Global Artificial Intelligence (AI) in Higher Education Market 2024 by Company, Regions, Type and Application, Forecast to 2030

Page: 145

Published Date: 12 Jan 2024

Category: Service & Software

PDF Download

Get FREE Sample

Customize Request

Description
Table of Contents
Table of Figures
Research Methodology
Companies Mentioned
Related Reports
Product Tags

Description

According to our (Global Info Research) latest study, the global Artificial Intelligence (AI) in Higher Education market size was valued at USD 1395.3 million in 2023 and is forecast to a readjusted size of USD 6496.6 million by 2030 with a CAGR of 24.6% during review period.

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.

As an important force driving a new round of scientific and technological revolution, artificial intelligence has been of national strategic importance. Many governments introduces polices and increase capital investment to support AI companies. The Digital Europe plan adopted by the European Union will allocate €9.2 billion on high-tech investments, such as supercomputing, artificial intelligence, and network security. In order to maintain its leading position, the United States will increase its investment in artificial intelligence research and development in non-defense fields, from US$1.6 billion to US$1.7 billion in 2022. According to the latest data released by IDC, global artificial intelligence revenue was US$432.8 billion in 2022, a year-on-year increase of 19.12%, including software, hardware and services.

The Global Info Research report includes an overview of the development of the Artificial Intelligence (AI) in Higher Education industry chain, the market status of Learning Platforms & Virtual Facilitators (Machine Learning, Deep Learning), Intelligent Tutoring System (Machine Learning, Deep Learning), and key enterprises in developed and developing market, and analysed the cutting-edge technology, patent, hot applications and market trends of Artificial Intelligence (AI) in Higher Education.

Regionally, the report analyzes the Artificial Intelligence (AI) in Higher Education markets in key regions. North America and Europe are experiencing steady growth, driven by government initiatives and increasing consumer awareness. Asia-Pacific, particularly China, leads the global Artificial Intelligence (AI) in Higher Education market, with robust domestic demand, supportive policies, and a strong manufacturing base.

Key Features:
The report presents comprehensive understanding of the Artificial Intelligence (AI) in Higher Education market. It provides a holistic view of the industry, as well as detailed insights into individual components and stakeholders. The report analysis market dynamics, trends, challenges, and opportunities within the Artificial Intelligence (AI) in Higher Education industry.

The report involves analyzing the market at a macro level:
Market Sizing and Segmentation: Report collect data on the overall market size, including the revenue generated, and market share of different by Type (e.g., Machine Learning, Deep Learning).

Industry Analysis: Report analyse the broader industry trends, such as government policies and regulations, technological advancements, consumer preferences, and market dynamics. This analysis helps in understanding the key drivers and challenges influencing the Artificial Intelligence (AI) in Higher Education market.

Regional Analysis: The report involves examining the Artificial Intelligence (AI) in Higher Education market at a regional or national level. Report analyses regional factors such as government incentives, infrastructure development, economic conditions, and consumer behaviour to identify variations and opportunities within different markets.

Market Projections: Report covers the gathered data and analysis to make future projections and forecasts for the Artificial Intelligence (AI) in Higher Education market. This may include estimating market growth rates, predicting market demand, and identifying emerging trends.

The report also involves a more granular approach to Artificial Intelligence (AI) in Higher Education:
Company Analysis: Report covers individual Artificial Intelligence (AI) in Higher Education players, suppliers, and other relevant industry players. This analysis includes studying their financial performance, market positioning, product portfolios, partnerships, and strategies.

Consumer Analysis: Report covers data on consumer behaviour, preferences, and attitudes towards Artificial Intelligence (AI) in Higher Education This may involve surveys, interviews, and analysis of consumer reviews and feedback from different by Application (Learning Platforms & Virtual Facilitators, Intelligent Tutoring System).

Technology Analysis: Report covers specific technologies relevant to Artificial Intelligence (AI) in Higher Education. It assesses the current state, advancements, and potential future developments in Artificial Intelligence (AI) in Higher Education areas.

