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.
This report aims to provide a comprehensive presentation of the global market for Machine Learning in Education, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Machine Learning in Education. This report contains market size and forecasts of Machine Learning in Education in global, including the following market information:
Global Machine Learning in Education Market Revenue, 2018-2023, 2024-2032, ($ millions)
Global top five companies in 2022 (%)
The global Machine Learning in Education market was valued at US$ million in 2022 and is projected to reach US$ million by 2029, at a CAGR of % during the forecast period. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.
The U.S. Market is Estimated at $ Million in 2022, While China is to reach $ Million.
Cloud-Based Segment to Reach $ Million by 2029, with a % CAGR in next six years.
The global key manufacturers of Machine Learning in Education include IBM, Microsoft, Google, Amazon, Cognizan, Pearson, Bridge-U, DreamBox Learning and Fishtree, etc. in 2022, the global top five players have a share approximately % in terms of revenue.
We surveyed the Machine Learning in Education companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.
Total Market by Segment:
Global Machine Learning in Education Market, by Type, 2018-2023, 2024-2032 ($ millions)
Global Machine Learning in Education Market Segment Percentages, by Type, 2022 (%)
Cloud-Based
On-Premise
Global Machine Learning in Education Market, by Application, 2018-2023, 2024-2032 ($ millions)
Global Machine Learning in Education Market Segment Percentages, by Application, 2022 (%)
Intelligent Tutoring Systems
Virtual Facilitators
Content Delivery Systems
Interactive Websites
Others
Global Machine Learning in Education Market, By Region and Country, 2018-2023, 2024-2032 ($ Millions)
Global Machine Learning in Education Market Segment Percentages, By Region and Country, 2022 (%)
North America
US
Canada
Mexico
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Benelux
Rest of Europe
Asia
China
Japan
South Korea
Southeast Asia
India
Rest of Asia
South America
Brazil
Argentina
Rest of South America
Middle East & Africa
Turkey
Israel
Saudi Arabia
UAE
Rest of Middle East & Africa
Competitor Analysis
The report also provides analysis of leading market participants including:
Key companies Machine Learning in Education revenues in global market, 2018-2023 (estimated), ($ millions)
Key companies Machine Learning in Education revenues share in global market, 2022 (%)
Further, the report presents profiles of competitors in the market, key players include:
IBM
Microsoft
Google
Amazon
Cognizan
Pearson
Bridge-U
DreamBox Learning
Fishtree
Jellynote
Quantum Adaptive Learning
Outline of Major Chapters:
Chapter 1: Introduces the definition of Machine Learning in Education, market overview.
Chapter 2: Global Machine Learning in Education market size in revenue.
Chapter 3: Detailed analysis of Machine Learning in Education company competitive landscape, revenue and market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by type, covering the market size 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 market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6: Sales of Machine Learning in Education in regional level and country 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 of each country in the world.
Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 8: The main points and conclusions of the report.
TABLE OF CONTENTS
1 Introduction to Research & Analysis Reports
1.1 Machine Learning in Education Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global Machine Learning in Education Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
1.5.1 Research Methodology
1.5.2 Research Process
1.5.3 Base Year
1.5.4 Report Assumptions & Caveats
2 Global Machine Learning in Education Overall Market Size
2.1 Global Machine Learning in Education Market Size: 2022 VS 2032
2.2 Global Machine Learning in Education Market Size, Prospects & Forecasts: 2018-2032
2.3 Key Market Trends, Opportunity, Drivers and Restraints
2.3.1 Market Opportunities & Trends
2.3.2 Market Drivers
2.3.3 Market Restraints
