Global Artificial Intelligence (AI) in Higher Education Market 2023 by Company, Regions, Type and Application, Forecast to 2029

Description

With AI, students feel comfortable making the errors necessary for learning, which they would otherwise be hesitant to make in front of their human tutors and peers. AI solutions also provide students with immediate feedback required for improvement, driving the demand of AI in education sector.

According to our (Global Info Research) latest study, the global Artificial Intelligence (AI) in Higher Education market size was valued at USD million in 2022 and is forecast to a readjusted size of USD million by 2029 with a CAGR of % during review period. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.

This report is a detailed and comprehensive analysis for global Artificial Intelligence (AI) in Higher Education market. Both quantitative and qualitative analyses are presented by company, by region & country, by Type and by Application. As the market is constantly changing, this report explores the competition, supply and demand trends, as well as key factors that contribute to its changing demands across many markets. Company profiles and product examples of selected competitors, along with market share estimates of some of the selected leaders for the year 2023, are provided.

Key Features:
Global Artificial Intelligence (AI) in Higher Education market size and forecasts, in consumption value ($ Million), 2018-2029
Global Artificial Intelligence (AI) in Higher Education market size and forecasts by region and country, in consumption value ($ Million), 2018-2029
Global Artificial Intelligence (AI) in Higher Education market size and forecasts, by Type and by Application, in consumption value ($ Million), 2018-2029
Global Artificial Intelligence (AI) in Higher Education market shares of main players, in revenue ($ Million), 2018-2023
The Primary Objectives in This Report Are:
To determine the size of the total market opportunity of global and key countries
To assess the growth potential for Artificial Intelligence (AI) in Higher Education
To forecast future growth in each product and end-use market
To assess competitive factors affecting the marketplace
This report profiles key players in the global Artificial Intelligence (AI) in Higher Education market based on the following parameters - company overview, production, value, price, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include Amazon Web Services, Blackboard Inc, Blippar, Century Tech Limited and Cerevrum Inc., etc.

This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals, COVID-19 and Russia-Ukraine War Influence.

Market segmentation
Artificial Intelligence (AI) in Higher Education market is split by Type and by Application. For the period 2018-2029, the growth among segments provide accurate calculations and forecasts for consumption value by Type and by Application. This analysis can help you expand your business by targeting qualified niche markets.

Market segment by Type
    Machine Learning
    Deep Learning
    Natural Language Processing
    Others

Market segment by Application
    Learning Platforms & Virtual Facilitators
    Intelligent Tutoring System
    Smart Content
    Fraud & Risk Management
    Others

Market segment by players, this report covers
    Amazon Web Services
    Blackboard Inc
    Blippar
    Century Tech Limited
    Cerevrum Inc.
    CheckiO
    Pearson PLC
    TrueShelf
    Querium Corporation
    Knewton.
    Cognii Inc.
    Google Inc.
    Microsoft Corporation
    Nuance Communication Inc.
    IBM Corporation.
    Jenzabar Inc.
    Yuguan Information Technology LLC
    Pixatel Systems
    PleiQ Smart Toys SpA
    Quantum Adaptive Learning LLC

Market segment by regions, regional analysis covers
    North America (United States, Canada, and Mexico)
    Europe (Germany, France, UK, Russia, Italy, and Rest of Europe)
    Asia-Pacific (China, Japan, South Korea, India, Southeast Asia, Australia and Rest of Asia-Pacific)
    South America (Brazil, Argentina and Rest of South America)
    Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of Middle East & Africa)

The content of the study subjects, includes a total of 13 chapters:
Chapter 1, to describe Artificial Intelligence (AI) in Higher Education product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top players of Artificial Intelligence (AI) in Higher Education, with revenue, gross margin and global market share of Artificial Intelligence (AI) in Higher Education from 2018 to 2023.
Chapter 3, the Artificial Intelligence (AI) in Higher Education competitive situation, revenue and global market share of top players are analyzed emphatically by landscape contrast.
Chapter 4 and 5, to segment the market size by Type and application, with consumption value and growth rate by Type, application, from 2018 to 2029.
Chapter 6, 7, 8, 9, and 10, to break the market size data at the country level, with revenue and market share for key countries in the world, from 2018 to 2023.and Artificial Intelligence (AI) in Higher Education market forecast, by regions, type and application, with consumption value, from 2024 to 2029.
Chapter 11, market dynamics, drivers, restraints, trends, Porters Five Forces analysis, and Influence of COVID-19 and Russia-Ukraine War
Chapter 12, the key raw materials and key suppliers, and industry chain of Artificial Intelligence (AI) in Higher Education.
Chapter 13, to describe Artificial Intelligence (AI) in Higher Education research findings and conclusion.