Competitive Landscape: By analyzing individual companies, suppliers, and consumers, the report present insights into the competitive landscape of the Artificial Intelligence (AI) in Higher Education market. This analysis helps understand market share, competitive advantages, and potential areas for differentiation among industry players.

Market Validation: The report involves validating findings and projections through primary research, such as surveys, interviews, and focus groups.

Market Segmentation
Artificial Intelligence (AI) in Higher Education market is split by Type and by Application. For the period 2019-2030, the growth among segments provides accurate calculations and forecasts for consumption value by Type, and by Application in terms of value.

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 2019 to 2024.
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 2019 to 2030.
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 2019 to 2024.and Artificial Intelligence (AI) in Higher Education market forecast, by regions, type and application, with consumption value, from 2025 to 2030.
Chapter 11, market dynamics, drivers, restraints, trends and Porters Five Forces analysis.
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: 2019 Versus 2023 Versus 2030
        1.3.2 Global Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type in 2023
        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: 2019 Versus 2023 Versus 2030
        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: 2019 VS 2023 VS 2030
        1.6.2 Global Artificial Intelligence (AI) in Higher Education Market Size by Region, (2019-2030)
        1.6.3 North America Artificial Intelligence (AI) in Higher Education Market Size and Prospect (2019-2030)
        1.6.4 Europe Artificial Intelligence (AI) in Higher Education Market Size and Prospect (2019-2030)
        1.6.5 Asia-Pacific Artificial Intelligence (AI) in Higher Education Market Size and Prospect (2019-2030)
        1.6.6 South America Artificial Intelligence (AI) in Higher Education Market Size and Prospect (2019-2030)
        1.6.7 Middle East and Africa Artificial Intelligence (AI) in Higher Education Market Size and Prospect (2019-2030)

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 (2019-2024)
        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 (2019-2024)
        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 (2019-2024)
        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 (2019-2024)
        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 (2019-2024)
        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 (2019-2024)
        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 (2019-2024)
        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 (2019-2024)
        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 (2019-2024)
        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 (2019-2024)
        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 (2019-2024)
        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 (2019-2024)
        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 (2019-2024)
        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 (2019-2024)
        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 (2019-2024)
        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 (2019-2024)
        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 (2019-2024)
        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 (2019-2024)
        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 (2019-2024)
        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 (2019-2024)
        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 (2019-2024)
    3.2 Market Share Analysis (2023)
        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 2023
        3.2.3 Top 6 Artificial Intelligence (AI) in Higher Education Players Market Share in 2023
    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 (2019-2024)
    4.2 Global Artificial Intelligence (AI) in Higher Education Market Forecast by Type (2025-2030)

5 Market Size Segment by Application
    5.1 Global Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application (2019-2024)
    5.2 Global Artificial Intelligence (AI) in Higher Education Market Forecast by Application (2025-2030)

6 North America
    6.1 North America Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2019-2030)
    6.2 North America Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2019-2030)
    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 (2019-2030)
        6.3.2 United States Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2019-2030)
        6.3.3 Canada Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2019-2030)
        6.3.4 Mexico Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2019-2030)

7 Europe
    7.1 Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2019-2030)
    7.2 Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2019-2030)
    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 (2019-2030)
        7.3.2 Germany Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2019-2030)
        7.3.3 France Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2019-2030)
        7.3.4 United Kingdom Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2019-2030)
        7.3.5 Russia Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2019-2030)
        7.3.6 Italy Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2019-2030)

8 Asia-Pacific
    8.1 Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2019-2030)
    8.2 Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2019-2030)
    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 (2019-2030)
        8.3.2 China Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2019-2030)
        8.3.3 Japan Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2019-2030)
        8.3.4 South Korea Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2019-2030)
        8.3.5 India Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2019-2030)
        8.3.6 Southeast Asia Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2019-2030)
        8.3.7 Australia Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2019-2030)

9 South America
    9.1 South America Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2019-2030)
    9.2 South America Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2019-2030)
    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 (2019-2030)
        9.3.2 Brazil Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2019-2030)
        9.3.3 Argentina Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2019-2030)

