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Global Machine Learning in Education Market Insights, Forecast to 2030
Published Date: December 2024
|
Report Code: QYRE-Auto-14C2737
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Global Machine Learning in Education Market Insights Forecast to 2028
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Global Machine Learning in Education Market Insights, Forecast to 2030

Code: QYRE-Auto-14C2737
Report
December 2024
Pages:111
QYResearch
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DESCRIPTION
TABLE OF CONTENT
TABLES & FIGURES

Machine Learning in Education Market

Machine learning has the potential to support aspects of teaching and learning that are currently time consuming and difficult to manage, such as individual project work, collaboration, tutorials and self-directed learning.
Market Analysis and Insights: Global Machine Learning in Education Market
The global Machine Learning in Education market is projected to grow from US$ million in 2024 to US$ million by 2030, at a Compound Annual Growth Rate (CAGR) of % during the forecast period.
The US & Canada market for Machine Learning in Education is estimated to increase from $ million in 2024 to reach $ million by 2030, at a CAGR of % during the forecast period of 2025 through 2030.
The China market for Machine Learning in Education is estimated to increase from $ million in 2024 to reach $ million by 2030, at a CAGR of % during the forecast period of 2025 through 2030.
The Europe market for Machine Learning in Education is estimated to increase from $ million in 2024 to reach $ million by 2030, at a CAGR of % during the forecast period of 2025 through 2030.
The global key companies of Machine Learning in Education include IBM, Microsoft, Google, Amazon, Cognizan, Pearson, Bridge-U, DreamBox Learning and Fishtree, etc. In 2023, the global top five players had a share approximately % in terms of revenue.
Machine Learning in Education is widely used in various fields, such as Intelligent Tutoring Systems, Virtual Facilitators, Content Delivery Systems and Interactive Websites, etc. Intelligent Tutoring Systems provides greatest supports to the Machine Learning in Education industry development. In 2023, global % revenue of Machine Learning in Education went into Intelligent Tutoring Systems filed and the proportion will reach to % in 2030.
Report Covers:
This report presents an overview of global market for Machine Learning in Education market size. Analyses of the global market trends, with historic market revenue data for 2019 - 2023, estimates for 2024, and projections of CAGR through 2030.
This report researches the key producers of Machine Learning in Education, also provides the revenue of main regions and countries. Highlights of the upcoming market potential for Machine Learning in Education, and key regions/countries of focus to forecast this market into various segments and sub-segments. Country specific data and market value analysis for the U.S., Canada, Mexico, Brazil, China, Japan, South Korea, Southeast Asia, India, Germany, the U.K., Italy, Middle East, Africa, and Other Countries.
This report focuses on the Machine Learning in Education revenue, market share and industry ranking of main companies, data from 2019 to 2024. Identification of the major stakeholders in the global Machine Learning in Education market, and analysis of their competitive landscape and market positioning based on recent developments and segmental revenues. This report will help stakeholders to understand the competitive landscape and gain more insights and position their businesses and market strategies in a better way.
This report analyzes the segments data by Type and by Application, revenue, and growth rate, from 2019 to 2030. Evaluation and forecast the market size for Machine Learning in Education revenue, projected growth trends, production technology, application and end-user industry.
Market Segmentation

Scope of Machine Learning in Education Market Report

Report Metric Details
Report Name Machine Learning in Education Market
Segment by Type
  • Cloud-Based
  • On-Premise
Segment by Application
  • Intelligent Tutoring Systems
  • Virtual Facilitators
  • Content Delivery Systems
  • Interactive Websites
  • Others
By Region
  • North America (United States, Canada)
  • Europe (Germany, France, UK, Italy, Russia) Rest of Europe
  • Nordic Countries
  • Asia-Pacific (China, Japan, South Korea)
  • Southeast Asia (India, Australia)
  • Rest of Asia
  • Latin America (Mexico, Brazil)
  • Rest of Latin America
  • Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of MEA)
By Company IBM, Microsoft, Google, Amazon, Cognizan, Pearson, Bridge-U, DreamBox Learning, Fishtree, Jellynote, Quantum Adaptive Learning
Forecast units USD million in value
Report coverage Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

  • Chapter 1: Introduces the report scope of the report, executive summary of different market segments (product type, application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
  • Chapter 2: Revenue of Machine Learning in Education in global and regional level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world. This section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
  • Chapter 3: Detailed analysis of Machine Learning in Education companies’ competitive landscape, revenue, market share and industry ranking, latest development plan, merger, and acquisition information, etc.