Table of Contents

1 Market Overview
    1.1 Product Overview and Scope of Artificial Intelligence (AI) in Higher Education
    1.2 Market Estimation Caveats and Base Year
    1.3 Classification of Artificial Intelligence (AI) in Higher Education by Type
        1.3.1 Overview: Global Artificial Intelligence (AI) in Higher Education Market Size by Type: 2018 Versus 2022 Versus 2029
        1.3.2 Global Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type in 2022
        1.3.3 Machine Learning
        1.3.4 Deep Learning
        1.3.5 Natural Language Processing
        1.3.6 Others
    1.4 Global Artificial Intelligence (AI) in Higher Education Market by Application
        1.4.1 Overview: Global Artificial Intelligence (AI) in Higher Education Market Size by Application: 2018 Versus 2022 Versus 2029
        1.4.2 Learning Platforms & Virtual Facilitators
        1.4.3 Intelligent Tutoring System
        1.4.4 Smart Content
        1.4.5 Fraud & Risk Management
        1.4.6 Others
    1.5 Global Artificial Intelligence (AI) in Higher Education Market Size & Forecast
    1.6 Global Artificial Intelligence (AI) in Higher Education Market Size and Forecast by Region
        1.6.1 Global Artificial Intelligence (AI) in Higher Education Market Size by Region: 2018 VS 2022 VS 2029
        1.6.2 Global Artificial Intelligence (AI) in Higher Education Market Size by Region, (2018-2029)
        1.6.3 North America Artificial Intelligence (AI) in Higher Education Market Size and Prospect (2018-2029)
        1.6.4 Europe Artificial Intelligence (AI) in Higher Education Market Size and Prospect (2018-2029)
        1.6.5 Asia-Pacific Artificial Intelligence (AI) in Higher Education Market Size and Prospect (2018-2029)
        1.6.6 South America Artificial Intelligence (AI) in Higher Education Market Size and Prospect (2018-2029)
        1.6.7 Middle East and Africa Artificial Intelligence (AI) in Higher Education Market Size and Prospect (2018-2029)

