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Global Artificial Intelligence (AI) in Education Market Size, Status and Forecast 2020-2026
Published Date: April 2020
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Report Code: QYRE-Auto-2W2604
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Global Artificial Intelligence AI in Education Market Size Status and Forecast 2020 2026

Global Artificial Intelligence (AI) in Education Market Size, Status and Forecast 2020-2026

Code: QYRE-Auto-2W2604
Report
April 2020
130 Pages
QYResearch
Region: Global, North America, Europe, Japan, China, Southeast Asia, Central & South America,
Description
Table of Content
Tables & Figures

 Artificial Intelligence (AI) in Education Market Overview

This report focuses on the global Artificial Intelligence (AI) in Education status, future forecast, growth opportunity, key market and key players. The study objectives are to present Artificial Intelligence (AI) in Education development in North America, Europe, China, Japan, Southeast Asia, India and Central & South America.

 

The key players covered in this study

  •     Google
  •     IBM
  •     Pearson
  •     Microsoft
  •     AWS
  •     Nuance
  •     Cognizant
  •     Metacog
  •     Quantum Adaptive Learning
  •     Querium
  •     Third Space Learning
  •     Aleks
  •     Blackboard
  •     BridgeU
  •     Carnegie Learning
  •     Century
  •     Cognii
  •     DreamBox Learning
  •     Elemental Path
  •     Fishtree
  •     Jellynote
  •     Jenzabar
  •     Knewton
  •     Luilishuo

 

Market segment by Type, the product can be split into

  •     Machine Learning and Deep Learning
  •     Natural Language Processing

Market segment by Application, split into

  •     Virtual Facilitators and Learning Environments
  •     Intelligent Tutoring Systems
  •     Content Delivery Systems
  •     Fraud and Risk Management

 

Market segment by Regions/Countries, this report covers

  •     North America
  •     Europe
  •     China
  •     Japan
  •     Southeast Asia
  •     India
  •     Central & South America

 

The study objectives of this report are:

  •     To analyze global Artificial Intelligence (AI) in Education status, future forecast, growth opportunity, key market and key players.
  •     To present Artificial Intelligence (AI) in Education development in North America, Europe, China, Japan, Southeast Asia, India and Central & South America.
  •     To strategically profile the key players and comprehensively analyze their development plan and strategies.
  •     To define, describe and forecast the market by type, market and key regions.

 

In this study, the years considered to estimate the market size of Artificial Intelligence (AI) in Education are as follows :

  •     History Year: 2015-2019
  •     Base Year: 2019
  •     Estimated Year: 2020
  •     Forecast Year 2020 to 2026

 

For the data information by region, company, type and application, 2019 is considered as the base year. Whenever data information was unavailable for the base year, the prior year has been considered.