  • Chapter 4: Provides the analysis of various market segments by Type, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different market segments.
  • Chapter 5: Provides the analysis of various market segments by Application, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
  • Chapter 6: North America (US & Canada) by Type, by Application and by country, revenue for each segment.
  • Chapter 7: Europe by Type, by Application and by country, revenue for each segment.
  • Chapter 8: China by Type, and by Application, revenue for each segment.
  • Chapter 9: Asia (excluding China) by Type, by Application and by region, revenue for each segment.
  • Chapter 10: Middle East, Africa, and Latin America by Type, by Application and by country, revenue for each segment.
  • Chapter 11: Provides profiles of key companies, introducing the basic situation of the main companies in the market in detail, including product descriptions and specifications, Machine Learning in Education revenue, gross margin, and recent development, etc.
  • Chapter 12: Analyst's Viewpoints/Conclusions

FAQ for this report

Who are the main players in the Machine Learning in Education Market report?

Ans: The main players in the Machine Learning in Education Market are IBM, Microsoft, Google, Amazon, Cognizan, Pearson, Bridge-U, DreamBox Learning, Fishtree, Jellynote, Quantum Adaptive Learning

What are the Application segmentation covered in the Machine Learning in Education Market report?

Ans: The Applications covered in the Machine Learning in Education Market report are Intelligent Tutoring Systems, Virtual Facilitators, Content Delivery Systems, Interactive Websites, Others

What are the Type segmentation covered in the Machine Learning in Education Market report?

Ans: The Types covered in the Machine Learning in Education Market report are Cloud-Based, On-Premise

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1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Machine Learning in Education Market Size Growth Rate by Type, 2019 VS 2023 VS 2030
1.2.2 Cloud-Based
1.2.3 On-Premise
1.3 Market by Application
1.3.1 Global Machine Learning in Education Market Size Growth Rate by Application, 2019 VS 2023 VS 2030
1.3.2 Intelligent Tutoring Systems
1.3.3 Virtual Facilitators
1.3.4 Content Delivery Systems
1.3.5 Interactive Websites
1.3.6 Others
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global Machine Learning in Education Market Perspective (2019-2030)
2.2 Global Machine Learning in Education Growth Trends by Region
2.2.1 Machine Learning in Education Market Size by Region: 2019 VS 2023 VS 2030
2.2.2 Machine Learning in Education Historic Market Size by Region (2019-2024)
2.2.3 Machine Learning in Education Forecasted Market Size by Region (2025-2030)
2.3 Machine Learning in Education Market Dynamics
2.3.1 Machine Learning in Education Industry Trends
2.3.2 Machine Learning in Education Market Drivers
2.3.3 Machine Learning in Education Market Challenges
2.3.4 Machine Learning in Education Market Restraints
3 Competition Landscape by Key Players
3.1 Global Revenue Machine Learning in Education by Players
3.1.1 Global Machine Learning in Education Revenue by Players (2019-2024)
3.1.2 Global Machine Learning in Education Revenue Market Share by Players (2019-2024)
3.2 Global Machine Learning in Education Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players of Machine Learning in Education, Ranking by Revenue, 2022 VS 2023 VS 2024
3.4 Global Machine Learning in Education Market Concentration Ratio
3.4.1 Global Machine Learning in Education Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Machine Learning in Education Revenue in 2023
3.5 Global Key Players of Machine Learning in Education Head office and Area Served
3.6 Global Key Players of Machine Learning in Education, Product and Application
3.7 Global Key Players of Machine Learning in Education, Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 Machine Learning in Education Breakdown Data by Type
4.1 Global Machine Learning in Education Historic Market Size by Type (2019-2024)