2 Company Profiles
    2.1 Amazon Web Services
        2.1.1 Amazon Web Services Details
        2.1.2 Amazon Web Services Major Business
        2.1.3 Amazon Web Services Artificial Intelligence (AI) in Higher Education Product and Solutions
        2.1.4 Amazon Web Services Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
        2.1.5 Amazon Web Services Recent Developments and Future Plans
    2.2 Blackboard Inc
        2.2.1 Blackboard Inc Details
        2.2.2 Blackboard Inc Major Business
        2.2.3 Blackboard Inc Artificial Intelligence (AI) in Higher Education Product and Solutions
        2.2.4 Blackboard Inc Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
        2.2.5 Blackboard Inc Recent Developments and Future Plans
    2.3 Blippar
        2.3.1 Blippar Details
        2.3.2 Blippar Major Business
        2.3.3 Blippar Artificial Intelligence (AI) in Higher Education Product and Solutions
        2.3.4 Blippar Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
        2.3.5 Blippar Recent Developments and Future Plans
    2.4 Century Tech Limited
        2.4.1 Century Tech Limited Details
        2.4.2 Century Tech Limited Major Business
        2.4.3 Century Tech Limited Artificial Intelligence (AI) in Higher Education Product and Solutions
        2.4.4 Century Tech Limited Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
        2.4.5 Century Tech Limited Recent Developments and Future Plans
    2.5 Cerevrum Inc.
        2.5.1 Cerevrum Inc. Details
        2.5.2 Cerevrum Inc. Major Business
        2.5.3 Cerevrum Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
        2.5.4 Cerevrum Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
        2.5.5 Cerevrum Inc. Recent Developments and Future Plans
    2.6 CheckiO
        2.6.1 CheckiO Details
        2.6.2 CheckiO Major Business
        2.6.3 CheckiO Artificial Intelligence (AI) in Higher Education Product and Solutions
        2.6.4 CheckiO Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
        2.6.5 CheckiO Recent Developments and Future Plans
    2.7 Pearson PLC
        2.7.1 Pearson PLC Details
        2.7.2 Pearson PLC Major Business
        2.7.3 Pearson PLC Artificial Intelligence (AI) in Higher Education Product and Solutions
        2.7.4 Pearson PLC Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
        2.7.5 Pearson PLC Recent Developments and Future Plans
    2.8 TrueShelf
        2.8.1 TrueShelf Details
        2.8.2 TrueShelf Major Business
        2.8.3 TrueShelf Artificial Intelligence (AI) in Higher Education Product and Solutions
        2.8.4 TrueShelf Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
        2.8.5 TrueShelf Recent Developments and Future Plans
    2.9 Querium Corporation
        2.9.1 Querium Corporation Details
        2.9.2 Querium Corporation Major Business
        2.9.3 Querium Corporation Artificial Intelligence (AI) in Higher Education Product and Solutions
        2.9.4 Querium Corporation Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
        2.9.5 Querium Corporation Recent Developments and Future Plans
    2.10 Knewton.
        2.10.1 Knewton. Details
        2.10.2 Knewton. Major Business
        2.10.3 Knewton. Artificial Intelligence (AI) in Higher Education Product and Solutions
        2.10.4 Knewton. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
        2.10.5 Knewton. Recent Developments and Future Plans
    2.11 Cognii Inc.
        2.11.1 Cognii Inc. Details
        2.11.2 Cognii Inc. Major Business
        2.11.3 Cognii Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
        2.11.4 Cognii Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
        2.11.5 Cognii Inc. Recent Developments and Future Plans
    2.12 Google Inc.
        2.12.1 Google Inc. Details
        2.12.2 Google Inc. Major Business
        2.12.3 Google Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
        2.12.4 Google Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
        2.12.5 Google Inc. Recent Developments and Future Plans
    2.13 Microsoft Corporation
        2.13.1 Microsoft Corporation Details
        2.13.2 Microsoft Corporation Major Business
        2.13.3 Microsoft Corporation Artificial Intelligence (AI) in Higher Education Product and Solutions
        2.13.4 Microsoft Corporation Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
        2.13.5 Microsoft Corporation Recent Developments and Future Plans
    2.14 Nuance Communication Inc.
        2.14.1 Nuance Communication Inc. Details
        2.14.2 Nuance Communication Inc. Major Business
        2.14.3 Nuance Communication Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
        2.14.4 Nuance Communication Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
        2.14.5 Nuance Communication Inc. Recent Developments and Future Plans
    2.15 IBM Corporation.
        2.15.1 IBM Corporation. Details
        2.15.2 IBM Corporation. Major Business
        2.15.3 IBM Corporation. Artificial Intelligence (AI) in Higher Education Product and Solutions
        2.15.4 IBM Corporation. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
        2.15.5 IBM Corporation. Recent Developments and Future Plans
    2.16 Jenzabar Inc.
        2.16.1 Jenzabar Inc. Details
        2.16.2 Jenzabar Inc. Major Business
        2.16.3 Jenzabar Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
        2.16.4 Jenzabar Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
        2.16.5 Jenzabar Inc. Recent Developments and Future Plans
    2.17 Yuguan Information Technology LLC
        2.17.1 Yuguan Information Technology LLC Details
        2.17.2 Yuguan Information Technology LLC Major Business
        2.17.3 Yuguan Information Technology LLC Artificial Intelligence (AI) in Higher Education Product and Solutions
        2.17.4 Yuguan Information Technology LLC Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
        2.17.5 Yuguan Information Technology LLC Recent Developments and Future Plans
    2.18 Pixatel Systems
        2.18.1 Pixatel Systems Details
        2.18.2 Pixatel Systems Major Business
        2.18.3 Pixatel Systems Artificial Intelligence (AI) in Higher Education Product and Solutions
        2.18.4 Pixatel Systems Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
        2.18.5 Pixatel Systems Recent Developments and Future Plans
    2.19 PleiQ Smart Toys SpA
        2.19.1 PleiQ Smart Toys SpA Details
        2.19.2 PleiQ Smart Toys SpA Major Business
        2.19.3 PleiQ Smart Toys SpA Artificial Intelligence (AI) in Higher Education Product and Solutions
        2.19.4 PleiQ Smart Toys SpA Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
        2.19.5 PleiQ Smart Toys SpA Recent Developments and Future Plans
    2.20 Quantum Adaptive Learning LLC
        2.20.1 Quantum Adaptive Learning LLC Details
        2.20.2 Quantum Adaptive Learning LLC Major Business
        2.20.3 Quantum Adaptive Learning LLC Artificial Intelligence (AI) in Higher Education Product and Solutions
        2.20.4 Quantum Adaptive Learning LLC Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2018-2023)
        2.20.5 Quantum Adaptive Learning LLC Recent Developments and Future Plans