Table of Contents
1 Report Overview
1.1 Study Scope
1.2 Key Market Segments
1.3 Players Covered: Ranking by Artificial Intelligence (AI) in Education Revenue
1.4 Market Analysis by Type
1.4.1 Global Artificial Intelligence (AI) in Education Market Size Growth Rate by Type: 2020 VS 2026
1.4.2 Machine Learning and Deep Learning
1.4.3 Natural Language Processing
1.5 Market by Application
1.5.1 Global Artificial Intelligence (AI) in Education Market Share by Application: 2020 VS 2026
1.5.2 Virtual Facilitators and Learning Environments
1.5.3 Intelligent Tutoring Systems
1.5.4 Content Delivery Systems
1.5.5 Fraud and Risk Management
1.6 Study Objectives
1.7 Years Considered
2 Global Growth Trends by Regions
2.1 Artificial Intelligence (AI) in Education Market Perspective (2015-2026)
2.2 Artificial Intelligence (AI) in Education Growth Trends by Regions
2.2.1 Artificial Intelligence (AI) in Education Market Size by Regions: 2015 VS 2020 VS 2026
2.2.2 Artificial Intelligence (AI) in Education Historic Market Share by Regions (2015-2020)
2.2.3 Artificial Intelligence (AI) in Education Forecasted Market Size by Regions (2021-2026)
2.3 Industry Trends and Growth Strategy
2.3.1 Market Top Trends
2.3.2 Market Drivers
2.3.3 Market Challenges
2.3.4 Porter’s Five Forces Analysis
2.3.5 Artificial Intelligence (AI) in Education Market Growth Strategy
2.3.6 Primary Interviews with Key Artificial Intelligence (AI) in Education Players (Opinion Leaders)
3 Competition Landscape by Key Players
3.1 Global Top Artificial Intelligence (AI) in Education Players by Market Size
3.1.1 Global Top Artificial Intelligence (AI) in Education Players by Revenue (2015-2020)
3.1.2 Global Artificial Intelligence (AI) in Education Revenue Market Share by Players (2015-2020)
3.1.3 Global Artificial Intelligence (AI) in Education Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.2 Global Artificial Intelligence (AI) in Education Market Concentration Ratio
3.2.1 Global Artificial Intelligence (AI) in Education Market Concentration Ratio (CR5 and HHI)
3.2.2 Global Top 10 and Top 5 Companies by Artificial Intelligence (AI) in Education Revenue in 2019
3.3 Artificial Intelligence (AI) in Education Key Players Head office and Area Served
3.4 Key Players Artificial Intelligence (AI) in Education Product Solution and Service
3.5 Date of Enter into Artificial Intelligence (AI) in Education Market
3.6 Mergers & Acquisitions, Expansion Plans
4 Breakdown Data by Type (2015-2026)
4.1 Global Artificial Intelligence (AI) in Education Historic Market Size by Type (2015-2020)
4.2 Global Artificial Intelligence (AI) in Education Forecasted Market Size by Type (2021-2026)
5 Artificial Intelligence (AI) in Education Breakdown Data by Application (2015-2026)
5.1 Global Artificial Intelligence (AI) in Education Market Size by Application (2015-2020)
5.2 Global Artificial Intelligence (AI) in Education Forecasted Market Size by Application (2021-2026)
6 North America
6.1 North America Artificial Intelligence (AI) in Education Market Size (2015-2020)
6.2 Artificial Intelligence (AI) in Education Key Players in North America (2019-2020)
6.3 North America Artificial Intelligence (AI) in Education Market Size by Type (2015-2020)
6.4 North America Artificial Intelligence (AI) in Education Market Size by Application (2015-2020)
7 Europe
7.1 Europe Artificial Intelligence (AI) in Education Market Size (2015-2020)
7.2 Artificial Intelligence (AI) in Education Key Players in Europe (2019-2020)
7.3 Europe Artificial Intelligence (AI) in Education Market Size by Type (2015-2020)
7.4 Europe Artificial Intelligence (AI) in Education Market Size by Application (2015-2020)
8 China
8.1 China Artificial Intelligence (AI) in Education Market Size (2015-2020)
8.2 Artificial Intelligence (AI) in Education Key Players in China (2019-2020)
8.3 China Artificial Intelligence (AI) in Education Market Size by Type (2015-2020)
8.4 China Artificial Intelligence (AI) in Education Market Size by Application (2015-2020)
9 Japan
9.1 Japan Artificial Intelligence (AI) in Education Market Size (2015-2020)
9.2 Artificial Intelligence (AI) in Education Key Players in Japan (2019-2020)
9.3 Japan Artificial Intelligence (AI) in Education Market Size by Type (2015-2020)
9.4 Japan Artificial Intelligence (AI) in Education Market Size by Application (2015-2020)
10 Southeast Asia
10.1 Southeast Asia Artificial Intelligence (AI) in Education Market Size (2015-2020)
10.2 Artificial Intelligence (AI) in Education Key Players in Southeast Asia (2019-2020)
10.3 Southeast Asia Artificial Intelligence (AI) in Education Market Size by Type (2015-2020)
10.4 Southeast Asia Artificial Intelligence (AI) in Education Market Size by Application (2015-2020)
11 India
11.1 India Artificial Intelligence (AI) in Education Market Size (2015-2020)
11.2 Artificial Intelligence (AI) in Education Key Players in India (2019-2020)
11.3 India Artificial Intelligence (AI) in Education Market Size by Type (2015-2020)
11.4 India Artificial Intelligence (AI) in Education Market Size by Application (2015-2020)
12 Central & South America
12.1 Central & South America Artificial Intelligence (AI) in Education Market Size (2015-2020)
12.2 Artificial Intelligence (AI) in Education Key Players in Central & South America (2019-2020)
12.3 Central & South America Artificial Intelligence (AI) in Education Market Size by Type (2015-2020)
12.4 Central & South America Artificial Intelligence (AI) in Education Market Size by Application (2015-2020)
13 Key Players Profiles
13.1 Google
13.1.1 Google Company Details
13.1.2 Google Business Overview and Its Total Revenue
13.1.3 Google Artificial Intelligence (AI) in Education Introduction
13.1.4 Google Revenue in Artificial Intelligence (AI) in Education Business (2015-2020))
13.1.5 Google Recent Development
13.2 IBM
13.2.1 IBM Company Details
13.2.2 IBM Business Overview and Its Total Revenue
13.2.3 IBM Artificial Intelligence (AI) in Education Introduction
13.2.4 IBM Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
13.2.5 IBM Recent Development
13.3 Pearson
13.3.1 Pearson Company Details
13.3.2 Pearson Business Overview and Its Total Revenue
13.3.3 Pearson Artificial Intelligence (AI) in Education Introduction
13.3.4 Pearson Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
13.3.5 Pearson Recent Development
13.4 Microsoft
13.4.1 Microsoft Company Details
13.4.2 Microsoft Business Overview and Its Total Revenue
13.4.3 Microsoft Artificial Intelligence (AI) in Education Introduction
13.4.4 Microsoft Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
13.4.5 Microsoft Recent Development
13.5 AWS
13.5.1 AWS Company Details
13.5.2 AWS Business Overview and Its Total Revenue
13.5.3 AWS Artificial Intelligence (AI) in Education Introduction
13.5.4 AWS Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
13.5.5 AWS Recent Development
13.6 Nuance
13.6.1 Nuance Company Details
13.6.2 Nuance Business Overview and Its Total Revenue
13.6.3 Nuance Artificial Intelligence (AI) in Education Introduction
13.6.4 Nuance Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
13.6.5 Nuance Recent Development
13.7 Cognizant
13.7.1 Cognizant Company Details
13.7.2 Cognizant Business Overview and Its Total Revenue
13.7.3 Cognizant Artificial Intelligence (AI) in Education Introduction
13.7.4 Cognizant Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
13.7.5 Cognizant Recent Development
13.8 Metacog
13.8.1 Metacog Company Details
13.8.2 Metacog Business Overview and Its Total Revenue
13.8.3 Metacog Artificial Intelligence (AI) in Education Introduction
13.8.4 Metacog Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
13.8.5 Metacog Recent Development
13.9 Quantum Adaptive Learning
13.9.1 Quantum Adaptive Learning Company Details
13.9.2 Quantum Adaptive Learning Business Overview and Its Total Revenue
13.9.3 Quantum Adaptive Learning Artificial Intelligence (AI) in Education Introduction
13.9.4 Quantum Adaptive Learning Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
13.9.5 Quantum Adaptive Learning Recent Development
13.10 Querium
13.10.1 Querium Company Details
13.10.2 Querium Business Overview and Its Total Revenue
13.10.3 Querium Artificial Intelligence (AI) in Education Introduction
13.10.4 Querium Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
13.10.5 Querium Recent Development
13.11 Third Space Learning
10.11.1 Third Space Learning Company Details
10.11.2 Third Space Learning Business Overview and Its Total Revenue
10.11.3 Third Space Learning Artificial Intelligence (AI) in Education Introduction
10.11.4 Third Space Learning Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.11.5 Third Space Learning Recent Development
13.12 Aleks
10.12.1 Aleks Company Details
10.12.2 Aleks Business Overview and Its Total Revenue
10.12.3 Aleks Artificial Intelligence (AI) in Education Introduction
10.12.4 Aleks Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.12.5 Aleks Recent Development
13.13 Blackboard
10.13.1 Blackboard Company Details
10.13.2 Blackboard Business Overview and Its Total Revenue
10.13.3 Blackboard Artificial Intelligence (AI) in Education Introduction
10.13.4 Blackboard Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.13.5 Blackboard Recent Development
13.14 BridgeU
10.14.1 BridgeU Company Details
10.14.2 BridgeU Business Overview and Its Total Revenue
10.14.3 BridgeU Artificial Intelligence (AI) in Education Introduction
10.14.4 BridgeU Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.14.5 BridgeU Recent Development
13.15 Carnegie Learning
10.15.1 Carnegie Learning Company Details
10.15.2 Carnegie Learning Business Overview and Its Total Revenue
10.15.3 Carnegie Learning Artificial Intelligence (AI) in Education Introduction
10.15.4 Carnegie Learning Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.15.5 Carnegie Learning Recent Development
13.16 Century
10.16.1 Century Company Details
10.16.2 Century Business Overview and Its Total Revenue
10.16.3 Century Artificial Intelligence (AI) in Education Introduction
10.16.4 Century Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.16.5 Century Recent Development
13.17 Cognii
10.17.1 Cognii Company Details
10.17.2 Cognii Business Overview and Its Total Revenue
10.17.3 Cognii Artificial Intelligence (AI) in Education Introduction
10.17.4 Cognii Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.17.5 Cognii Recent Development
13.18 DreamBox Learning
10.18.1 DreamBox Learning Company Details
10.18.2 DreamBox Learning Business Overview and Its Total Revenue
10.18.3 DreamBox Learning Artificial Intelligence (AI) in Education Introduction
10.18.4 DreamBox Learning Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.18.5 DreamBox Learning Recent Development
13.19 Elemental Path
10.19.1 Elemental Path Company Details
10.19.2 Elemental Path Business Overview and Its Total Revenue
10.19.3 Elemental Path Artificial Intelligence (AI) in Education Introduction
10.19.4 Elemental Path Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.19.5 Elemental Path Recent Development
13.20 Fishtree
10.20.1 Fishtree Company Details
10.20.2 Fishtree Business Overview and Its Total Revenue
10.20.3 Fishtree Artificial Intelligence (AI) in Education Introduction
10.20.4 Fishtree Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.20.5 Fishtree Recent Development
13.21 Jellynote
10.21.1 Jellynote Company Details
10.21.2 Jellynote Business Overview and Its Total Revenue
10.21.3 Jellynote Artificial Intelligence (AI) in Education Introduction
10.21.4 Jellynote Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.21.5 Jellynote Recent Development
13.22 Jenzabar
10.22.1 Jenzabar Company Details
10.22.2 Jenzabar Business Overview and Its Total Revenue
10.22.3 Jenzabar Artificial Intelligence (AI) in Education Introduction
10.22.4 Jenzabar Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.22.5 Jenzabar Recent Development
13.23 Knewton
10.23.1 Knewton Company Details
10.23.2 Knewton Business Overview and Its Total Revenue
10.23.3 Knewton Artificial Intelligence (AI) in Education Introduction
10.23.4 Knewton Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.23.5 Knewton Recent Development
13.24 Luilishuo
10.24.1 Luilishuo Company Details
10.24.2 Luilishuo Business Overview and Its Total Revenue
10.24.3 Luilishuo Artificial Intelligence (AI) in Education Introduction
10.24.4 Luilishuo Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.24.5 Luilishuo Recent Development
14 Analyst's Viewpoints/Conclusions
15 Appendix
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.2 Data Source
15.2 Disclaimer
15.3 Author Details
List of Tables
 