4.2 Global Machine Learning in Education Forecasted Market Size by Type (2025-2030)
5 Machine Learning in Education Breakdown Data by Application
5.1 Global Machine Learning in Education Historic Market Size by Application (2019-2024)
5.2 Global Machine Learning in Education Forecasted Market Size by Application (2025-2030)
6 North America
6.1 North America Machine Learning in Education Market Size (2019-2030)
6.2 North America Machine Learning in Education Market Size by Type
6.2.1 North America Machine Learning in Education Market Size by Type (2019-2024)
6.2.2 North America Machine Learning in Education Market Size by Type (2025-2030)
6.2.3 North America Machine Learning in Education Market Share by Type (2019-2030)
6.3 North America Machine Learning in Education Market Size by Application
6.3.1 North America Machine Learning in Education Market Size by Application (2019-2024)
6.3.2 North America Machine Learning in Education Market Size by Application (2025-2030)
6.3.3 North America Machine Learning in Education Market Share by Application (2019-2030)
6.4 North America Machine Learning in Education Market Size by Country
6.4.1 North America Machine Learning in Education Market Size by Country: 2019 VS 2023 VS 2030
6.4.2 North America Machine Learning in Education Market Size by Country (2019-2024)
6.4.3 North America Machine Learning in Education Market Size by Country (2025-2030)
6.4.4 U.S.
6.4.5 Canada
7 Europe
7.1 Europe Machine Learning in Education Market Size (2019-2030)
7.2 Europe Machine Learning in Education Market Size by Type
7.2.1 Europe Machine Learning in Education Market Size by Type (2019-2024)
7.2.2 Europe Machine Learning in Education Market Size by Type (2025-2030)
7.2.3 Europe Machine Learning in Education Market Share by Type (2019-2030)
7.3 Europe Machine Learning in Education Market Size by Application
7.3.1 Europe Machine Learning in Education Market Size by Application (2019-2024)
7.3.2 Europe Machine Learning in Education Market Size by Application (2025-2030)
7.3.3 Europe Machine Learning in Education Market Share by Application (2019-2030)
7.4 Europe Machine Learning in Education Market Size by Country
7.4.1 Europe Machine Learning in Education Market Size by Country: 2019 VS 2023 VS 2030
7.4.2 Europe Machine Learning in Education Market Size by Country (2019-2024)
7.4.3 Europe Machine Learning in Education Market Size by Country (2025-2030)
7.4.3 Germany
7.4.4 France
7.4.5 U.K.
7.4.6 Italy
7.4.7 Russia
7.4.8 Nordic Countries
8 China
8.1 China Machine Learning in Education Market Size (2019-2030)
8.2 China Machine Learning in Education Market Size by Type
8.2.1 China Machine Learning in Education Market Size by Type (2019-2024)
8.2.2 China Machine Learning in Education Market Size by Type (2025-2030)
8.2.3 China Machine Learning in Education Market Share by Type (2019-2030)
8.3 China Machine Learning in Education Market Size by Application
8.3.1 China Machine Learning in Education Market Size by Application (2019-2024)
8.3.2 China Machine Learning in Education Market Size by Application (2025-2030)
8.3.3 China Machine Learning in Education Market Share by Application (2019-2030)
9 Asia (excluding China)
9.1 Asia Machine Learning in Education Market Size (2019-2030)
9.2 Asia Machine Learning in Education Market Size by Type
9.2.1 Asia Machine Learning in Education Market Size by Type (2019-2024)
9.2.2 Asia Machine Learning in Education Market Size by Type (2025-2030)
9.2.3 Asia Machine Learning in Education Market Share by Type (2019-2030)
9.3 Asia Machine Learning in Education Market Size by Application
9.3.1 Asia Machine Learning in Education Market Size by Application (2019-2024)
9.3.2 Asia Machine Learning in Education Market Size by Application (2025-2030)
9.3.3 Asia Machine Learning in Education Market Share by Application (2019-2030)
9.4 Asia Machine Learning in Education Market Size by Region
9.4.1 Asia Machine Learning in Education Market Size by Region: 2019 VS 2023 VS 2030
9.4.2 Asia Machine Learning in Education Market Size by Region (2019-2024)