3 Market Competition, by Players
    3.1 Global Artificial Intelligence (AI) in Higher Education Revenue and Share by Players (2018-2023)
    3.2 Market Share Analysis (2022)
        3.2.1 Market Share of Artificial Intelligence (AI) in Higher Education by Company Revenue
        3.2.2 Top 3 Artificial Intelligence (AI) in Higher Education Players Market Share in 2022
        3.2.3 Top 6 Artificial Intelligence (AI) in Higher Education Players Market Share in 2022
    3.3 Artificial Intelligence (AI) in Higher Education Market: Overall Company Footprint Analysis
        3.3.1 Artificial Intelligence (AI) in Higher Education Market: Region Footprint
        3.3.2 Artificial Intelligence (AI) in Higher Education Market: Company Product Type Footprint
        3.3.3 Artificial Intelligence (AI) in Higher Education Market: Company Product Application Footprint
    3.4 New Market Entrants and Barriers to Market Entry
    3.5 Mergers, Acquisition, Agreements, and Collaborations

4 Market Size Segment by Type
    4.1 Global Artificial Intelligence (AI) in Higher Education Consumption Value and Market Share by Type (2018-2023)
    4.2 Global Artificial Intelligence (AI) in Higher Education Market Forecast by Type (2024-2029)

5 Market Size Segment by Application
    5.1 Global Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application (2018-2023)
    5.2 Global Artificial Intelligence (AI) in Higher Education Market Forecast by Application (2024-2029)

6 North America
    6.1 North America Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2018-2029)
    6.2 North America Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2018-2029)
    6.3 North America Artificial Intelligence (AI) in Higher Education Market Size by Country
        6.3.1 North America Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2018-2029)
        6.3.2 United States Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2018-2029)
        6.3.3 Canada Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2018-2029)
        6.3.4 Mexico Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2018-2029)

7 Europe
    7.1 Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2018-2029)
    7.2 Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2018-2029)
    7.3 Europe Artificial Intelligence (AI) in Higher Education Market Size by Country
        7.3.1 Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2018-2029)
        7.3.2 Germany Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2018-2029)
        7.3.3 France Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2018-2029)
        7.3.4 United Kingdom Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2018-2029)
        7.3.5 Russia Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2018-2029)
        7.3.6 Italy Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2018-2029)

8 Asia-Pacific
    8.1 Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2018-2029)
    8.2 Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2018-2029)
    8.3 Asia-Pacific Artificial Intelligence (AI) in Higher Education Market Size by Region
        8.3.1 Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Region (2018-2029)
        8.3.2 China Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2018-2029)
        8.3.3 Japan Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2018-2029)
        8.3.4 South Korea Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2018-2029)
        8.3.5 India Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2018-2029)
        8.3.6 Southeast Asia Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2018-2029)
        8.3.7 Australia Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2018-2029)

9 South America
    9.1 South America Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2018-2029)
    9.2 South America Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2018-2029)
    9.3 South America Artificial Intelligence (AI) in Higher Education Market Size by Country
        9.3.1 South America Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2018-2029)
        9.3.2 Brazil Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2018-2029)
        9.3.3 Argentina Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2018-2029)