    Table 1. Artificial Intelligence (AI) in Education Key Market Segments
    Table 2. Key Players Covered: Ranking by Artificial Intelligence (AI) in Education Revenue
    Table 3. Ranking of Global Top Artificial Intelligence (AI) in Education Manufacturers by Revenue (US$ Million) in 2019
    Table 4. Global Artificial Intelligence (AI) in Education Market Size Growth Rate by Type (US$ Million): 2020 VS 2026
    Table 5. Key Players of Machine Learning and Deep Learning
    Table 6. Key Players of Natural Language Processing
    Table 7. Global Artificial Intelligence (AI) in Education Market Size Growth by Application (US$ Million): 2020 VS 2026
    Table 8. Global Artificial Intelligence (AI) in Education Market Size by Regions (US$ Million): 2020 VS 2026
    Table 9. Global Artificial Intelligence (AI) in Education Market Size by Regions (2015-2020) (US$ Million)
    Table 10. Global Artificial Intelligence (AI) in Education Market Share by Regions (2015-2020)
    Table 11. Global Artificial Intelligence (AI) in Education Forecasted Market Size by Regions (2021-2026) (US$ Million)
    Table 12. Global Artificial Intelligence (AI) 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. Artificial Intelligence (AI) in Education Market Growth Strategy
    Table 17. Main Points Interviewed from Key Artificial Intelligence (AI) in Education Players
    Table 18. Global Artificial Intelligence (AI) in Education Revenue by Players (2015-2020) (Million US$)
    Table 19. Global Artificial Intelligence (AI) in Education Market Share by Players (2015-2020)
    Table 20. Global Top Artificial Intelligence (AI) in Education Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Artificial Intelligence (AI) in Education as of 2019)
    Table 21. Global Artificial Intelligence (AI) in Education by Players Market Concentration Ratio (CR5 and HHI)
    Table 22. Key Players Headquarters and Area Served
    Table 23. Key Players Artificial Intelligence (AI) in Education Product Solution and Service
    Table 24. Date of Enter into Artificial Intelligence (AI) in Education Market
    Table 25. Mergers & Acquisitions, Expansion Plans
    Table 26. Global Artificial Intelligence (AI) in Education Market Size by Type (2015-2020) (Million US$)
    Table 27. Global Artificial Intelligence (AI) in Education Market Size Share by Type (2015-2020)
    Table 28. Global Artificial Intelligence (AI) in Education Revenue Market Share by Type (2021-2026)
    Table 29. Global Artificial Intelligence (AI) in Education Market Size Share by Application (2015-2020)
    Table 30. Global Artificial Intelligence (AI) in Education Market Size by Application (2015-2020) (Million US$)
    Table 31. Global Artificial Intelligence (AI) in Education Market Size Share by Application (2021-2026)
    Table 32. North America Key Players Artificial Intelligence (AI) in Education Revenue (2019-2020) (Million US$)
    Table 33. North America Key Players Artificial Intelligence (AI) in Education Market Share (2019-2020)
    Table 34. North America Artificial Intelligence (AI) in Education Market Size by Type (2015-2020) (Million US$)
    Table 35. North America Artificial Intelligence (AI) in Education Market Share by Type (2015-2020)
    Table 36. North America Artificial Intelligence (AI) in Education Market Size by Application (2015-2020) (Million US$)
    Table 37. North America Artificial Intelligence (AI) in Education Market Share by Application (2015-2020)
    Table 38. Europe Key Players Artificial Intelligence (AI) in Education Revenue (2019-2020) (Million US$)
    Table 39. Europe Key Players Artificial Intelligence (AI) in Education Market Share (2019-2020)
    Table 40. Europe Artificial Intelligence (AI) in Education Market Size by Type (2015-2020) (Million US$)
    Table 41. Europe Artificial Intelligence (AI) in Education Market Share by Type (2015-2020)
    Table 42. Europe Artificial Intelligence (AI) in Education Market Size by Application (2015-2020) (Million US$)
    Table 43. Europe Artificial Intelligence (AI) in Education Market Share by Application (2015-2020)
    Table 44. China Key Players Artificial Intelligence (AI) in Education Revenue (2019-2020) (Million US$)
    Table 45. China Key Players Artificial Intelligence (AI) in Education Market Share (2019-2020)
    Table 46. China Artificial Intelligence (AI) in Education Market Size by Type (2015-2020) (Million US$)
    Table 47. China Artificial Intelligence (AI) in Education Market Share by Type (2015-2020)
    Table 48. China Artificial Intelligence (AI) in Education Market Size by Application (2015-2020) (Million US$)
    Table 49. China Artificial Intelligence (AI) in Education Market Share by Application (2015-2020)
    Table 50. Japan Key Players Artificial Intelligence (AI) in Education Revenue (2019-2020) (Million US$)
    Table 51. Japan Key Players Artificial Intelligence (AI) in Education Market Share (2019-2020)
    Table 52. Japan Artificial Intelligence (AI) in Education Market Size by Type (2015-2020) (Million US$)
    Table 53. Japan Artificial Intelligence (AI) in Education Market Share by Type (2015-2020)
    Table 54. Japan Artificial Intelligence (AI) in Education Market Size by Application (2015-2020) (Million US$)
    Table 55. Japan Artificial Intelligence (AI) in Education Market Share by Application (2015-2020)
    Table 56. Southeast Asia Key Players Artificial Intelligence (AI) in Education Revenue (2019-2020) (Million US$)
    Table 57. Southeast Asia Key Players Artificial Intelligence (AI) in Education Market Share (2019-2020)
    Table 58. Southeast Asia Artificial Intelligence (AI) in Education Market Size by Type (2015-2020) (Million US$)
    Table 59. Southeast Asia Artificial Intelligence (AI) in Education Market Share by Type (2015-2020)
    Table 60. Southeast Asia Artificial Intelligence (AI) in Education Market Size by Application (2015-2020) (Million US$)
    Table 61. Southeast Asia Artificial Intelligence (AI) in Education Market Share by Application (2015-2020)
    Table 62. India Key Players Artificial Intelligence (AI) in Education Revenue (2019-2020) (Million US$)
    Table 63. India Key Players Artificial Intelligence (AI) in Education Market Share (2019-2020)
    Table 64. India Artificial Intelligence (AI) in Education Market Size by Type (2015-2020) (Million US$)
    Table 65. India Artificial Intelligence (AI) in Education Market Share by Type (2015-2020)
    Table 66. India Artificial Intelligence (AI) in Education Market Size by Application (2015-2020) (Million US$)
    Table 67. India Artificial Intelligence (AI) in Education Market Share by Application (2015-2020)
    Table 68. Central & South America Key Players Artificial Intelligence (AI) in Education Revenue (2019-2020) (Million US$)
    Table 69. Central & South America Key Players Artificial Intelligence (AI) in Education Market Share (2019-2020)
    Table 70. Central & South America Artificial Intelligence (AI) in Education Market Size by Type (2015-2020) (Million US$)
    Table 71. Central & South America Artificial Intelligence (AI) in Education Market Share by Type (2015-2020)
    Table 72. Central & South America Artificial Intelligence (AI) in Education Market Size by Application (2015-2020) (Million US$)
    Table 73. Central & South America Artificial Intelligence (AI) in Education Market Share by Application (2015-2020)
    Table 74. Google Company Details
    Table 75. Google Business Overview
    Table 76. Google Product
    Table 77. Google Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 78. Google Recent Development
    Table 79. IBM Company Details
    Table 80. IBM Business Overview
    Table 81. IBM Product
    Table 82. IBM Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 83. IBM Recent Development
    Table 84. Pearson Company Details
    Table 85. Pearson Business Overview
    Table 86. Pearson Product
    Table 87. Pearson Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 88. Pearson Recent Development
    Table 89. Microsoft Company Details
    Table 90. Microsoft Business Overview
    Table 91. Microsoft Product
    Table 92. Microsoft Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 93. Microsoft Recent Development
    Table 94. AWS Company Details
    Table 95. AWS Business Overview
    Table 96. AWS Product
    Table 97. AWS Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 98. AWS Recent Development
    Table 99. Nuance Company Details
    Table 100. Nuance Business Overview
    Table 101. Nuance Product
    Table 102. Nuance Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 103. Nuance Recent Development
    Table 104. Cognizant Company Details
    Table 105. Cognizant Business Overview
    Table 106. Cognizant Product
    Table 107. Cognizant Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 108. Cognizant Recent Development
    Table 109. Metacog Business Overview
    Table 110. Metacog Product
    Table 111. Metacog Company Details
    Table 112. Metacog Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 113. Metacog Recent Development