9.4.3 Asia Machine Learning in Education Market Size by Region (2025-2030)
9.4.4 Japan
9.4.5 South Korea
9.4.6 China Taiwan
9.4.7 Southeast Asia
9.4.8 India
9.4.9 Australia
10 Middle East, Africa, and Latin America
10.1 Middle East, Africa, and Latin America Machine Learning in Education Market Size (2019-2030)
10.2 Middle East, Africa, and Latin America Machine Learning in Education Market Size by Type
10.2.1 Middle East, Africa, and Latin America Machine Learning in Education Market Size by Type (2019-2024)
10.2.2 Middle East, Africa, and Latin America Machine Learning in Education Market Size by Type (2025-2030)
10.2.3 Middle East, Africa, and Latin America Machine Learning in Education Market Share by Type (2019-2030)
10.3 Middle East, Africa, and Latin America Machine Learning in Education Market Size by Application
10.3.1 Middle East, Africa, and Latin America Machine Learning in Education Market Size by Application (2019-2024)
10.3.2 Middle East, Africa, and Latin America Machine Learning in Education Market Size by Application (2025-2030)
10.3.3 Middle East, Africa, and Latin America Machine Learning in Education Market Share by Application (2019-2030)
10.4 Middle East, Africa, and Latin America Machine Learning in Education Market Size by Country
10.4.1 Middle East, Africa, and Latin America Machine Learning in Education Market Size by Country: 2019 VS 2023 VS 2030
10.4.2 Middle East, Africa, and Latin America Machine Learning in Education Market Size by Country (2019-2024)
10.4.3 Middle East, Africa, and Latin America Machine Learning in Education Market Size by Country (2025-2030)
10.4.4 Brazil
10.4.5 Mexico
10.4.6 Turkey
10.4.7 Saudi Arabia
10.4.8 Israel
10.4.9 GCC Countries
11 Key Players Profiles
11.1 IBM
11.1.1 IBM Company Details
11.1.2 IBM Business Overview
11.1.3 IBM Machine Learning in Education Introduction
11.1.4 IBM Revenue in Machine Learning in Education Business (2019-2024)
11.1.5 IBM Recent Developments
11.2 Microsoft
11.2.1 Microsoft Company Details
11.2.2 Microsoft Business Overview
11.2.3 Microsoft Machine Learning in Education Introduction
11.2.4 Microsoft Revenue in Machine Learning in Education Business (2019-2024)
11.2.5 Microsoft Recent Developments
11.3 Google
11.3.1 Google Company Details
11.3.2 Google Business Overview
11.3.3 Google Machine Learning in Education Introduction
11.3.4 Google Revenue in Machine Learning in Education Business (2019-2024)
11.3.5 Google Recent Developments
11.4 Amazon
11.4.1 Amazon Company Details
11.4.2 Amazon Business Overview
11.4.3 Amazon Machine Learning in Education Introduction
11.4.4 Amazon Revenue in Machine Learning in Education Business (2019-2024)
11.4.5 Amazon Recent Developments
11.5 Cognizan
11.5.1 Cognizan Company Details
11.5.2 Cognizan Business Overview
11.5.3 Cognizan Machine Learning in Education Introduction
11.5.4 Cognizan Revenue in Machine Learning in Education Business (2019-2024)
11.5.5 Cognizan Recent Developments
11.6 Pearson
11.6.1 Pearson Company Details
11.6.2 Pearson Business Overview
11.6.3 Pearson Machine Learning in Education Introduction
11.6.4 Pearson Revenue in Machine Learning in Education Business (2019-2024)
11.6.5 Pearson Recent Developments
11.7 Bridge-U
11.7.1 Bridge-U Company Details
11.7.2 Bridge-U Business Overview
11.7.3 Bridge-U Machine Learning in Education Introduction
11.7.4 Bridge-U Revenue in Machine Learning in Education Business (2019-2024)
11.7.5 Bridge-U Recent Developments
11.8 DreamBox Learning
11.8.1 DreamBox Learning Company Details
11.8.2 DreamBox Learning Business Overview
11.8.3 DreamBox Learning Machine Learning in Education Introduction
11.8.4 DreamBox Learning Revenue in Machine Learning in Education Business (2019-2024)
11.8.5 DreamBox Learning Recent Developments
11.9 Fishtree
11.9.1 Fishtree Company Details
11.9.2 Fishtree Business Overview
11.9.3 Fishtree Machine Learning in Education Introduction
11.9.4 Fishtree Revenue in Machine Learning in Education Business (2019-2024)
11.9.5 Fishtree Recent Developments
11.10 Jellynote
11.10.1 Jellynote Company Details