10 Middle East & Africa
    10.1 Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2018-2029)
    10.2 Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2018-2029)
    10.3 Middle East & Africa Artificial Intelligence (AI) in Higher Education Market Size by Country
        10.3.1 Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2018-2029)
        10.3.2 Turkey Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2018-2029)
        10.3.3 Saudi Arabia Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2018-2029)
        10.3.4 UAE Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2018-2029)

11 Market Dynamics
    11.1 Artificial Intelligence (AI) in Higher Education Market Drivers
    11.2 Artificial Intelligence (AI) in Higher Education Market Restraints
    11.3 Artificial Intelligence (AI) in Higher Education Trends Analysis
    11.4 Porters Five Forces Analysis
        11.4.1 Threat of New Entrants
        11.4.2 Bargaining Power of Suppliers
        11.4.3 Bargaining Power of Buyers
        11.4.4 Threat of Substitutes
        11.4.5 Competitive Rivalry
    11.5 Influence of COVID-19 and Russia-Ukraine War
        11.5.1 Influence of COVID-19
        11.5.2 Influence of Russia-Ukraine War

12 Industry Chain Analysis
    12.1 Artificial Intelligence (AI) in Higher Education Industry Chain
    12.2 Artificial Intelligence (AI) in Higher Education Upstream Analysis
    12.3 Artificial Intelligence (AI) in Higher Education Midstream Analysis
    12.4 Artificial Intelligence (AI) in Higher Education Downstream Analysis