    Table 114. Quantum Adaptive Learning Company Details
    Table 115. Quantum Adaptive Learning Business Overview
    Table 116. Quantum Adaptive Learning Product
    Table 117. Quantum Adaptive Learning Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 118. Quantum Adaptive Learning Recent Development
    Table 119. Querium Company Details
    Table 120. Querium Business Overview
    Table 121. Querium Product
    Table 122. Querium Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 123. Querium Recent Development
    Table 124. Third Space Learning Company Details
    Table 125. Third Space Learning Business Overview
    Table 126. Third Space Learning Product
    Table 127. Third Space Learning Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 128. Third Space Learning Recent Development
    Table 129. Aleks Company Details
    Table 130. Aleks Business Overview
    Table 131. Aleks Product
    Table 132. Aleks Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 133. Aleks Recent Development
    Table 134. Blackboard Company Details
    Table 135. Blackboard Business Overview
    Table 136. Blackboard Product
    Table 137. Blackboard Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 138. Blackboard Recent Development
    Table 139. BridgeU Company Details
    Table 140. BridgeU Business Overview
    Table 141. BridgeU Product
    Table 142. BridgeU Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 143. BridgeU Recent Development
    Table 144. Carnegie Learning Company Details
    Table 145. Carnegie Learning Business Overview
    Table 146. Carnegie Learning Product
    Table 147. Carnegie Learning Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 148. Carnegie Learning Recent Development
    Table 149. Century Company Details
    Table 150. Century Business Overview
    Table 151. Century Product
    Table 152. Century Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 153. Century Recent Development
    Table 154. Cognii Company Details
    Table 155. Cognii Business Overview
    Table 156. Cognii Product
    Table 157. Cognii Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 158. Cognii Recent Development
    Table 159. DreamBox Learning Company Details
    Table 160. DreamBox Learning Business Overview
    Table 161. DreamBox Learning Product
    Table 162. DreamBox Learning Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 163. DreamBox Learning Recent Development
    Table 164. Elemental Path Company Details
    Table 165. Elemental Path Business Overview
    Table 166. Elemental Path Product
    Table 167. Elemental Path Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 168. Elemental Path Recent Development
    Table 169. Fishtree Company Details
    Table 170. Fishtree Business Overview
    Table 171. Fishtree Product
    Table 172. Fishtree Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 173. Fishtree Recent Development
    Table 174. Jellynote Company Details
    Table 175. Jellynote Business Overview
    Table 176. Jellynote Product
    Table 177. Jellynote Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 178. Jellynote Recent Development
    Table 179. Jenzabar Company Details
    Table 180. Jenzabar Business Overview
    Table 181. Jenzabar Product
    Table 182. Jenzabar Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 183. Jenzabar Recent Development
    Table 184. Knewton Company Details
    Table 185. Knewton Business Overview
    Table 186. Knewton Product
    Table 187. Knewton Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 188. Knewton Recent Development
    Table 189. Luilishuo Company Details
    Table 190. Luilishuo Business Overview
    Table 191. Luilishuo Product
    Table 192. Luilishuo Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 193. Luilishuo Recent Development
    Table 194. Research Programs/Design for This Report
    Table 195. Key Data Information from Secondary Sources
    Table 196. Key Data Information from Primary Sources
List of Figures
    Figure 1. Global Artificial Intelligence (AI) in Education Market Share by Type: 2020 VS 2026
    Figure 2. Machine Learning and Deep Learning Features
    Figure 3. Natural Language Processing Features
    Figure 4. Global Artificial Intelligence (AI) in Education Market Share by Application: 2020 VS 2026
    Figure 5. Virtual Facilitators and Learning Environments Case Studies
    Figure 6. Intelligent Tutoring Systems Case Studies
    Figure 7. Content Delivery Systems Case Studies
    Figure 8. Fraud and Risk Management Case Studies
    Figure 9. Artificial Intelligence (AI) in Education Report Years Considered
    Figure 10. Global Artificial Intelligence (AI) in Education Market Size YoY Growth 2015-2026 (US$ Million)
    Figure 11. Global Artificial Intelligence (AI) in Education Market Share by Regions: 2020 VS 2026
    Figure 12. Global Artificial Intelligence (AI) in Education Market Share by Regions (2021-2026)
    Figure 13. Porter's Five Forces Analysis
    Figure 14. Global Artificial Intelligence (AI) in Education Market Share by Players in 2019
    Figure 15. Global Top Artificial Intelligence (AI) in Education Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Artificial Intelligence (AI) in Education as of 2019
    Figure 16. The Top 10 and 5 Players Market Share by Artificial Intelligence (AI) in Education Revenue in 2019
    Figure 17. North America Artificial Intelligence (AI) in Education Market Size YoY Growth (2015-2020) (Million US$)
    Figure 18. Europe Artificial Intelligence (AI) in Education Market Size YoY Growth (2015-2020) (Million US$)
    Figure 19. China Artificial Intelligence (AI) in Education Market Size YoY Growth (2015-2020) (Million US$)
    Figure 20. Japan Artificial Intelligence (AI) in Education Market Size YoY Growth (2015-2020) (Million US$)
    Figure 21. Southeast Asia Artificial Intelligence (AI) in Education Market Size YoY Growth (2015-2020) (Million US$)
    Figure 22. India Artificial Intelligence (AI) in Education Market Size YoY Growth (2015-2020) (Million US$)
    Figure 23. Central & South America Artificial Intelligence (AI) in Education Market Size YoY Growth (2015-2020) (Million US$)
    Figure 24. Google Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 25. Google Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 26. IBM Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 27. IBM Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 28. Pearson Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 29. Pearson Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 30. Microsoft Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 31. Microsoft Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 32. AWS Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 33. AWS Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 34. Nuance Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 35. Nuance Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 36. Cognizant Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 37. Cognizant Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 38. Metacog Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 39. Metacog Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 40. Quantum Adaptive Learning Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 41. Quantum Adaptive Learning Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 42. Querium Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 43. Querium Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 44. Third Space Learning Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 45. Third Space Learning Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 46. Aleks Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 47. Aleks Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 48. Blackboard Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 49. Blackboard Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 50. BridgeU Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 51. BridgeU Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 52. Carnegie Learning Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 53. Carnegie Learning Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 54. Century Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 55. Century Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 56. Cognii Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 57. Cognii Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 58. DreamBox Learning Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 59. DreamBox Learning Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 60. Elemental Path Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 61. Elemental Path Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 62. Fishtree Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 63. Fishtree Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 64. Bottom-up and Top-down Approaches for This Report
    Figure 65. Data Triangulation
    Figure 66. Key Executives Interviewed