11.10.2 Jellynote Business Overview
11.10.3 Jellynote Machine Learning in Education Introduction
11.10.4 Jellynote Revenue in Machine Learning in Education Business (2019-2024)
11.10.5 Jellynote Recent Developments
11.11 Quantum Adaptive Learning
11.11.1 Quantum Adaptive Learning Company Details
11.11.2 Quantum Adaptive Learning Business Overview
11.11.3 Quantum Adaptive Learning Machine Learning in Education Introduction
11.11.4 Quantum Adaptive Learning Revenue in Machine Learning in Education Business (2019-2024)
11.11.5 Quantum Adaptive Learning Recent Developments
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Disclaimer
13.3 Author Details
List of Tables
    Table 1. Global Machine Learning in Education Market Size Growth Rate by Type (US$ Million), 2019 VS 2023 VS 2030
    Table 2. Key Players of Cloud-Based
    Table 3. Key Players of On-Premise
    Table 4. Global Machine Learning in Education Market Size Growth Rate by Application (US$ Million), 2019 VS 2023 VS 2030
    Table 5. Global Machine Learning in Education Market Size Growth Rate (CAGR) by Region (US$ Million): 2019 VS 2023 VS 2030
    Table 6. Global Machine Learning in Education Market Size by Region (2019-2024) & (US$ Million)
    Table 7. Global Machine Learning in Education Market Share by Region (2019-2024)
    Table 8. Global Machine Learning in Education Forecasted Market Size by Region (2025-2030) & (US$ Million)
    Table 9. Global Machine Learning in Education Market Share by Region (2025-2030)
    Table 10. Machine Learning in Education Market Trends
    Table 11. Machine Learning in Education Market Drivers
    Table 12. Machine Learning in Education Market Challenges
    Table 13. Machine Learning in Education Market Restraints
    Table 14. Global Machine Learning in Education Revenue by Players (2019-2024) & (US$ Million)
    Table 15. Global Machine Learning in Education Revenue Share by Players (2019-2024)
    Table 16. Global Top Machine Learning in Education by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning in Education as of 2023)
    Table 17. Global Machine Learning in Education Industry Ranking 2022 VS 2023 VS 2024
    Table 18. Global 5 Largest Players Market Share by Machine Learning in Education Revenue (CR5 and HHI) & (2019-2024)
    Table 19. Global Key Players of Machine Learning in Education, Headquarters and Area Served
    Table 20. Global Key Players of Machine Learning in Education, Product and Application
    Table 21. Global Key Players of Machine Learning in Education, Product and Application
    Table 22. Mergers & Acquisitions, Expansion Plans
    Table 23. Global Machine Learning in Education Market Size by Type (2019-2024) & (US$ Million)
    Table 24. Global Machine Learning in Education Revenue Market Share by Type (2019-2024)
    Table 25. Global Machine Learning in Education Forecasted Market Size by Type (2025-2030) & (US$ Million)
    Table 26. Global Machine Learning in Education Revenue Market Share by Type (2025-2030)
    Table 27. Global Machine Learning in Education Market Size by Application (2019-2024) & (US$ Million)
    Table 28. Global Machine Learning in Education Revenue Share by Application (2019-2024)
    Table 29. Global Machine Learning in Education Forecasted Market Size by Application (2025-2030) & (US$ Million)
    Table 30. Global Machine Learning in Education Revenue Share by Application (2025-2030)
    Table 31. North America Machine Learning in Education Market Size by Type (2019-2024) & (US$ Million)
    Table 32. North America Machine Learning in Education Market Size by Type (2025-2030) & (US$ Million)
    Table 33. North America Machine Learning in Education Market Size by Application (2019-2024) & (US$ Million)
    Table 34. North America Machine Learning in Education Market Size by Application (2025-2030) & (US$ Million)
    Table 35. North America Machine Learning in Education Growth Rate (CAGR) by Country (US$ Million): 2019 VS 2023 VS 2030
    Table 36. North America Machine Learning in Education Market Size by Country (2019-2024) & (US$ Million)