13 Research Findings and Conclusion

14 Appendix
    14.1 Methodology
    14.2 Research Process and Data Source
    14.3 Disclaimer

Table of Figures

List of Tables
    Table 1. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Type, (USD Million), 2018 & 2022 & 2029
    Table 2. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Application, (USD Million), 2018 & 2022 & 2029
    Table 3. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Region (2018-2023) & (USD Million)
    Table 4. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Region (2024-2029) & (USD Million)
    Table 5. Amazon Web Services Company Information, Head Office, and Major Competitors
    Table 6. Amazon Web Services Major Business
    Table 7. Amazon Web Services Artificial Intelligence (AI) in Higher Education Product and Solutions
    Table 8. Amazon Web Services Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2018-2023)
    Table 9. Amazon Web Services Recent Developments and Future Plans
    Table 10. Blackboard Inc Company Information, Head Office, and Major Competitors
    Table 11. Blackboard Inc Major Business
    Table 12. Blackboard Inc Artificial Intelligence (AI) in Higher Education Product and Solutions
    Table 13. Blackboard Inc Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2018-2023)
    Table 14. Blackboard Inc Recent Developments and Future Plans
    Table 15. Blippar Company Information, Head Office, and Major Competitors
    Table 16. Blippar Major Business
    Table 17. Blippar Artificial Intelligence (AI) in Higher Education Product and Solutions
    Table 18. Blippar Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2018-2023)
    Table 19. Blippar Recent Developments and Future Plans
    Table 20. Century Tech Limited Company Information, Head Office, and Major Competitors
    Table 21. Century Tech Limited Major Business
    Table 22. Century Tech Limited Artificial Intelligence (AI) in Higher Education Product and Solutions
    Table 23. Century Tech Limited Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2018-2023)
    Table 24. Century Tech Limited Recent Developments and Future Plans
    Table 25. Cerevrum Inc. Company Information, Head Office, and Major Competitors
    Table 26. Cerevrum Inc. Major Business
    Table 27. Cerevrum Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
    Table 28. Cerevrum Inc. Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2018-2023)
    Table 29. Cerevrum Inc. Recent Developments and Future Plans
    Table 30. CheckiO Company Information, Head Office, and Major Competitors
    Table 31. CheckiO Major Business
    Table 32. CheckiO Artificial Intelligence (AI) in Higher Education Product and Solutions
    Table 33. CheckiO Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2018-2023)
    Table 34. CheckiO Recent Developments and Future Plans
    Table 35. Pearson PLC Company Information, Head Office, and Major Competitors
    Table 36. Pearson PLC Major Business
    Table 37. Pearson PLC Artificial Intelligence (AI) in Higher Education Product and Solutions
    Table 38. Pearson PLC Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2018-2023)
    Table 39. Pearson PLC Recent Developments and Future Plans
    Table 40. TrueShelf Company Information, Head Office, and Major Competitors
    Table 41. TrueShelf Major Business
    Table 42. TrueShelf Artificial Intelligence (AI) in Higher Education Product and Solutions
    Table 43. TrueShelf Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2018-2023)
    Table 44. TrueShelf Recent Developments and Future Plans
    Table 45. Querium Corporation Company Information, Head Office, and Major Competitors
    Table 46. Querium Corporation Major Business
    Table 47. Querium Corporation Artificial Intelligence (AI) in Higher Education Product and Solutions
    Table 48. Querium Corporation Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2018-2023)
    Table 49. Querium Corporation Recent Developments and Future Plans
    Table 50. Knewton. Company Information, Head Office, and Major Competitors
    Table 51. Knewton. Major Business
    Table 52. Knewton. Artificial Intelligence (AI) in Higher Education Product and Solutions
    Table 53. Knewton. Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2018-2023)
    Table 54. Knewton. Recent Developments and Future Plans
    Table 55. Cognii Inc. Company Information, Head Office, and Major Competitors
    Table 56. Cognii Inc. Major Business
    Table 57. Cognii Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
    Table 58. Cognii Inc. Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2018-2023)
    Table 59. Cognii Inc. Recent Developments and Future Plans
    Table 60. Google Inc. Company Information, Head Office, and Major Competitors
    Table 61. Google Inc. Major Business
    Table 62. Google Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
    Table 63. Google Inc. Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2018-2023)
    Table 64. Google Inc. Recent Developments and Future Plans
    Table 65. Microsoft Corporation Company Information, Head Office, and Major Competitors
    Table 66. Microsoft Corporation Major Business
    Table 67. Microsoft Corporation Artificial Intelligence (AI) in Higher Education Product and Solutions
    Table 68. Microsoft Corporation Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2018-2023)
    Table 69. Microsoft Corporation Recent Developments and Future Plans
    Table 70. Nuance Communication Inc. Company Information, Head Office, and Major Competitors
    Table 71. Nuance Communication Inc. Major Business
    Table 72. Nuance Communication Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
    Table 73. Nuance Communication Inc. Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2018-2023)
    Table 74. Nuance Communication Inc. Recent Developments and Future Plans
    Table 75. IBM Corporation. Company Information, Head Office, and Major Competitors
    Table 76. IBM Corporation. Major Business
    Table 77. IBM Corporation. Artificial Intelligence (AI) in Higher Education Product and Solutions
    Table 78. IBM Corporation. Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2018-2023)
    Table 79. IBM Corporation. Recent Developments and Future Plans
    Table 80. Jenzabar Inc. Company Information, Head Office, and Major Competitors
    Table 81. Jenzabar Inc. Major Business
    Table 82. Jenzabar Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