10 Middle East & Africa
    10.1 Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2019-2030)
    10.2 Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2019-2030)
    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 (2019-2030)
        10.3.2 Turkey Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2019-2030)
        10.3.3 Saudi Arabia Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2019-2030)
        10.3.4 UAE Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2019-2030)

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

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), 2019 & 2023 & 2030
    Table 2. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Application, (USD Million), 2019 & 2023 & 2030
    Table 3. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Region (2019-2024) & (USD Million)
    Table 4. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Region (2025-2030) & (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 (2019-2024)
    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 (2019-2024)
    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 (2019-2024)
    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 (2019-2024)
    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 (2019-2024)
    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 (2019-2024)
    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 (2019-2024)
    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 (2019-2024)
    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 (2019-2024)
    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 (2019-2024)
    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 (2019-2024)
    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 (2019-2024)
    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 (2019-2024)
    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 (2019-2024)
    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 (2019-2024)
    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 (2019-2024)
    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 (2019-2024)
    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 (2019-2024)
    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 (2019-2024)
    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 (2019-2024)
    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 (2019-2024)
    Table 106. Global Artificial Intelligence (AI) in Higher Education Revenue Share by Players (2019-2024)
    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 2023
    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 (2019-2024)
    Table 115. Global Artificial Intelligence (AI) in Higher Education Consumption Value Share by Type (2019-2024)
    Table 116. Global Artificial Intelligence (AI) in Higher Education Consumption Value Forecast by Type (2025-2030)
    Table 117. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2019-2024)
    Table 118. Global Artificial Intelligence (AI) in Higher Education Consumption Value Forecast by Application (2025-2030)
    Table 119. North America Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2019-2024) & (USD Million)
    Table 120. North America Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2025-2030) & (USD Million)
    Table 121. North America Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2019-2024) & (USD Million)
    Table 122. North America Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2025-2030) & (USD Million)
    Table 123. North America Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2019-2024) & (USD Million)
    Table 124. North America Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2025-2030) & (USD Million)
    Table 125. Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2019-2024) & (USD Million)
    Table 126. Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2025-2030) & (USD Million)
    Table 127. Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2019-2024) & (USD Million)
    Table 128. Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2025-2030) & (USD Million)
    Table 129. Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2019-2024) & (USD Million)
    Table 130. Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2025-2030) & (USD Million)
    Table 131. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2019-2024) & (USD Million)
    Table 132. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2025-2030) & (USD Million)
    Table 133. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2019-2024) & (USD Million)
    Table 134. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2025-2030) & (USD Million)
    Table 135. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Region (2019-2024) & (USD Million)
    Table 136. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Region (2025-2030) & (USD Million)
    Table 137. South America Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2019-2024) & (USD Million)
    Table 138. South America Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2025-2030) & (USD Million)
    Table 139. South America Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2019-2024) & (USD Million)
    Table 140. South America Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2025-2030) & (USD Million)
    Table 141. South America Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2019-2024) & (USD Million)
    Table 142. South America Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2025-2030) & (USD Million)
    Table 143. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2019-2024) & (USD Million)
    Table 144. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2025-2030) & (USD Million)
    Table 145. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2019-2024) & (USD Million)
    Table 146. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2025-2030) & (USD Million)
    Table 147. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2019-2024) & (USD Million)
    Table 148. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2025-2030) & (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), 2019 & 2023 & 2030