    Table 37. North America Machine Learning in Education Market Size by Country (2025-2030) & (US$ Million)
    Table 38. Europe Machine Learning in Education Market Size by Type (2019-2024) & (US$ Million)
    Table 39. Europe Machine Learning in Education Market Size by Type (2025-2030) & (US$ Million)
    Table 40. Europe Machine Learning in Education Market Size by Application (2019-2024) & (US$ Million)
    Table 41. Europe Machine Learning in Education Market Size by Application (2025-2030) & (US$ Million)
    Table 42. Europe Machine Learning in Education Growth Rate (CAGR) by Country (US$ Million): 2019 VS 2023 VS 2030
    Table 43. Europe Machine Learning in Education Market Size by Country (2019-2024) & (US$ Million)
    Table 44. Europe Machine Learning in Education Market Size by Country (2025-2030) & (US$ Million)
    Table 45. China Machine Learning in Education Market Size by Type (2019-2024) & (US$ Million)
    Table 46. China Machine Learning in Education Market Size by Type (2025-2030) & (US$ Million)
    Table 47. China Machine Learning in Education Market Size by Application (2019-2024) & (US$ Million)
    Table 48. China Machine Learning in Education Market Size by Application (2025-2030) & (US$ Million)
    Table 49. Asia Machine Learning in Education Market Size by Type (2019-2024) & (US$ Million)
    Table 50. Asia Machine Learning in Education Market Size by Type (2025-2030) & (US$ Million)
    Table 51. Asia Machine Learning in Education Market Size by Application (2019-2024) & (US$ Million)
    Table 52. Asia Machine Learning in Education Market Size by Application (2025-2030) & (US$ Million)
    Table 53. Asia Machine Learning in Education Growth Rate (CAGR) by Region (US$ Million): 2019 VS 2023 VS 2030
    Table 54. Asia Machine Learning in Education Market Size by Region (2019-2024) & (US$ Million)
    Table 55. Asia Machine Learning in Education Market Size by Region (2025-2030) & (US$ Million)
    Table 56. Middle East, Africa, and Latin America Machine Learning in Education Market Size by Type (2019-2024) & (US$ Million)
    Table 57. Middle East, Africa, and Latin America Machine Learning in Education Market Size by Type (2025-2030) & (US$ Million)
    Table 58. Middle East, Africa, and Latin America Machine Learning in Education Market Size by Application (2019-2024) & (US$ Million)
    Table 59. Middle East, Africa, and Latin America Machine Learning in Education Market Size by Application (2025-2030) & (US$ Million)
    Table 60. Middle East, Africa, and Latin America Machine Learning in Education Growth Rate (CAGR) by Country (US$ Million): 2019 VS 2023 VS 2030
    Table 61. Middle East, Africa, and Latin America Machine Learning in Education Market Size by Country (2019-2024) & (US$ Million)
    Table 62. Middle East, Africa, and Latin America Machine Learning in Education Market Size by Country (2025-2030) & (US$ Million)
    Table 63. IBM Company Details
    Table 64. IBM Business Overview
    Table 65. IBM Machine Learning in Education Product
    Table 66. IBM Revenue in Machine Learning in Education Business (2019-2024) & (US$ Million)
    Table 67. IBM Recent Developments
    Table 68. Microsoft Company Details
    Table 69. Microsoft Business Overview
    Table 70. Microsoft Machine Learning in Education Product
    Table 71. Microsoft Revenue in Machine Learning in Education Business (2019-2024) & (US$ Million)
    Table 72. Microsoft Recent Developments
    Table 73. Google Company Details
    Table 74. Google Business Overview
    Table 75. Google Machine Learning in Education Product
    Table 76. Google Revenue in Machine Learning in Education Business (2019-2024) & (US$ Million)
    Table 77. Google Recent Developments
    Table 78. Amazon Company Details
    Table 79. Amazon Business Overview
    Table 80. Amazon Machine Learning in Education Product
    Table 81. Amazon Revenue in Machine Learning in Education Business (2019-2024) & (US$ Million)
    Table 82. Amazon Recent Developments
    Table 83. Cognizan Company Details
    Table 84. Cognizan Business Overview