    Table 83. Jenzabar Inc. Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2018-2023)
    Table 84. Jenzabar Inc. Recent Developments and Future Plans
    Table 85. Yuguan Information Technology LLC Company Information, Head Office, and Major Competitors
    Table 86. Yuguan Information Technology LLC Major Business
    Table 87. Yuguan Information Technology LLC Artificial Intelligence (AI) in Higher Education Product and Solutions
    Table 88. Yuguan Information Technology LLC Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2018-2023)
    Table 89. Yuguan Information Technology LLC Recent Developments and Future Plans
    Table 90. Pixatel Systems Company Information, Head Office, and Major Competitors
    Table 91. Pixatel Systems Major Business
    Table 92. Pixatel Systems Artificial Intelligence (AI) in Higher Education Product and Solutions
    Table 93. Pixatel Systems Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2018-2023)
    Table 94. Pixatel Systems Recent Developments and Future Plans
    Table 95. PleiQ Smart Toys SpA Company Information, Head Office, and Major Competitors
    Table 96. PleiQ Smart Toys SpA Major Business
    Table 97. PleiQ Smart Toys SpA Artificial Intelligence (AI) in Higher Education Product and Solutions
    Table 98. PleiQ Smart Toys SpA Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2018-2023)
    Table 99. PleiQ Smart Toys SpA Recent Developments and Future Plans
    Table 100. Quantum Adaptive Learning LLC Company Information, Head Office, and Major Competitors
    Table 101. Quantum Adaptive Learning LLC Major Business
    Table 102. Quantum Adaptive Learning LLC Artificial Intelligence (AI) in Higher Education Product and Solutions
    Table 103. Quantum Adaptive Learning LLC Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2018-2023)
    Table 104. Quantum Adaptive Learning LLC Recent Developments and Future Plans
    Table 105. Global Artificial Intelligence (AI) in Higher Education Revenue (USD Million) by Players (2018-2023)
    Table 106. Global Artificial Intelligence (AI) in Higher Education Revenue Share by Players (2018-2023)
    Table 107. Breakdown of Artificial Intelligence (AI) in Higher Education by Company Type (Tier 1, Tier 2, and Tier 3)
    Table 108. Market Position of Players in Artificial Intelligence (AI) in Higher Education, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2022
    Table 109. Head Office of Key Artificial Intelligence (AI) in Higher Education Players
    Table 110. Artificial Intelligence (AI) in Higher Education Market: Company Product Type Footprint
    Table 111. Artificial Intelligence (AI) in Higher Education Market: Company Product Application Footprint
    Table 112. Artificial Intelligence (AI) in Higher Education New Market Entrants and Barriers to Market Entry
    Table 113. Artificial Intelligence (AI) in Higher Education Mergers, Acquisition, Agreements, and Collaborations
    Table 114. Global Artificial Intelligence (AI) in Higher Education Consumption Value (USD Million) by Type (2018-2023)
    Table 115. Global Artificial Intelligence (AI) in Higher Education Consumption Value Share by Type (2018-2023)
    Table 116. Global Artificial Intelligence (AI) in Higher Education Consumption Value Forecast by Type (2024-2029)
    Table 117. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2018-2023)
    Table 118. Global Artificial Intelligence (AI) in Higher Education Consumption Value Forecast by Application (2024-2029)
    Table 119. North America Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2018-2023) & (USD Million)
    Table 120. North America Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2024-2029) & (USD Million)
    Table 121. North America Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2018-2023) & (USD Million)
    Table 122. North America Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2024-2029) & (USD Million)
    Table 123. North America Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2018-2023) & (USD Million)
    Table 124. North America Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2024-2029) & (USD Million)
    Table 125. Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2018-2023) & (USD Million)
    Table 126. Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2024-2029) & (USD Million)
    Table 127. Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2018-2023) & (USD Million)
    Table 128. Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2024-2029) & (USD Million)
    Table 129. Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2018-2023) & (USD Million)
    Table 130. Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2024-2029) & (USD Million)
    Table 131. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2018-2023) & (USD Million)
    Table 132. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2024-2029) & (USD Million)
    Table 133. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2018-2023) & (USD Million)
    Table 134. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2024-2029) & (USD Million)
    Table 135. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Region (2018-2023) & (USD Million)
    Table 136. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Region (2024-2029) & (USD Million)
    Table 137. South America Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2018-2023) & (USD Million)
    Table 138. South America Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2024-2029) & (USD Million)
    Table 139. South America Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2018-2023) & (USD Million)
    Table 140. South America Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2024-2029) & (USD Million)
    Table 141. South America Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2018-2023) & (USD Million)
    Table 142. South America Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2024-2029) & (USD Million)
    Table 143. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2018-2023) & (USD Million)
    Table 144. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2024-2029) & (USD Million)
    Table 145. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2018-2023) & (USD Million)
    Table 146. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2024-2029) & (USD Million)
    Table 147. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2018-2023) & (USD Million)
    Table 148. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2024-2029) & (USD Million)