3 Company Landscape
3.1 Top Machine Learning in Education Players in Global Market
3.2 Top Global Machine Learning in Education Companies Ranked by Revenue
3.3 Global Machine Learning in Education Revenue by Companies
3.4 Top 3 and Top 5 Machine Learning in Education Companies in Global Market, by Revenue in 2022
3.5 Global Companies Machine Learning in Education Product Type
3.6 Tier 1, Tier 2 and Tier 3 Machine Learning in Education Players in Global Market
3.6.1 List of Global Tier 1 Machine Learning in Education Companies
3.6.2 List of Global Tier 2 and Tier 3 Machine Learning in Education Companies
4 Market Sights by Product
4.1 Overview
4.1.1 By Type - Global Machine Learning in Education Market Size Markets, 2022 & 2032
4.1.2 Cloud-Based
4.1.3 On-Premise
4.2 By Type - Global Machine Learning in Education Revenue & Forecasts
4.2.1 By Type - Global Machine Learning in Education Revenue, 2018-2023
4.2.2 By Type - Global Machine Learning in Education Revenue, 2024-2032
4.2.3 By Type - Global Machine Learning in Education Revenue Market Share, 2018-2032
5 Sights by Application
5.1 Overview
5.1.1 By Application - Global Machine Learning in Education Market Size, 2022 & 2032
5.1.2 Intelligent Tutoring Systems
5.1.3 Virtual Facilitators
5.1.4 Content Delivery Systems
5.1.5 Interactive Websites
5.1.6 Others
5.2 By Application - Global Machine Learning in Education Revenue & Forecasts
5.2.1 By Application - Global Machine Learning in Education Revenue, 2018-2023
5.2.2 By Application - Global Machine Learning in Education Revenue, 2024-2032
5.2.3 By Application - Global Machine Learning in Education Revenue Market Share, 2018-2032
6 Sights by Region
6.1 By Region - Global Machine Learning in Education Market Size, 2022 & 2032
6.2 By Region - Global Machine Learning in Education Revenue & Forecasts
6.2.1 By Region - Global Machine Learning in Education Revenue, 2018-2023
6.2.2 By Region - Global Machine Learning in Education Revenue, 2024-2032
6.2.3 By Region - Global Machine Learning in Education Revenue Market Share, 2018-2032
6.3 North America
6.3.1 By Country - North America Machine Learning in Education Revenue, 2018-2032
6.3.2 US Machine Learning in Education Market Size, 2018-2032
6.3.3 Canada Machine Learning in Education Market Size, 2018-2032
6.3.4 Mexico Machine Learning in Education Market Size, 2018-2032
6.4 Europe
6.4.1 By Country - Europe Machine Learning in Education Revenue, 2018-2032
6.4.2 Germany Machine Learning in Education Market Size, 2018-2032
6.4.3 France Machine Learning in Education Market Size, 2018-2032
6.4.4 U.K. Machine Learning in Education Market Size, 2018-2032
6.4.5 Italy Machine Learning in Education Market Size, 2018-2032
6.4.6 Russia Machine Learning in Education Market Size, 2018-2032
6.4.7 Nordic Countries Machine Learning in Education Market Size, 2018-2032
6.4.8 Benelux Machine Learning in Education Market Size, 2018-2032
6.5 Asia
6.5.1 By Region - Asia Machine Learning in Education Revenue, 2018-2032
6.5.2 China Machine Learning in Education Market Size, 2018-2032
6.5.3 Japan Machine Learning in Education Market Size, 2018-2032
6.5.4 South Korea Machine Learning in Education Market Size, 2018-2032
6.5.5 Southeast Asia Machine Learning in Education Market Size, 2018-2032
6.5.6 India Machine Learning in Education Market Size, 2018-2032
6.6 South America
6.6.1 By Country - South America Machine Learning in Education Revenue, 2018-2032
6.6.2 Brazil Machine Learning in Education Market Size, 2018-2032
6.6.3 Argentina Machine Learning in Education Market Size, 2018-2032
6.7 Middle East & Africa
6.7.1 By Country - Middle East & Africa Machine Learning in Education Revenue, 2018-2032
6.7.2 Turkey Machine Learning in Education Market Size, 2018-2032
6.7.3 Israel Machine Learning in Education Market Size, 2018-2032
6.7.4 Saudi Arabia Machine Learning in Education Market Size, 2018-2032
6.7.5 UAE Machine Learning in Education Market Size, 2018-2032
7 Machine Learning in Education Companies Profiles
7.1 IBM
7.1.1 IBM Company Summary
7.1.2 IBM Business Overview
7.1.3 IBM Machine Learning in Education Major Product Offerings
7.1.4 IBM Machine Learning in Education Revenue in Global Market (2018-2023)