 Artificial Intelligence (AI) in Education Market Overview

This report focuses on the global Artificial Intelligence (AI) in Education status, future forecast, growth opportunity, key market and key players. The study objectives are to present Artificial Intelligence (AI) in Education development in North America, Europe, China, Japan, Southeast Asia, India and Central & South America.

 

The key players covered in this study

  •     Google
  •     IBM
  •     Pearson
  •     Microsoft
  •     AWS
  •     Nuance
  •     Cognizant
  •     Metacog
  •     Quantum Adaptive Learning
  •     Querium
  •     Third Space Learning
  •     Aleks
  •     Blackboard
  •     BridgeU
  •     Carnegie Learning
  •     Century
  •     Cognii
  •     DreamBox Learning
  •     Elemental Path
  •     Fishtree
  •     Jellynote
  •     Jenzabar
  •     Knewton
  •     Luilishuo

 

Market segment by Type, the product can be split into

  •     Machine Learning and Deep Learning
  •     Natural Language Processing

Market segment by Application, split into

  •     Virtual Facilitators and Learning Environments
  •     Intelligent Tutoring Systems
  •     Content Delivery Systems
  •     Fraud and Risk Management

 

Market segment by Regions/Countries, this report covers

  •     North America
  •     Europe
  •     China
  •     Japan
  •     Southeast Asia
  •     India
  •     Central & South America

 

The study objectives of this report are:

  •     To analyze global Artificial Intelligence (AI) in Education status, future forecast, growth opportunity, key market and key players.
  •     To present Artificial Intelligence (AI) in Education development in North America, Europe, China, Japan, Southeast Asia, India and Central & South America.
  •     To strategically profile the key players and comprehensively analyze their development plan and strategies.
  •     To define, describe and forecast the market by type, market and key regions.

 

In this study, the years considered to estimate the market size of Artificial Intelligence (AI) in Education are as follows :

  •     History Year: 2015-2019
  •     Base Year: 2019
  •     Estimated Year: 2020
  •     Forecast Year 2020 to 2026

 

For the data information by region, company, type and application, 2019 is considered as the base year. Whenever data information was unavailable for the base year, the prior year has been considered.