    Table 149. Artificial Intelligence (AI) in Higher Education Raw Material
    Table 150. Key Suppliers of Artificial Intelligence (AI) in Higher Education Raw Materials
List of Figures
    Figure 1. Artificial Intelligence (AI) in Higher Education Picture
    Figure 2. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Type, (USD Million), 2018 & 2022 & 2029
    Figure 3. Global Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type in 2022
    Figure 4. Machine Learning
    Figure 5. Deep Learning
    Figure 6. Natural Language Processing
    Figure 7. Others
    Figure 8. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Type, (USD Million), 2018 & 2022 & 2029
    Figure 9. Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application in 2022
    Figure 10. Learning Platforms & Virtual Facilitators Picture
    Figure 11. Intelligent Tutoring System Picture
    Figure 12. Smart Content Picture
    Figure 13. Fraud & Risk Management Picture
    Figure 14. Others Picture
    Figure 15. Global Artificial Intelligence (AI) in Higher Education Consumption Value, (USD Million): 2018 & 2022 & 2029
    Figure 16. Global Artificial Intelligence (AI) in Higher Education Consumption Value and Forecast (2018-2029) & (USD Million)
    Figure 17. Global Market Artificial Intelligence (AI) in Higher Education Consumption Value (USD Million) Comparison by Region (2018 & 2022 & 2029)
    Figure 18. Global Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Region (2018-2029)
    Figure 19. Global Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Region in 2022
    Figure 20. North America Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
    Figure 21. Europe Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
    Figure 22. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
    Figure 23. South America Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
    Figure 24. Middle East and Africa Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
    Figure 25. Global Artificial Intelligence (AI) in Higher Education Revenue Share by Players in 2022
    Figure 26. Artificial Intelligence (AI) in Higher Education Market Share by Company Type (Tier 1, Tier 2 and Tier 3) in 2022
    Figure 27. Global Top 3 Players Artificial Intelligence (AI) in Higher Education Market Share in 2022
    Figure 28. Global Top 6 Players Artificial Intelligence (AI) in Higher Education Market Share in 2022
    Figure 29. Global Artificial Intelligence (AI) in Higher Education Consumption Value Share by Type (2018-2023)
    Figure 30. Global Artificial Intelligence (AI) in Higher Education Market Share Forecast by Type (2024-2029)
    Figure 31. Global Artificial Intelligence (AI) in Higher Education Consumption Value Share by Application (2018-2023)
    Figure 32. Global Artificial Intelligence (AI) in Higher Education Market Share Forecast by Application (2024-2029)
    Figure 33. North America Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type (2018-2029)
    Figure 34. North America Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application (2018-2029)
    Figure 35. North America Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Country (2018-2029)
    Figure 36. United States Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
    Figure 37. Canada Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
    Figure 38. Mexico Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
    Figure 39. Europe Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type (2018-2029)
    Figure 40. Europe Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application (2018-2029)
    Figure 41. Europe Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Country (2018-2029)
    Figure 42. Germany Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
    Figure 43. France Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
    Figure 44. United Kingdom Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
    Figure 45. Russia Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
    Figure 46. Italy Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
    Figure 47. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type (2018-2029)
    Figure 48. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application (2018-2029)
    Figure 49. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Region (2018-2029)
    Figure 50. China Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
    Figure 51. Japan Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
    Figure 52. South Korea Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
    Figure 53. India Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
    Figure 54. Southeast Asia Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
    Figure 55. Australia Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
    Figure 56. South America Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type (2018-2029)
    Figure 57. South America Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application (2018-2029)
    Figure 58. South America Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Country (2018-2029)
    Figure 59. Brazil Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
    Figure 60. Argentina Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
    Figure 61. Middle East and Africa Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type (2018-2029)
    Figure 62. Middle East and Africa Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application (2018-2029)
    Figure 63. Middle East and Africa Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Country (2018-2029)
    Figure 64. Turkey Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
    Figure 65. Saudi Arabia Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
    Figure 66. UAE Artificial Intelligence (AI) in Higher Education Consumption Value (2018-2029) & (USD Million)
    Figure 67. Artificial Intelligence (AI) in Higher Education Market Drivers
    Figure 68. Artificial Intelligence (AI) in Higher Education Market Restraints
    Figure 69. Artificial Intelligence (AI) in Higher Education Market Trends
    Figure 70. Porters Five Forces Analysis
    Figure 71. Manufacturing Cost Structure Analysis of Artificial Intelligence (AI) in Higher Education in 2022
    Figure 72. Manufacturing Process Analysis of Artificial Intelligence (AI) in Higher Education
    Figure 73. Artificial Intelligence (AI) in Higher Education Industrial Chain
    Figure 74. Methodology
    Figure 75. Research Process and Data Source