    Figure 3. Global Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type in 2023
    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), 2019 & 2023 & 2030
    Figure 9. Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application in 2023
    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): 2019 & 2023 & 2030
    Figure 16. Global Artificial Intelligence (AI) in Higher Education Consumption Value and Forecast (2019-2030) & (USD Million)
    Figure 17. Global Market Artificial Intelligence (AI) in Higher Education Consumption Value (USD Million) Comparison by Region (2019 & 2023 & 2030)
    Figure 18. Global Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Region (2019-2030)
    Figure 19. Global Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Region in 2023
    Figure 20. North America Artificial Intelligence (AI) in Higher Education Consumption Value (2019-2030) & (USD Million)
    Figure 21. Europe Artificial Intelligence (AI) in Higher Education Consumption Value (2019-2030) & (USD Million)
    Figure 22. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value (2019-2030) & (USD Million)
    Figure 23. South America Artificial Intelligence (AI) in Higher Education Consumption Value (2019-2030) & (USD Million)
    Figure 24. Middle East and Africa Artificial Intelligence (AI) in Higher Education Consumption Value (2019-2030) & (USD Million)
    Figure 25. Global Artificial Intelligence (AI) in Higher Education Revenue Share by Players in 2023
    Figure 26. Artificial Intelligence (AI) in Higher Education Market Share by Company Type (Tier 1, Tier 2 and Tier 3) in 2023
    Figure 27. Global Top 3 Players Artificial Intelligence (AI) in Higher Education Market Share in 2023
    Figure 28. Global Top 6 Players Artificial Intelligence (AI) in Higher Education Market Share in 2023
    Figure 29. Global Artificial Intelligence (AI) in Higher Education Consumption Value Share by Type (2019-2024)
    Figure 30. Global Artificial Intelligence (AI) in Higher Education Market Share Forecast by Type (2025-2030)
    Figure 31. Global Artificial Intelligence (AI) in Higher Education Consumption Value Share by Application (2019-2024)
    Figure 32. Global Artificial Intelligence (AI) in Higher Education Market Share Forecast by Application (2025-2030)
    Figure 33. North America Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type (2019-2030)
    Figure 34. North America Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application (2019-2030)
    Figure 35. North America Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Country (2019-2030)
    Figure 36. United States Artificial Intelligence (AI) in Higher Education Consumption Value (2019-2030) & (USD Million)
    Figure 37. Canada Artificial Intelligence (AI) in Higher Education Consumption Value (2019-2030) & (USD Million)
    Figure 38. Mexico Artificial Intelligence (AI) in Higher Education Consumption Value (2019-2030) & (USD Million)
    Figure 39. Europe Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type (2019-2030)
    Figure 40. Europe Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application (2019-2030)
    Figure 41. Europe Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Country (2019-2030)
    Figure 42. Germany Artificial Intelligence (AI) in Higher Education Consumption Value (2019-2030) & (USD Million)
    Figure 43. France Artificial Intelligence (AI) in Higher Education Consumption Value (2019-2030) & (USD Million)
    Figure 44. United Kingdom Artificial Intelligence (AI) in Higher Education Consumption Value (2019-2030) & (USD Million)
    Figure 45. Russia Artificial Intelligence (AI) in Higher Education Consumption Value (2019-2030) & (USD Million)
    Figure 46. Italy Artificial Intelligence (AI) in Higher Education Consumption Value (2019-2030) & (USD Million)
    Figure 47. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type (2019-2030)
    Figure 48. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application (2019-2030)
    Figure 49. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Region (2019-2030)
    Figure 50. China Artificial Intelligence (AI) in Higher Education Consumption Value (2019-2030) & (USD Million)
    Figure 51. Japan Artificial Intelligence (AI) in Higher Education Consumption Value (2019-2030) & (USD Million)
    Figure 52. South Korea Artificial Intelligence (AI) in Higher Education Consumption Value (2019-2030) & (USD Million)
    Figure 53. India Artificial Intelligence (AI) in Higher Education Consumption Value (2019-2030) & (USD Million)
    Figure 54. Southeast Asia Artificial Intelligence (AI) in Higher Education Consumption Value (2019-2030) & (USD Million)
    Figure 55. Australia Artificial Intelligence (AI) in Higher Education Consumption Value (2019-2030) & (USD Million)
    Figure 56. South America Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type (2019-2030)
    Figure 57. South America Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application (2019-2030)
    Figure 58. South America Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Country (2019-2030)
    Figure 59. Brazil Artificial Intelligence (AI) in Higher Education Consumption Value (2019-2030) & (USD Million)
    Figure 60. Argentina Artificial Intelligence (AI) in Higher Education Consumption Value (2019-2030) & (USD Million)
    Figure 61. Middle East and Africa Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type (2019-2030)
    Figure 62. Middle East and Africa Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application (2019-2030)
    Figure 63. Middle East and Africa Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Country (2019-2030)
    Figure 64. Turkey Artificial Intelligence (AI) in Higher Education Consumption Value (2019-2030) & (USD Million)
    Figure 65. Saudi Arabia Artificial Intelligence (AI) in Higher Education Consumption Value (2019-2030) & (USD Million)
    Figure 66. UAE Artificial Intelligence (AI) in Higher Education Consumption Value (2019-2030) & (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 2023
    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