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Table of Contents
1 Report Overview
1.1 Study Scope
1.2 Key Market Segments
1.3 Players Covered: Ranking by Artificial Intelligence (AI) in Education Revenue
1.4 Market Analysis by Type
1.4.1 Global Artificial Intelligence (AI) in Education Market Size Growth Rate by Type: 2020 VS 2026
1.4.2 Machine Learning and Deep Learning
1.4.3 Natural Language Processing
1.5 Market by Application
1.5.1 Global Artificial Intelligence (AI) in Education Market Share by Application: 2020 VS 2026
1.5.2 Virtual Facilitators and Learning Environments
1.5.3 Intelligent Tutoring Systems
1.5.4 Content Delivery Systems
1.5.5 Fraud and Risk Management
1.6 Study Objectives
1.7 Years Considered
2 Global Growth Trends by Regions
2.1 Artificial Intelligence (AI) in Education Market Perspective (2015-2026)
2.2 Artificial Intelligence (AI) in Education Growth Trends by Regions
2.2.1 Artificial Intelligence (AI) in Education Market Size by Regions: 2015 VS 2020 VS 2026
2.2.2 Artificial Intelligence (AI) in Education Historic Market Share by Regions (2015-2020)
2.2.3 Artificial Intelligence (AI) in Education Forecasted Market Size by Regions (2021-2026)
2.3 Industry Trends and Growth Strategy
2.3.1 Market Top Trends
2.3.2 Market Drivers
2.3.3 Market Challenges
2.3.4 Porter’s Five Forces Analysis
2.3.5 Artificial Intelligence (AI) in Education Market Growth Strategy
2.3.6 Primary Interviews with Key Artificial Intelligence (AI) in Education Players (Opinion Leaders)
3 Competition Landscape by Key Players
3.1 Global Top Artificial Intelligence (AI) in Education Players by Market Size
3.1.1 Global Top Artificial Intelligence (AI) in Education Players by Revenue (2015-2020)
3.1.2 Global Artificial Intelligence (AI) in Education Revenue Market Share by Players (2015-2020)
3.1.3 Global Artificial Intelligence (AI) in Education Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.2 Global Artificial Intelligence (AI) in Education Market Concentration Ratio
3.2.1 Global Artificial Intelligence (AI) in Education Market Concentration Ratio (CR5 and HHI)
3.2.2 Global Top 10 and Top 5 Companies by Artificial Intelligence (AI) in Education Revenue in 2019
3.3 Artificial Intelligence (AI) in Education Key Players Head office and Area Served
3.4 Key Players Artificial Intelligence (AI) in Education Product Solution and Service
3.5 Date of Enter into Artificial Intelligence (AI) in Education Market
3.6 Mergers & Acquisitions, Expansion Plans
4 Breakdown Data by Type (2015-2026)
4.1 Global Artificial Intelligence (AI) in Education Historic Market Size by Type (2015-2020)
4.2 Global Artificial Intelligence (AI) in Education Forecasted Market Size by Type (2021-2026)
5 Artificial Intelligence (AI) in Education Breakdown Data by Application (2015-2026)
5.1 Global Artificial Intelligence (AI) in Education Market Size by Application (2015-2020)
5.2 Global Artificial Intelligence (AI) in Education Forecasted Market Size by Application (2021-2026)
6 North America
6.1 North America Artificial Intelligence (AI) in Education Market Size (2015-2020)
6.2 Artificial Intelligence (AI) in Education Key Players in North America (2019-2020)
6.3 North America Artificial Intelligence (AI) in Education Market Size by Type (2015-2020)
6.4 North America Artificial Intelligence (AI) in Education Market Size by Application (2015-2020)
7 Europe
7.1 Europe Artificial Intelligence (AI) in Education Market Size (2015-2020)
7.2 Artificial Intelligence (AI) in Education Key Players in Europe (2019-2020)
7.3 Europe Artificial Intelligence (AI) in Education Market Size by Type (2015-2020)
7.4 Europe Artificial Intelligence (AI) in Education Market Size by Application (2015-2020)
8 China
8.1 China Artificial Intelligence (AI) in Education Market Size (2015-2020)
8.2 Artificial Intelligence (AI) in Education Key Players in China (2019-2020)
8.3 China Artificial Intelligence (AI) in Education Market Size by Type (2015-2020)
8.4 China Artificial Intelligence (AI) in Education Market Size by Application (2015-2020)
9 Japan
9.1 Japan Artificial Intelligence (AI) in Education Market Size (2015-2020)
9.2 Artificial Intelligence (AI) in Education Key Players in Japan (2019-2020)
9.3 Japan Artificial Intelligence (AI) in Education Market Size by Type (2015-2020)
9.4 Japan Artificial Intelligence (AI) in Education Market Size by Application (2015-2020)
10 Southeast Asia
10.1 Southeast Asia Artificial Intelligence (AI) in Education Market Size (2015-2020)
10.2 Artificial Intelligence (AI) in Education Key Players in Southeast Asia (2019-2020)
10.3 Southeast Asia Artificial Intelligence (AI) in Education Market Size by Type (2015-2020)
10.4 Southeast Asia Artificial Intelligence (AI) in Education Market Size by Application (2015-2020)
11 India
11.1 India Artificial Intelligence (AI) in Education Market Size (2015-2020)
11.2 Artificial Intelligence (AI) in Education Key Players in India (2019-2020)
11.3 India Artificial Intelligence (AI) in Education Market Size by Type (2015-2020)
11.4 India Artificial Intelligence (AI) in Education Market Size by Application (2015-2020)
12 Central & South America
12.1 Central & South America Artificial Intelligence (AI) in Education Market Size (2015-2020)
12.2 Artificial Intelligence (AI) in Education Key Players in Central & South America (2019-2020)
12.3 Central & South America Artificial Intelligence (AI) in Education Market Size by Type (2015-2020)
12.4 Central & South America Artificial Intelligence (AI) in Education Market Size by Application (2015-2020)
13 Key Players Profiles
13.1 Google
13.1.1 Google Company Details
13.1.2 Google Business Overview and Its Total Revenue
13.1.3 Google Artificial Intelligence (AI) in Education Introduction
13.1.4 Google Revenue in Artificial Intelligence (AI) in Education Business (2015-2020))
13.1.5 Google Recent Development
13.2 IBM
13.2.1 IBM Company Details
13.2.2 IBM Business Overview and Its Total Revenue
13.2.3 IBM Artificial Intelligence (AI) in Education Introduction
13.2.4 IBM Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
13.2.5 IBM Recent Development
13.3 Pearson
13.3.1 Pearson Company Details
13.3.2 Pearson Business Overview and Its Total Revenue
13.3.3 Pearson Artificial Intelligence (AI) in Education Introduction
13.3.4 Pearson Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
13.3.5 Pearson Recent Development
13.4 Microsoft
13.4.1 Microsoft Company Details
13.4.2 Microsoft Business Overview and Its Total Revenue
13.4.3 Microsoft Artificial Intelligence (AI) in Education Introduction
13.4.4 Microsoft Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
13.4.5 Microsoft Recent Development
13.5 AWS
13.5.1 AWS Company Details
13.5.2 AWS Business Overview and Its Total Revenue
13.5.3 AWS Artificial Intelligence (AI) in Education Introduction
13.5.4 AWS Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
13.5.5 AWS Recent Development
13.6 Nuance
13.6.1 Nuance Company Details
13.6.2 Nuance Business Overview and Its Total Revenue
13.6.3 Nuance Artificial Intelligence (AI) in Education Introduction
13.6.4 Nuance Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
13.6.5 Nuance Recent Development
13.7 Cognizant
13.7.1 Cognizant Company Details
13.7.2 Cognizant Business Overview and Its Total Revenue
13.7.3 Cognizant Artificial Intelligence (AI) in Education Introduction
13.7.4 Cognizant Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
13.7.5 Cognizant Recent Development
13.8 Metacog
13.8.1 Metacog Company Details
13.8.2 Metacog Business Overview and Its Total Revenue
13.8.3 Metacog Artificial Intelligence (AI) in Education Introduction
13.8.4 Metacog Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
13.8.5 Metacog Recent Development
13.9 Quantum Adaptive Learning
13.9.1 Quantum Adaptive Learning Company Details
13.9.2 Quantum Adaptive Learning Business Overview and Its Total Revenue
13.9.3 Quantum Adaptive Learning Artificial Intelligence (AI) in Education Introduction
13.9.4 Quantum Adaptive Learning Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
13.9.5 Quantum Adaptive Learning Recent Development
13.10 Querium
13.10.1 Querium Company Details
13.10.2 Querium Business Overview and Its Total Revenue
13.10.3 Querium Artificial Intelligence (AI) in Education Introduction
13.10.4 Querium Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
13.10.5 Querium Recent Development
13.11 Third Space Learning
10.11.1 Third Space Learning Company Details
10.11.2 Third Space Learning Business Overview and Its Total Revenue
10.11.3 Third Space Learning Artificial Intelligence (AI) in Education Introduction
10.11.4 Third Space Learning Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.11.5 Third Space Learning Recent Development
13.12 Aleks
10.12.1 Aleks Company Details
10.12.2 Aleks Business Overview and Its Total Revenue
10.12.3 Aleks Artificial Intelligence (AI) in Education Introduction
10.12.4 Aleks Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.12.5 Aleks Recent Development
13.13 Blackboard
10.13.1 Blackboard Company Details
10.13.2 Blackboard Business Overview and Its Total Revenue
10.13.3 Blackboard Artificial Intelligence (AI) in Education Introduction
10.13.4 Blackboard Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.13.5 Blackboard Recent Development
13.14 BridgeU
10.14.1 BridgeU Company Details
10.14.2 BridgeU Business Overview and Its Total Revenue
10.14.3 BridgeU Artificial Intelligence (AI) in Education Introduction
10.14.4 BridgeU Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.14.5 BridgeU Recent Development
13.15 Carnegie Learning
10.15.1 Carnegie Learning Company Details
10.15.2 Carnegie Learning Business Overview and Its Total Revenue
10.15.3 Carnegie Learning Artificial Intelligence (AI) in Education Introduction
10.15.4 Carnegie Learning Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.15.5 Carnegie Learning Recent Development
13.16 Century
10.16.1 Century Company Details
10.16.2 Century Business Overview and Its Total Revenue
10.16.3 Century Artificial Intelligence (AI) in Education Introduction
10.16.4 Century Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.16.5 Century Recent Development
13.17 Cognii
10.17.1 Cognii Company Details
10.17.2 Cognii Business Overview and Its Total Revenue
10.17.3 Cognii Artificial Intelligence (AI) in Education Introduction
10.17.4 Cognii Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.17.5 Cognii Recent Development
13.18 DreamBox Learning
10.18.1 DreamBox Learning Company Details
10.18.2 DreamBox Learning Business Overview and Its Total Revenue
10.18.3 DreamBox Learning Artificial Intelligence (AI) in Education Introduction
10.18.4 DreamBox Learning Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.18.5 DreamBox Learning Recent Development
13.19 Elemental Path
10.19.1 Elemental Path Company Details
10.19.2 Elemental Path Business Overview and Its Total Revenue
10.19.3 Elemental Path Artificial Intelligence (AI) in Education Introduction
10.19.4 Elemental Path Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.19.5 Elemental Path Recent Development
13.20 Fishtree
10.20.1 Fishtree Company Details
10.20.2 Fishtree Business Overview and Its Total Revenue
10.20.3 Fishtree Artificial Intelligence (AI) in Education Introduction
10.20.4 Fishtree Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.20.5 Fishtree Recent Development
13.21 Jellynote
10.21.1 Jellynote Company Details
10.21.2 Jellynote Business Overview and Its Total Revenue
10.21.3 Jellynote Artificial Intelligence (AI) in Education Introduction
10.21.4 Jellynote Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.21.5 Jellynote Recent Development
13.22 Jenzabar
10.22.1 Jenzabar Company Details
10.22.2 Jenzabar Business Overview and Its Total Revenue
10.22.3 Jenzabar Artificial Intelligence (AI) in Education Introduction
10.22.4 Jenzabar Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.22.5 Jenzabar Recent Development
13.23 Knewton
10.23.1 Knewton Company Details
10.23.2 Knewton Business Overview and Its Total Revenue
10.23.3 Knewton Artificial Intelligence (AI) in Education Introduction
10.23.4 Knewton Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.23.5 Knewton Recent Development
13.24 Luilishuo
10.24.1 Luilishuo Company Details
10.24.2 Luilishuo Business Overview and Its Total Revenue
10.24.3 Luilishuo Artificial Intelligence (AI) in Education Introduction
10.24.4 Luilishuo Revenue in Artificial Intelligence (AI) in Education Business (2015-2020)
10.24.5 Luilishuo Recent Development
14 Analyst's Viewpoints/Conclusions
15 Appendix
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.2 Data Source
15.2 Disclaimer
15.3 Author Details
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List of Tables
 
