Machine Learning in Education Market Share by Type (2015-2020)
Table 36. North America Machine Learning in Education Market Size by Application (2015-2020) (Million US$)
Table 37. North America Machine Learning in Education Market Share by Application (2015-2020)
Table 38. Europe Key Players Machine Learning in Education Revenue (2019-2020) (Million US$)
Table 39. Europe Key Players Machine Learning in Education Market Share (2019-2020)
Table 40. Europe Machine Learning in Education Market Size by Type (2015-2020) (Million US$)
Table 41. Europe Machine Learning in Education Market Share by Type (2015-2020)
Table 42. Europe Machine Learning in Education Market Size by Application (2015-2020) (Million US$)
Table 43. Europe Machine Learning in Education Market Share by Application (2015-2020)
Table 44. China Key Players Machine Learning in Education Revenue (2019-2020) (Million US$)
Table 45. China Key Players Machine Learning in Education Market Share (2019-2020)
Table 46. China Machine Learning in Education Market Size by Type (2015-2020) (Million US$)
Table 47. China Machine Learning in Education Market Share by Type (2015-2020)
Table 48. China Machine Learning in Education Market Size by Application (2015-2020) (Million US$)
Table 49. China Machine Learning in Education Market Share by Application (2015-2020)
Table 50. Japan Key Players Machine Learning in Education Revenue (2019-2020) (Million US$)
Table 51. Japan Key Players Machine Learning in Education Market Share (2019-2020)
Table 52. Japan Machine Learning in Education Market Size by Type (2015-2020) (Million US$)
Table 53. Japan Machine Learning in Education Market Share by Type (2015-2020)
Table 54. Japan Machine Learning in Education Market Size by Application (2015-2020) (Million US$)
Table 55. Japan Machine Learning in Education Market Share by Application (2015-2020)
Table 56. Southeast Asia Key Players Machine Learning in Education Revenue (2019-2020) (Million US$)
Table 57. Southeast Asia Key Players Machine Learning in Education Market Share (2019-2020)
Table 58. Southeast Asia Machine Learning in Education Market Size by Type (2015-2020) (Million US$)
Table 59. Southeast Asia Machine Learning in Education Market Share by Type (2015-2020)
Table 60. Southeast Asia Machine Learning in Education Market Size by Application (2015-2020) (Million US$)
Table 61. Southeast Asia Machine Learning in Education Market Share by Application (2015-2020)
Table 62. India Key Players Machine Learning in Education Revenue (2019-2020) (Million US$)
Table 63. India Key Players Machine Learning in Education Market Share (2019-2020)
Table 64. India Machine Learning in Education Market Size by Type (2015-2020) (Million US$)
Table 65. India Machine Learning in Education Market Share by Type (2015-2020)
Table 66. India Machine Learning in Education Market Size by Application (2015-2020) (Million US$)
Table 67. India Machine Learning in Education Market Share by Application (2015-2020)
Table 68. Central & South America Key Players Machine Learning in Education Revenue (2019-2020) (Million US$)
Table 69. Central & South America Key Players Machine Learning in Education Market Share (2019-2020)
Table 70. Central & South America Machine Learning in Education Market Size by Type (2015-2020) (Million US$)
Table 71. Central & South America Machine Learning in Education Market Share by Type (2015-2020)
Table 72. Central & South America Machine Learning in Education Market Size by Application (2015-2020) (Million US$)
Table 73. Central & South America Machine Learning in Education 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 in Education Business (2015-2020) (Million US$)
Table 78. IBM Recent Development
Table 79. Microsoft Company Details
Table 80. Microsoft Business Overview
Table 81. Microsoft Product
Table 82. Microsoft Revenue in Machine Learning in Education Business (2015-2020) (Million US$)
Table 83. Microsoft Recent Development
Table 84. Google Company Details
Table 85. Google Business Overview
Table 86. Google Product
Table 87. Google Revenue in Machine Learning in Education Business (2015-2020) (Million US$)
Table 88. Google Recent Development
Table 89. Amazon Company Details
Table 90. Amazon Business Overview
Table 91. Amazon Product
Table 92. Amazon Revenue in Machine Learning in Education Business (2015-2020) (Million US$)
Table 93. Amazon Recent Development
Table 94. Cognizan Company Details
Table 95. Cognizan Business Overview
Table 96. Cognizan Product
Table 97. Cognizan Revenue in Machine Learning in Education Business (2015-2020) (Million US$)
Table 98. Cognizan Recent Development
Table 99. Pearson Company Details
Table 100. Pearson Business Overview
Table 101. Pearson Product
Table 102. Pearson Revenue in Machine Learning in Education Business (2015-2020) (Million US$)
Table 103. Pearson Recent Development
Table 104. Bridge-U Company Details
Table 105. Bridge-U Business Overview
Table 106. Bridge-U Product
Table 107. Bridge-U Revenue in Machine Learning in Education Business (2015-2020) (Million US$)