7.1.5 IBM Key News & Latest Developments
7.2 Microsoft
7.2.1 Microsoft Company Summary
7.2.2 Microsoft Business Overview
7.2.3 Microsoft Machine Learning in Education Major Product Offerings
7.2.4 Microsoft Machine Learning in Education Revenue in Global Market (2018-2023)
7.2.5 Microsoft Key News & Latest Developments
7.3 Google
7.3.1 Google Company Summary
7.3.2 Google Business Overview
7.3.3 Google Machine Learning in Education Major Product Offerings
7.3.4 Google Machine Learning in Education Revenue in Global Market (2018-2023)
7.3.5 Google Key News & Latest Developments
7.4 Amazon
7.4.1 Amazon Company Summary
7.4.2 Amazon Business Overview
7.4.3 Amazon Machine Learning in Education Major Product Offerings
7.4.4 Amazon Machine Learning in Education Revenue in Global Market (2018-2023)
7.4.5 Amazon Key News & Latest Developments
7.5 Cognizan
7.5.1 Cognizan Company Summary
7.5.2 Cognizan Business Overview
7.5.3 Cognizan Machine Learning in Education Major Product Offerings
7.5.4 Cognizan Machine Learning in Education Revenue in Global Market (2018-2023)
7.5.5 Cognizan Key News & Latest Developments
7.6 Pearson
7.6.1 Pearson Company Summary
7.6.2 Pearson Business Overview
7.6.3 Pearson Machine Learning in Education Major Product Offerings
7.6.4 Pearson Machine Learning in Education Revenue in Global Market (2018-2023)
7.6.5 Pearson Key News & Latest Developments
7.7 Bridge-U
7.7.1 Bridge-U Company Summary
7.7.2 Bridge-U Business Overview
7.7.3 Bridge-U Machine Learning in Education Major Product Offerings
7.7.4 Bridge-U Machine Learning in Education Revenue in Global Market (2018-2023)
7.7.5 Bridge-U Key News & Latest Developments
7.8 DreamBox Learning
7.8.1 DreamBox Learning Company Summary
7.8.2 DreamBox Learning Business Overview
7.8.3 DreamBox Learning Machine Learning in Education Major Product Offerings
7.8.4 DreamBox Learning Machine Learning in Education Revenue in Global Market (2018-2023)
7.8.5 DreamBox Learning Key News & Latest Developments
7.9 Fishtree
7.9.1 Fishtree Company Summary
7.9.2 Fishtree Business Overview
7.9.3 Fishtree Machine Learning in Education Major Product Offerings
7.9.4 Fishtree Machine Learning in Education Revenue in Global Market (2018-2023)
7.9.5 Fishtree Key News & Latest Developments
7.10 Jellynote
7.10.1 Jellynote Company Summary
7.10.2 Jellynote Business Overview
7.10.3 Jellynote Machine Learning in Education Major Product Offerings
7.10.4 Jellynote Machine Learning in Education Revenue in Global Market (2018-2023)
7.10.5 Jellynote Key News & Latest Developments
7.11 Quantum Adaptive Learning
7.11.1 Quantum Adaptive Learning Company Summary
7.11.2 Quantum Adaptive Learning Business Overview
7.11.3 Quantum Adaptive Learning Machine Learning in Education Major Product Offerings
7.11.4 Quantum Adaptive Learning Machine Learning in Education Revenue in Global Market (2018-2023)
7.11.5 Quantum Adaptive Learning Key News & Latest Developments
8 Conclusion
9 Appendix
9.1 Note
9.2 Examples of Clients
9.3 Disclaimer
LIST OF TABLES & FIGURES
List of Tables
Table 1. Machine Learning in Education Market Opportunities & Trends in Global Market
Table 2. Machine Learning in Education Market Drivers in Global Market
Table 3. Machine Learning in Education Market Restraints in Global Market
Table 4. Key Players of Machine Learning in Education in Global Market
Table 5. Top Machine Learning in Education Players in Global Market, Ranking by Revenue (2022)
Table 6. Global Machine Learning in Education Revenue by Companies, (US$, Mn), 2018-2023
Table 7. Global Machine Learning in Education Revenue Share by Companies, 2018-2023
Table 8. Global Companies Machine Learning in Education Product Type
Table 9. List of Global Tier 1 Machine Learning in Education Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Machine Learning in Education Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 11. By Type ? Global Machine Learning in Education Revenue, (US$, Mn), 2022 & 2032
Table 12. By Type - Machine Learning in Education Revenue in Global (US$, Mn), 2018-2023
Table 13. By Type - Machine Learning in Education Revenue in Global (US$, Mn), 2024-2032
Table 14. By Application ? Global Machine Learning in Education Revenue, (US$, Mn), 2022 & 2032