    Table 1. Artificial Intelligence (AI) in Education Key Market Segments
    Table 2. Key Players Covered: Ranking by Artificial Intelligence (AI) in Education Revenue
    Table 3. Ranking of Global Top Artificial Intelligence (AI) in Education Manufacturers by Revenue (US$ Million) in 2019
    Table 4. Global Artificial Intelligence (AI) in Education Market Size Growth Rate by Type (US$ Million): 2020 VS 2026
    Table 5. Key Players of Machine Learning and Deep Learning
    Table 6. Key Players of Natural Language Processing
    Table 7. Global Artificial Intelligence (AI) in Education Market Size Growth by Application (US$ Million): 2020 VS 2026
    Table 8. Global Artificial Intelligence (AI) in Education Market Size by Regions (US$ Million): 2020 VS 2026
    Table 9. Global Artificial Intelligence (AI) in Education Market Size by Regions (2015-2020) (US$ Million)
    Table 10. Global Artificial Intelligence (AI) in Education Market Share by Regions (2015-2020)
    Table 11. Global Artificial Intelligence (AI) in Education Forecasted Market Size by Regions (2021-2026) (US$ Million)
    Table 12. Global Artificial Intelligence (AI) 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. Artificial Intelligence (AI) in Education Market Growth Strategy
    Table 17. Main Points Interviewed from Key Artificial Intelligence (AI) in Education Players
    Table 18. Global Artificial Intelligence (AI) in Education Revenue by Players (2015-2020) (Million US$)
    Table 19. Global Artificial Intelligence (AI) in Education Market Share by Players (2015-2020)
    Table 20. Global Top Artificial Intelligence (AI) in Education Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Artificial Intelligence (AI) in Education as of 2019)
    Table 21. Global Artificial Intelligence (AI) in Education by Players Market Concentration Ratio (CR5 and HHI)
    Table 22. Key Players Headquarters and Area Served
    Table 23. Key Players Artificial Intelligence (AI) in Education Product Solution and Service
    Table 24. Date of Enter into Artificial Intelligence (AI) in Education Market
    Table 25. Mergers & Acquisitions, Expansion Plans
    Table 26. Global Artificial Intelligence (AI) in Education Market Size by Type (2015-2020) (Million US$)
    Table 27. Global Artificial Intelligence (AI) in Education Market Size Share by Type (2015-2020)
    Table 28. Global Artificial Intelligence (AI) in Education Revenue Market Share by Type (2021-2026)
    Table 29. Global Artificial Intelligence (AI) in Education Market Size Share by Application (2015-2020)
    Table 30. Global Artificial Intelligence (AI) in Education Market Size by Application (2015-2020) (Million US$)
    Table 31. Global Artificial Intelligence (AI) in Education Market Size Share by Application (2021-2026)
    Table 32. North America Key Players Artificial Intelligence (AI) in Education Revenue (2019-2020) (Million US$)
    Table 33. North America Key Players Artificial Intelligence (AI) in Education Market Share (2019-2020)
    Table 34. North America Artificial Intelligence (AI) in Education Market Size by Type (2015-2020) (Million US$)
    Table 35. North America Artificial Intelligence (AI) in Education Market Share by Type (2015-2020)
    Table 36. North America Artificial Intelligence (AI) in Education Market Size by Application (2015-2020) (Million US$)
    Table 37. North America Artificial Intelligence (AI) in Education Market Share by Application (2015-2020)
    Table 38. Europe Key Players Artificial Intelligence (AI) in Education Revenue (2019-2020) (Million US$)
    Table 39. Europe Key Players Artificial Intelligence (AI) in Education Market Share (2019-2020)
    Table 40. Europe Artificial Intelligence (AI) in Education Market Size by Type (2015-2020) (Million US$)
    Table 41. Europe Artificial Intelligence (AI) in Education Market Share by Type (2015-2020)
    Table 42. Europe Artificial Intelligence (AI) in Education Market Size by Application (2015-2020) (Million US$)
    Table 43. Europe Artificial Intelligence (AI) in Education Market Share by Application (2015-2020)
    Table 44. China Key Players Artificial Intelligence (AI) in Education Revenue (2019-2020) (Million US$)
    Table 45. China Key Players Artificial Intelligence (AI) in Education Market Share (2019-2020)
    Table 46. China Artificial Intelligence (AI) in Education Market Size by Type (2015-2020) (Million US$)
    Table 47. China Artificial Intelligence (AI) in Education Market Share by Type (2015-2020)
    Table 48. China Artificial Intelligence (AI) in Education Market Size by Application (2015-2020) (Million US$)
    Table 49. China Artificial Intelligence (AI) in Education Market Share by Application (2015-2020)
    Table 50. Japan Key Players Artificial Intelligence (AI) in Education Revenue (2019-2020) (Million US$)
    Table 51. Japan Key Players Artificial Intelligence (AI) in Education Market Share (2019-2020)
    Table 52. Japan Artificial Intelligence (AI) in Education Market Size by Type (2015-2020) (Million US$)
    Table 53. Japan Artificial Intelligence (AI) in Education Market Share by Type (2015-2020)
    Table 54. Japan Artificial Intelligence (AI) in Education Market Size by Application (2015-2020) (Million US$)
    Table 55. Japan Artificial Intelligence (AI) in Education Market Share by Application (2015-2020)
    Table 56. Southeast Asia Key Players Artificial Intelligence (AI) in Education Revenue (2019-2020) (Million US$)
    Table 57. Southeast Asia Key Players Artificial Intelligence (AI) in Education Market Share (2019-2020)
    Table 58. Southeast Asia Artificial Intelligence (AI) in Education Market Size by Type (2015-2020) (Million US$)
    Table 59. Southeast Asia Artificial Intelligence (AI) in Education Market Share by Type (2015-2020)
    Table 60. Southeast Asia Artificial Intelligence (AI) in Education Market Size by Application (2015-2020) (Million US$)
    Table 61. Southeast Asia Artificial Intelligence (AI) in Education Market Share by Application (2015-2020)
    Table 62. India Key Players Artificial Intelligence (AI) in Education Revenue (2019-2020) (Million US$)
    Table 63. India Key Players Artificial Intelligence (AI) in Education Market Share (2019-2020)
    Table 64. India Artificial Intelligence (AI) in Education Market Size by Type (2015-2020) (Million US$)
    Table 65. India Artificial Intelligence (AI) in Education Market Share by Type (2015-2020)
    Table 66. India Artificial Intelligence (AI) in Education Market Size by Application (2015-2020) (Million US$)
    Table 67. India Artificial Intelligence (AI) in Education Market Share by Application (2015-2020)
    Table 68. Central & South America Key Players Artificial Intelligence (AI) in Education Revenue (2019-2020) (Million US$)
    Table 69. Central & South America Key Players Artificial Intelligence (AI) in Education Market Share (2019-2020)
    Table 70. Central & South America Artificial Intelligence (AI) in Education Market Size by Type (2015-2020) (Million US$)
    Table 71. Central & South America Artificial Intelligence (AI) in Education Market Share by Type (2015-2020)
    Table 72. Central & South America Artificial Intelligence (AI) in Education Market Size by Application (2015-2020) (Million US$)
    Table 73. Central & South America Artificial Intelligence (AI) in Education Market Share by Application (2015-2020)
    Table 74. Google Company Details
    Table 75. Google Business Overview
    Table 76. Google Product
    Table 77. Google Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 78. Google Recent Development
    Table 79. IBM Company Details
    Table 80. IBM Business Overview
    Table 81. IBM Product
    Table 82. IBM Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 83. IBM Recent Development
    Table 84. Pearson Company Details
    Table 85. Pearson Business Overview
    Table 86. Pearson Product
    Table 87. Pearson Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 88. Pearson Recent Development
    Table 89. Microsoft Company Details
    Table 90. Microsoft Business Overview
    Table 91. Microsoft Product
    Table 92. Microsoft Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 93. Microsoft Recent Development
    Table 94. AWS Company Details
    Table 95. AWS Business Overview
    Table 96. AWS Product
    Table 97. AWS Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 98. AWS Recent Development
    Table 99. Nuance Company Details
    Table 100. Nuance Business Overview
    Table 101. Nuance Product
    Table 102. Nuance Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 103. Nuance Recent Development
    Table 104. Cognizant Company Details
    Table 105. Cognizant Business Overview
    Table 106. Cognizant Product
    Table 107. Cognizant Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 108. Cognizant Recent Development
    Table 109. Metacog Business Overview
    Table 110. Metacog Product
    Table 111. Metacog Company Details
    Table 112. Metacog Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 113. Metacog Recent Development
    Table 114. Quantum Adaptive Learning Company Details