    Table 85. Cognizan Machine Learning in Education Product
    Table 86. Cognizan Revenue in Machine Learning in Education Business (2019-2024) & (US$ Million)
    Table 87. Cognizan Recent Developments
    Table 88. Pearson Company Details
    Table 89. Pearson Business Overview
    Table 90. Pearson Machine Learning in Education Product
    Table 91. Pearson Revenue in Machine Learning in Education Business (2019-2024) & (US$ Million)
    Table 92. Pearson Recent Developments
    Table 93. Bridge-U Company Details
    Table 94. Bridge-U Business Overview
    Table 95. Bridge-U Machine Learning in Education Product
    Table 96. Bridge-U Revenue in Machine Learning in Education Business (2019-2024) & (US$ Million)
    Table 97. Bridge-U Recent Developments
    Table 98. DreamBox Learning Company Details
    Table 99. DreamBox Learning Business Overview
    Table 100. DreamBox Learning Machine Learning in Education Product
    Table 101. DreamBox Learning Revenue in Machine Learning in Education Business (2019-2024) & (US$ Million)
    Table 102. DreamBox Learning Recent Developments
    Table 103. Fishtree Company Details
    Table 104. Fishtree Business Overview
    Table 105. Fishtree Machine Learning in Education Product
    Table 106. Fishtree Revenue in Machine Learning in Education Business (2019-2024) & (US$ Million)
    Table 107. Fishtree Recent Developments
    Table 108. Jellynote Company Details
    Table 109. Jellynote Business Overview
    Table 110. Jellynote Machine Learning in Education Product
    Table 111. Jellynote Revenue in Machine Learning in Education Business (2019-2024) & (US$ Million)
    Table 112. Jellynote Recent Developments
    Table 113. Quantum Adaptive Learning Company Details
    Table 114. Quantum Adaptive Learning Business Overview
    Table 115. Quantum Adaptive Learning Machine Learning in Education Product
    Table 116. Quantum Adaptive Learning Revenue in Machine Learning in Education Business (2019-2024) & (US$ Million)
    Table 117. Quantum Adaptive Learning Recent Developments
    Table 118. Research Programs/Design for This Report
    Table 119. Key Data Information from Secondary Sources
    Table 120. Key Data Information from Primary Sources
List of Figures
    Figure 1. Global Machine Learning in Education Market Size Growth Rate by Type, 2019 VS 2023 VS 2030 (US$ Million)
    Figure 2. Global Machine Learning in Education Market Share by Type: 2023 VS 2030
    Figure 3. Cloud-Based Features
    Figure 4. On-Premise Features
    Figure 5. Global Machine Learning in Education Market Size Growth Rate by Application, 2019 VS 2023 VS 2030 (US$ Million)
    Figure 6. Global Machine Learning in Education Market Share by Application: 2023 VS 2030
    Figure 7. Intelligent Tutoring Systems Case Studies
    Figure 8. Virtual Facilitators Case Studies
    Figure 9. Content Delivery Systems Case Studies
    Figure 10. Interactive Websites Case Studies
    Figure 11. Others Case Studies
    Figure 12. Machine Learning in Education Report Years Considered
    Figure 13. Global Machine Learning in Education Market Size (US$ Million), Year-over-Year: 2019-2030
    Figure 14. Global Machine Learning in Education Market Size, (US$ Million), 2019 VS 2023 VS 2030
    Figure 15. Global Machine Learning in Education Market Share by Region: 2023 VS 2030
    Figure 16. Global Machine Learning in Education Market Share by Players in 2023
    Figure 17. Global Top Machine Learning in Education Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning in Education as of 2023)
    Figure 18. The Top 10 and 5 Players Market Share by Machine Learning in Education Revenue in 2023
    Figure 19. North America Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 20. North America Machine Learning in Education Market Share by Type (2019-2030)
    Figure 21. North America Machine Learning in Education Market Share by Application (2019-2030)
    Figure 22. North America Machine Learning in Education Market Share by Country (2019-2030)