Table 15. By Application - Machine Learning in Education Revenue in Global (US$, Mn), 2018-2023
Table 16. By Application - Machine Learning in Education Revenue in Global (US$, Mn), 2024-2032
Table 17. By Region ? Global Machine Learning in Education Revenue, (US$, Mn), 2022 & 2032
Table 18. By Region - Global Machine Learning in Education Revenue (US$, Mn), 2018-2023
Table 19. By Region - Global Machine Learning in Education Revenue (US$, Mn), 2024-2032
Table 20. By Country - North America Machine Learning in Education Revenue, (US$, Mn), 2018-2023
Table 21. By Country - North America Machine Learning in Education Revenue, (US$, Mn), 2024-2032
Table 22. By Country - Europe Machine Learning in Education Revenue, (US$, Mn), 2018-2023
Table 23. By Country - Europe Machine Learning in Education Revenue, (US$, Mn), 2024-2032
Table 24. By Region - Asia Machine Learning in Education Revenue, (US$, Mn), 2018-2023
Table 25. By Region - Asia Machine Learning in Education Revenue, (US$, Mn), 2024-2032
Table 26. By Country - South America Machine Learning in Education Revenue, (US$, Mn), 2018-2023
Table 27. By Country - South America Machine Learning in Education Revenue, (US$, Mn), 2024-2032
Table 28. By Country - Middle East & Africa Machine Learning in Education Revenue, (US$, Mn), 2018-2023
Table 29. By Country - Middle East & Africa Machine Learning in Education Revenue, (US$, Mn), 2024-2032
Table 30. IBM Company Summary
Table 31. IBM Machine Learning in Education Product Offerings
Table 32. IBM Machine Learning in Education Revenue (US$, Mn) & (2018-2023)
Table 33. IBM Key News & Latest Developments
Table 34. Microsoft Company Summary
Table 35. Microsoft Machine Learning in Education Product Offerings
Table 36. Microsoft Machine Learning in Education Revenue (US$, Mn) & (2018-2023)
Table 37. Microsoft Key News & Latest Developments
Table 38. Google Company Summary
Table 39. Google Machine Learning in Education Product Offerings
Table 40. Google Machine Learning in Education Revenue (US$, Mn) & (2018-2023)
Table 41. Google Key News & Latest Developments
Table 42. Amazon Company Summary
Table 43. Amazon Machine Learning in Education Product Offerings
Table 44. Amazon Machine Learning in Education Revenue (US$, Mn) & (2018-2023)
Table 45. Amazon Key News & Latest Developments
Table 46. Cognizan Company Summary
Table 47. Cognizan Machine Learning in Education Product Offerings
Table 48. Cognizan Machine Learning in Education Revenue (US$, Mn) & (2018-2023)
Table 49. Cognizan Key News & Latest Developments
Table 50. Pearson Company Summary
Table 51. Pearson Machine Learning in Education Product Offerings
Table 52. Pearson Machine Learning in Education Revenue (US$, Mn) & (2018-2023)
Table 53. Pearson Key News & Latest Developments
Table 54. Bridge-U Company Summary
Table 55. Bridge-U Machine Learning in Education Product Offerings
Table 56. Bridge-U Machine Learning in Education Revenue (US$, Mn) & (2018-2023)
Table 57. Bridge-U Key News & Latest Developments
Table 58. DreamBox Learning Company Summary
Table 59. DreamBox Learning Machine Learning in Education Product Offerings
Table 60. DreamBox Learning Machine Learning in Education Revenue (US$, Mn) & (2018-2023)
Table 61. DreamBox Learning Key News & Latest Developments
Table 62. Fishtree Company Summary
Table 63. Fishtree Machine Learning in Education Product Offerings
Table 64. Fishtree Machine Learning in Education Revenue (US$, Mn) & (2018-2023)
Table 65. Fishtree Key News & Latest Developments
Table 66. Jellynote Company Summary
Table 67. Jellynote Machine Learning in Education Product Offerings
Table 68. Jellynote Machine Learning in Education Revenue (US$, Mn) & (2018-2023)
Table 69. Jellynote Key News & Latest Developments
Table 70. Quantum Adaptive Learning Company Summary
Table 71. Quantum Adaptive Learning Machine Learning in Education Product Offerings
Table 72. Quantum Adaptive Learning Machine Learning in Education Revenue (US$, Mn) & (2018-2023)
Table 73. Quantum Adaptive Learning Key News & Latest Developments
List of Figures
Figure 1. Machine Learning in Education Segment by Type in 2022
Figure 2. Machine Learning in Education Segment by Application in 2022