    Table 115. Quantum Adaptive Learning Business Overview
    Table 116. Quantum Adaptive Learning Product
    Table 117. Quantum Adaptive Learning Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 118. Quantum Adaptive Learning Recent Development
    Table 119. Querium Company Details
    Table 120. Querium Business Overview
    Table 121. Querium Product
    Table 122. Querium Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 123. Querium Recent Development
    Table 124. Third Space Learning Company Details
    Table 125. Third Space Learning Business Overview
    Table 126. Third Space Learning Product
    Table 127. Third Space Learning Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 128. Third Space Learning Recent Development
    Table 129. Aleks Company Details
    Table 130. Aleks Business Overview
    Table 131. Aleks Product
    Table 132. Aleks Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 133. Aleks Recent Development
    Table 134. Blackboard Company Details
    Table 135. Blackboard Business Overview
    Table 136. Blackboard Product
    Table 137. Blackboard Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 138. Blackboard Recent Development
    Table 139. BridgeU Company Details
    Table 140. BridgeU Business Overview
    Table 141. BridgeU Product
    Table 142. BridgeU Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 143. BridgeU Recent Development
    Table 144. Carnegie Learning Company Details
    Table 145. Carnegie Learning Business Overview
    Table 146. Carnegie Learning Product
    Table 147. Carnegie Learning Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 148. Carnegie Learning Recent Development
    Table 149. Century Company Details
    Table 150. Century Business Overview
    Table 151. Century Product
    Table 152. Century Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 153. Century Recent Development
    Table 154. Cognii Company Details
    Table 155. Cognii Business Overview
    Table 156. Cognii Product
    Table 157. Cognii Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 158. Cognii Recent Development
    Table 159. DreamBox Learning Company Details
    Table 160. DreamBox Learning Business Overview
    Table 161. DreamBox Learning Product
    Table 162. DreamBox Learning Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 163. DreamBox Learning Recent Development
    Table 164. Elemental Path Company Details
    Table 165. Elemental Path Business Overview
    Table 166. Elemental Path Product
    Table 167. Elemental Path Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 168. Elemental Path Recent Development
    Table 169. Fishtree Company Details
    Table 170. Fishtree Business Overview
    Table 171. Fishtree Product
    Table 172. Fishtree Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 173. Fishtree Recent Development
    Table 174. Jellynote Company Details
    Table 175. Jellynote Business Overview
    Table 176. Jellynote Product
    Table 177. Jellynote Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 178. Jellynote Recent Development
    Table 179. Jenzabar Company Details
    Table 180. Jenzabar Business Overview
    Table 181. Jenzabar Product
    Table 182. Jenzabar Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 183. Jenzabar Recent Development
    Table 184. Knewton Company Details
    Table 185. Knewton Business Overview
    Table 186. Knewton Product
    Table 187. Knewton Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 188. Knewton Recent Development
    Table 189. Luilishuo Company Details
    Table 190. Luilishuo Business Overview
    Table 191. Luilishuo Product
    Table 192. Luilishuo Revenue in Artificial Intelligence (AI) in Education Business (2015-2020) (Million US$)
    Table 193. Luilishuo Recent Development
    Table 194. Research Programs/Design for This Report
    Table 195. Key Data Information from Secondary Sources
    Table 196. Key Data Information from Primary Sources
List of Figures
    Figure 1. Global Artificial Intelligence (AI) in Education Market Share by Type: 2020 VS 2026
    Figure 2. Machine Learning and Deep Learning Features
    Figure 3. Natural Language Processing Features
    Figure 4. Global Artificial Intelligence (AI) in Education Market Share by Application: 2020 VS 2026
    Figure 5. Virtual Facilitators and Learning Environments Case Studies
    Figure 6. Intelligent Tutoring Systems Case Studies
    Figure 7. Content Delivery Systems Case Studies
    Figure 8. Fraud and Risk Management Case Studies
    Figure 9. Artificial Intelligence (AI) in Education Report Years Considered
    Figure 10. Global Artificial Intelligence (AI) in Education Market Size YoY Growth 2015-2026 (US$ Million)
    Figure 11. Global Artificial Intelligence (AI) in Education Market Share by Regions: 2020 VS 2026
    Figure 12. Global Artificial Intelligence (AI) in Education Market Share by Regions (2021-2026)
    Figure 13. Porter's Five Forces Analysis
    Figure 14. Global Artificial Intelligence (AI) in Education Market Share by Players in 2019
    Figure 15. Global Top Artificial Intelligence (AI) in Education Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Artificial Intelligence (AI) in Education as of 2019
    Figure 16. The Top 10 and 5 Players Market Share by Artificial Intelligence (AI) in Education Revenue in 2019
    Figure 17. North America Artificial Intelligence (AI) in Education Market Size YoY Growth (2015-2020) (Million US$)
    Figure 18. Europe Artificial Intelligence (AI) in Education Market Size YoY Growth (2015-2020) (Million US$)
    Figure 19. China Artificial Intelligence (AI) in Education Market Size YoY Growth (2015-2020) (Million US$)
    Figure 20. Japan Artificial Intelligence (AI) in Education Market Size YoY Growth (2015-2020) (Million US$)
    Figure 21. Southeast Asia Artificial Intelligence (AI) in Education Market Size YoY Growth (2015-2020) (Million US$)
    Figure 22. India Artificial Intelligence (AI) in Education Market Size YoY Growth (2015-2020) (Million US$)
    Figure 23. Central & South America Artificial Intelligence (AI) in Education Market Size YoY Growth (2015-2020) (Million US$)
    Figure 24. Google Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 25. Google Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 26. IBM Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 27. IBM Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 28. Pearson Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 29. Pearson Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 30. Microsoft Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 31. Microsoft Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 32. AWS Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 33. AWS Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 34. Nuance Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 35. Nuance Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 36. Cognizant Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 37. Cognizant Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 38. Metacog Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 39. Metacog Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 40. Quantum Adaptive Learning Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 41. Quantum Adaptive Learning Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 42. Querium Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 43. Querium Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 44. Third Space Learning Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 45. Third Space Learning Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 46. Aleks Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 47. Aleks Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 48. Blackboard Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 49. Blackboard Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 50. BridgeU Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 51. BridgeU Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 52. Carnegie Learning Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 53. Carnegie Learning Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 54. Century Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 55. Century Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 56. Cognii Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 57. Cognii Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 58. DreamBox Learning Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 59. DreamBox Learning Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 60. Elemental Path Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 61. Elemental Path Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 62. Fishtree Total Revenue (US$ Million): 2019 Compared with 2018
    Figure 63. Fishtree Revenue Growth Rate in Artificial Intelligence (AI) in Education Business (2015-2020)
    Figure 64. Bottom-up and Top-down Approaches for This Report
    Figure 65. Data Triangulation
    Figure 66. Key Executives Interviewed
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