Table 108. Bridge-U Recent Development
Table 109. DreamBox Learning Business Overview
Table 110. DreamBox Learning Product
Table 111. DreamBox Learning Company Details
Table 112. DreamBox Learning Revenue in Machine Learning in Education Business (2015-2020) (Million US$)
Table 113. DreamBox Learning Recent Development
Table 114. Fishtree Company Details
Table 115. Fishtree Business Overview
Table 116. Fishtree Product
Table 117. Fishtree Revenue in Machine Learning in Education Business (2015-2020) (Million US$)
Table 118. Fishtree Recent Development
Table 119. Jellynote Company Details
Table 120. Jellynote Business Overview
Table 121. Jellynote Product
Table 122. Jellynote Revenue in Machine Learning in Education Business (2015-2020) (Million US$)
Table 123. Jellynote Recent Development
Table 124. Quantum Adaptive Learning Company Details
Table 125. Quantum Adaptive Learning Business Overview
Table 126. Quantum Adaptive Learning Product
Table 127. Quantum Adaptive Learning Revenue in Machine Learning in Education Business (2015-2020) (Million US$)
Table 128. Quantum Adaptive Learning Recent Development
Table 129. Research Programs/Design for This Report
Table 130. Key Data Information from Secondary Sources
Table 131. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Machine Learning in Education Market Share by Type: 2020 VS 2026
Figure 2. Cloud-Based Features
Figure 3. On-Premise Features
Figure 4. Global Machine Learning in Education Market Share by Application: 2020 VS 2026
Figure 5. Intelligent Tutoring Systems Case Studies
Figure 6. Virtual Facilitators Case Studies
Figure 7. Content Delivery Systems Case Studies
Figure 8. Interactive Websites Case Studies
Figure 9. Others Case Studies
Figure 10. Machine Learning in Education Report Years Considered
Figure 11. Global Machine Learning in Education Market Size YoY Growth 2015-2026 (US$ Million)
Figure 12. Global Machine Learning in Education Market Share by Regions: 2020 VS 2026
Figure 13. Global Machine Learning in Education Market Share by Regions (2021-2026)
Figure 14. Porter's Five Forces Analysis
Figure 15. Global Machine Learning in Education Market Share by Players in 2019
Figure 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 2019
Figure 17. The Top 10 and 5 Players Market Share by Machine Learning in Education Revenue in 2019
Figure 18. North America Machine Learning in Education Market Size YoY Growth (2015-2020) (Million US$)
Figure 19. Europe Machine Learning in Education Market Size YoY Growth (2015-2020) (Million US$)
Figure 20. China Machine Learning in Education Market Size YoY Growth (2015-2020) (Million US$)
Figure 21. Japan Machine Learning in Education Market Size YoY Growth (2015-2020) (Million US$)
Figure 22. Southeast Asia Machine Learning in Education Market Size YoY Growth (2015-2020) (Million US$)
Figure 23. India Machine Learning in Education Market Size YoY Growth (2015-2020) (Million US$)
Figure 24. Central & South America Machine Learning in Education Market Size YoY Growth (2015-2020) (Million US$)
Figure 25. IBM Total Revenue (US$ Million): 2019 Compared with 2018
Figure 26. IBM Revenue Growth Rate in Machine Learning in Education Business (2015-2020)
Figure 27. Microsoft Total Revenue (US$ Million): 2019 Compared with 2018
Figure 28. Microsoft Revenue Growth Rate in Machine Learning in Education Business (2015-2020)
Figure 29. Google Total Revenue (US$ Million): 2019 Compared with 2018
Figure 30. Google Revenue Growth Rate in Machine Learning in Education Business (2015-2020)
Figure 31. Amazon Total Revenue (US$ Million): 2019 Compared with 2018
Figure 32. Amazon Revenue Growth Rate in Machine Learning in Education Business (2015-2020)
Figure 33. Cognizan Total Revenue (US$ Million): 2019 Compared with 2018
Figure 34. Cognizan Revenue Growth Rate in Machine Learning in Education Business (2015-2020)
Figure 35. Pearson Total Revenue (US$ Million): 2019 Compared with 2018
Figure 36. Pearson Revenue Growth Rate in Machine Learning in Education Business (2015-2020)
Figure 37. Bridge-U Total Revenue (US$ Million): 2019 Compared with 2018
Figure 38. Bridge-U Revenue Growth Rate in Machine Learning in Education Business (2015-2020)
Figure 39. DreamBox Learning Total Revenue (US$ Million): 2019 Compared with 2018
Figure 40. DreamBox Learning Revenue Growth Rate in Machine Learning in Education Business (2015-2020)
Figure 41. Fishtree Total Revenue (US$ Million): 2019 Compared with 2018
Figure 42. Fishtree Revenue Growth Rate in Machine Learning in Education Business (2015-2020)
Figure 43. Jellynote Total Revenue (US$ Million): 2019 Compared with 2018
Figure 44. Jellynote Revenue Growth Rate in Machine Learning in Education Business (2015-2020)
Figure 45. Quantum Adaptive Learning Total Revenue (US$ Million): 2019 Compared with 2018
Figure 46. Quantum Adaptive Learning Revenue Growth Rate in Machine Learning in Education Business (2015-2020)
Figure 47. Bottom-up and Top-down Approaches for This Report
Figure 48. Data Triangulation
Figure 49. Key Executives Interviewed