Figure 3. Global Machine Learning in Education Market Overview: 2022
Figure 4. Key Caveats
Figure 5. Global Machine Learning in Education Market Size: 2022 VS 2032 (US$, Mn)
Figure 6. Global Machine Learning in Education Revenue, 2018-2032 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Machine Learning in Education Revenue in 2022
Figure 8. By Type - Global Machine Learning in Education Revenue Market Share, 2018-2032
Figure 9. By Application - Global Machine Learning in Education Revenue Market Share, 2018-2032
Figure 10. By Type - Global Machine Learning in Education Revenue, (US$, Mn), 2022 & 2032
Figure 11. By Type - Global Machine Learning in Education Revenue Market Share, 2018-2032
Figure 12. By Application - Global Machine Learning in Education Revenue, (US$, Mn), 2022 & 2032
Figure 13. By Application - Global Machine Learning in Education Revenue Market Share, 2018-2032
Figure 14. By Region - Global Machine Learning in Education Revenue Market Share, 2018-2032
Figure 15. By Country - North America Machine Learning in Education Revenue Market Share, 2018-2032
Figure 16. US Machine Learning in Education Revenue, (US$, Mn), 2018-2032
Figure 17. Canada Machine Learning in Education Revenue, (US$, Mn), 2018-2032
Figure 18. Mexico Machine Learning in Education Revenue, (US$, Mn), 2018-2032
Figure 19. By Country - Europe Machine Learning in Education Revenue Market Share, 2018-2032
Figure 20. Germany Machine Learning in Education Revenue, (US$, Mn), 2018-2032
Figure 21. France Machine Learning in Education Revenue, (US$, Mn), 2018-2032
Figure 22. U.K. Machine Learning in Education Revenue, (US$, Mn), 2018-2032
Figure 23. Italy Machine Learning in Education Revenue, (US$, Mn), 2018-2032
Figure 24. Russia Machine Learning in Education Revenue, (US$, Mn), 2018-2032
Figure 25. Nordic Countries Machine Learning in Education Revenue, (US$, Mn), 2018-2032
Figure 26. Benelux Machine Learning in Education Revenue, (US$, Mn), 2018-2032
Figure 27. By Region - Asia Machine Learning in Education Revenue Market Share, 2018-2032
Figure 28. China Machine Learning in Education Revenue, (US$, Mn), 2018-2032
Figure 29. Japan Machine Learning in Education Revenue, (US$, Mn), 2018-2032
Figure 30. South Korea Machine Learning in Education Revenue, (US$, Mn), 2018-2032
Figure 31. Southeast Asia Machine Learning in Education Revenue, (US$, Mn), 2018-2032
Figure 32. India Machine Learning in Education Revenue, (US$, Mn), 2018-2032
Figure 33. By Country - South America Machine Learning in Education Revenue Market Share, 2018-2032
Figure 34. Brazil Machine Learning in Education Revenue, (US$, Mn), 2018-2032
Figure 35. Argentina Machine Learning in Education Revenue, (US$, Mn), 2018-2032
Figure 36. By Country - Middle East & Africa Machine Learning in Education Revenue Market Share, 2018-2032
Figure 37. Turkey Machine Learning in Education Revenue, (US$, Mn), 2018-2032
Figure 38. Israel Machine Learning in Education Revenue, (US$, Mn), 2018-2032
Figure 39. Saudi Arabia Machine Learning in Education Revenue, (US$, Mn), 2018-2032
Figure 40. UAE Machine Learning in Education Revenue, (US$, Mn), 2018-2032
Figure 41. IBM Machine Learning in Education Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 42. Microsoft Machine Learning in Education Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 43. Google Machine Learning in Education Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 44. Amazon Machine Learning in Education Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 45. Cognizan Machine Learning in Education Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 46. Pearson Machine Learning in Education Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 47. Bridge-U Machine Learning in Education Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 48. DreamBox Learning Machine Learning in Education Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 49. Fishtree Machine Learning in Education Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 50. Jellynote Machine Learning in Education Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 51. Quantum Adaptive Learning Machine Learning in Education Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