    Figure 23. United States Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 24. Canada Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 25. Europe Machine Learning in Education Market Size YoY (2019-2030) & (US$ Million)
    Figure 26. Europe Machine Learning in Education Market Share by Type (2019-2030)
    Figure 27. Europe Machine Learning in Education Market Share by Application (2019-2030)
    Figure 28. Europe Machine Learning in Education Market Share by Country (2019-2030)
    Figure 29. Germany Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 30. France Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 31. U.K. Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 32. Italy Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 33. Russia Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 34. Nordic Countries Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 35. China Machine Learning in Education Market Size YoY (2019-2030) & (US$ Million)
    Figure 36. China Machine Learning in Education Market Share by Type (2019-2030)
    Figure 37. China Machine Learning in Education Market Share by Application (2019-2030)
    Figure 38. Asia Machine Learning in Education Market Size YoY (2019-2030) & (US$ Million)
    Figure 39. Asia Machine Learning in Education Market Share by Type (2019-2030)
    Figure 40. Asia Machine Learning in Education Market Share by Application (2019-2030)
    Figure 41. Asia Machine Learning in Education Market Share by Region (2019-2030)
    Figure 42. Japan Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 43. South Korea Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 44. China Taiwan Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 45. Southeast Asia Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 46. India Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 47. Australia Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 48. Middle East, Africa, and Latin America Machine Learning in Education Market Size YoY (2019-2030) & (US$ Million)
    Figure 49. Middle East, Africa, and Latin America Machine Learning in Education Market Share by Type (2019-2030)
    Figure 50. Middle East, Africa, and Latin America Machine Learning in Education Market Share by Application (2019-2030)
    Figure 51. Middle East, Africa, and Latin America Machine Learning in Education Market Share by Country (2019-2030)
    Figure 52. Brazil Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 53. Mexico Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 54. Turkey Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 55. Saudi Arabia Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 56. Israel Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 57. GCC Countries Machine Learning in Education Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 58. IBM Revenue Growth Rate in Machine Learning in Education Business (2019-2024)
    Figure 59. Microsoft Revenue Growth Rate in Machine Learning in Education Business (2019-2024)
    Figure 60. Google Revenue Growth Rate in Machine Learning in Education Business (2019-2024)
    Figure 61. Amazon Revenue Growth Rate in Machine Learning in Education Business (2019-2024)
    Figure 62. Cognizan Revenue Growth Rate in Machine Learning in Education Business (2019-2024)
    Figure 63. Pearson Revenue Growth Rate in Machine Learning in Education Business (2019-2024)
    Figure 64. Bridge-U Revenue Growth Rate in Machine Learning in Education Business (2019-2024)
    Figure 65. DreamBox Learning Revenue Growth Rate in Machine Learning in Education Business (2019-2024)
    Figure 66. Fishtree Revenue Growth Rate in Machine Learning in Education Business (2019-2024)
    Figure 67. Jellynote Revenue Growth Rate in Machine Learning in Education Business (2019-2024)
    Figure 68. Quantum Adaptive Learning Revenue Growth Rate in Machine Learning in Education Business (2019-2024)
    Figure 69. Bottom-up and Top-down Approaches for This Report
    Figure 70. Data Triangulation
    Figure 71. Key Executives Interviewed
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