Research Methodology

Client Requirements

Review and analyze client requirements

Discussion of all the project requirements and queries

Flexibility Check

Project Feasibility Analysis

Finalizing tentative research programme

Structuring project proposal with scope, timeline, and costs

Analyzing Market Dynamics

Determination of key drivers, restraints, challenge, and opportunity

Identifies market needs and trends

Market Size Estimation & Forecast

Estimation of historical data based on secondary and primary data

Anticipating market recast by assigning weightage to market forces (drivers, restraints, opportunities)

Freezing historical and forecast market size estimations based on evolution, trends, outlook, and strategies

Consideration of geography, region-specific product/service demand for region segments

Consideration of product utilization rates, product demand outlook for segments by application or end-user.

Data Source

Secondary Source
Data collections from annual reports, presentations,associations, journals, analyst reports, paid database, press releases, blogs, newsletters,and GIR repositories.

Primary Source
Research discussion with manufacturers, distributors, suppliers, end user, industry experts to verify insights.

Validation and
triangulation of
secondary and primary source.

Collection of data

Cumulating and collating the essential qualitative and quantitative data

Generation of report in client requested format by research analysts

Reviews by expert analysts

Final quality check

Clarifying queries

Receiving feedback

Ensuring satisfaction

01 Identification of data

This step involves identification of several primary and secondary data research sources, including Global Info Research's internal data sources. The primary sources consist of in-depth discussions and interviews with policy makers, industry experts, and data evaluators, whereas secondary sources include a thorough study of market journals, press releases, annual reports, and government and non-government agencies websites.
02 Evaluation of Market Dynamic

This phase includes a detailed evaluation of several factors that are likely to affect the market dynamics. It involves a comprehensive assessment of major market pain points, drivers, and trends. It also comprises a detailed study of research plans and methodology.
03 Collection of Data

This process consists of gathering data, accessing proprietary databases, and reaching out to key industry participants that operate in the market across the value chain. It also involves studying several patterns in the historical data and comparing it with the current scenario.
04 Collaboration of Data

This stage involves the validation of data and arrival at actual statistics, and evolution of the market over the years. It entails the study and analyzes various segments and verticals of the market. An impact analysis is also performed to observe which factors will affect the market in the next few years.
05 Verification and Analysis

This is the final stage, which involves both quantity and quality checks. Although the process of data verification is an integral part of the research process, all data points and statistics and figures are re-checked to uphold their authenticity and validity.

Companies Mentioned

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

Related Reports

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

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

date 27 Feb 2023

date Service & Software

Global Artificial Intelligence (AI) in Higher Education Supply, Demand and Key Producers, 2023-2029

Global Artificial Intelligence (AI) in Higher Education Supply, Demand and Key Producers, 2023-2029

date 22 Jan 2023

date Service & Software

The global Artificial Intelligence (AI) in Higher Education market size is expected to reach $ million by 2029, rising at a market growth of % CAGR during the forecast period (2023-2029).

Product Tags

Artificial Intelligence (AI) in Higher Education

soil fertility

Image High Dynamic

Building Energy Modeling

Purchase Options

Single User License

USD3480.00

Multi User License

USD5220.00

Corporate Users License

USD6960.00

Add To Cart

Buy Now

Popular Product Keywords

AI
semiconductor
electron
5G
artificial intelligence
Battery
new energy
We Provide Professional, Accurate Market Analysis to Help You Stay Ahead of Your Competition.

Speak to our analyst >>
Our Clients
What We Can Provide?

With better results and higher quality products,Our professional reports can achieve four things:
- Insight into the industry market information
- Analyze market development needs
- Prospects for future development
- Develop industry investment strategy
Digging deeper into global industry information and providing market strategies.

Contact Us >>