Artificial Intelligence in Education Market By Component (Solution, Services), By Deployment Mode (On-premise, Cloud), By Technology (Machine Learning and Deep Learning, Natural Language Processing (NLP)), By Application (Learning Platform and Virtual Facilitators , Smart Content Delivery, Fraud and Risk Management, Intelligent Tutoring System (ITS), Others), By End User (Higher Education, K-12 Education, Corporate Training and Learning, Others): Global Opportunity Analysis and Industry Forecast, 2023-2032
Artificial intelligence is a term used to describe the theory and creation of computer systems capable of carrying out laborious, repetitive jobs that call for human intellect. Al-enabled products and services are used in the education sector to deliver knowledge, grade and group students according on performance, and create intelligent tutorial systems to enhance the learning experiences of both students and teachers.
In addition, software used in education and training is enhanced with the use of technologies such as deep learning, machine learning, and natural language processing (NLP). All technological advancements are made in accordance with educational models such as the learner model, pedagogical model, and domain model in order to enhance educational systems and enable better knowledge delivery and assessment.
Moreover, the demand for artificial intelligence (AI) in education is being driven by factors such as rising investments in AI and EdTech by the public and private sectors, as well as rising edutainment penetration. Moreover, the demand for AI in education globally is also being fueled by technological innovation. Industries all across the world were severely affected by the COVID-19 pandemic. But during the epidemic, the market saw a marked increase in demand for creative AI-based teaching solutions.
Furthermore, personalized education and adaptive learning, virtual assistants and smart tutoring and improvements in administrative efficiency are primarily driving the growth of artificial intelligence in education market. However, privacy and ethical issues and access issues and equity concerns hamper the market growth to some extent. Moreover, enhanced motivation and engagement of students and data-driven decision making are expected to provide lucrative opportunities for market growth during the forecast period.
On the basis of component, solution segment dominated the AI in education market in 2022, and is expected to maintain its dominance in the upcoming years owing to rising usage and development of artificial intelligence technologies in the educational sector propels the market growth significantly. However, service segment is expected segment is expected to witness highest growth, owing to gain knowledge about learning patterns, instructional efficacy, and student outcomes, these platforms gather and analyze enormous volumes of educational data, including student performance, engagement, and behavior.
Artificial intelligence in education market is segmented into component, deployment, technology, application, end user, and region. On the basis of component, it is segregated into solutions and services. On the basis of deployment, it is segregated into on-premise and cloud. On the basis of technology, it is segregated into machine learning and deep learning and natural language. On the basis of application, it is segregated into learning platform & virtual facilitators, smart content delivery, fraud and risk management, intelligent tutoring system (ITS) and others. On the basis of end user, it is segregated into corporate learning, K-12 education, higher education and others. On the basis of region, it is analyzed across North America, Europe, Asia-Pacific, and LAMEA.
On the basis of region, North America region dominated the AI in education market in 2022, and is expected to maintain its dominance in the upcoming years, owing to to the increasing technical developments that are entirely revolutionizing the landscape of the IT industry and, in turn, encouraging the drive for the implementation of efficient servers and networking solutions. However, Asia Pacific region is expected segment is expected to witness highest growth, owing to increase the efficacy and quality of education offered by artificial intelligence in education industry has increased due to the sizeable population and growing emphasis on education in Asia-Pacific.
Key Benefits For Stakeholders
This report provides a quantitative analysis of the market segments, current trends, estimations, and dynamics of the artificial intelligence in education market analysis from 2022 to 2032 to identify the prevailing artificial intelligence in education market opportunities.
The market research is offered along with information related to key drivers, restraints, and opportunities.
Porter's five forces analysis highlights the potency of buyers and suppliers to enable stakeholders make profit-oriented business decisions and strengthen their supplier-buyer network.
In-depth analysis of the artificial intelligence in education market segmentation assists to determine the prevailing market opportunities.
Major countries in each region are mapped according to their revenue contribution to the global market.
Market player positioning facilitates benchmarking and provides a clear understanding of the present position of the market players.
The report includes the analysis of the regional as well as global artificial intelligence in education market trends, key players, market segments, application areas, and market growth strategies.
Key Market Segments
By Application
Learning Platform and Virtual Facilitators
Smart Content Delivery
Fraud and Risk Management
Intelligent Tutoring System (ITS)
Others
By End User
Higher Education
K-12 Education
Corporate Training and Learning
Others
By Component
Solution
Services
By Deployment Mode
On-premise
Cloud
By Technology
Machine Learning and Deep Learning
Natural Language Processing (NLP)
By Region
North America
U.S.
Canada
Europe
UK
Germany
France
Italy
Spain
Rest of Europe
Asia-Pacific
China
Japan
India
Australia
South Korea
Rest of Asia-Pacific
LAMEA
Latin America
Middle East
Africa
Key Market Players
Amazon Web Services, Inc.
BridgeU
Carnegie Learning, Inc.
Cognizant
DreamBox Learning, Inc.
Google LLC
International Business Machines Corporation
Microsoft Corporation
Nuance Communications, Inc.
Pearson PLC
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- CHAPTER 1: INTRODUCTION
- 1.1. Report description
- 1.2. Key market segments
- 1.3. Key benefits to the stakeholders
- 1.4. Research Methodology
- 1.4.1. Primary research
- 1.4.2. Secondary research
- 1.4.3. Analyst tools and models
- CHAPTER 2: EXECUTIVE SUMMARY
- 2.1. CXO Perspective
- CHAPTER 3: MARKET OVERVIEW
- 3.1. Market definition and scope
- 3.2. Key findings
- 3.2.1. Top impacting factors
- 3.2.2. Top investment pockets
- 3.3. Porter’s five forces analysis
- 3.3.1. Low bargaining power of suppliers
- 3.3.2. Low threat of new entrants
- 3.3.3. Low threat of substitutes
- 3.3.4. Low intensity of rivalry
- 3.3.5. Low bargaining power of buyers
- 3.4. Market dynamics
- 3.4.1. Drivers
- 3.4.1.1. Personalized Education and Adaptive Learning
- 3.4.1.2. Virtual assistants and smart tutoring
- 3.4.1.3. Improvements in Administrative Efficiency
- 3.4.2. Restraints
- 3.4.2.1. Privacy and Ethical Issues
- 3.4.2.2. Access Issues and Equity Concerns
- 3.4.3. Opportunities
- 3.4.3.1. Enhanced motivation and engagement of students
- 3.4.3.2. Data-Driven Decision Making
- 3.5. COVID-19 Impact Analysis on the market
- CHAPTER 4: ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COMPONENT
- 4.1. Overview
- 4.1.1. Market size and forecast
- 4.2. Solution
- 4.2.1. Key market trends, growth factors and opportunities
- 4.2.2. Market size and forecast, by region
- 4.2.3. Market share analysis by country
- 4.3. Services
- 4.3.1. Key market trends, growth factors and opportunities
- 4.3.2. Market size and forecast, by region
- 4.3.3. Market share analysis by country
- CHAPTER 5: ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY DEPLOYMENT MODE
- 5.1. Overview
- 5.1.1. Market size and forecast
- 5.2. On-premise
- 5.2.1. Key market trends, growth factors and opportunities
- 5.2.2. Market size and forecast, by region
- 5.2.3. Market share analysis by country
- 5.3. Cloud
- 5.3.1. Key market trends, growth factors and opportunities
- 5.3.2. Market size and forecast, by region
- 5.3.3. Market share analysis by country
- CHAPTER 6: ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY TECHNOLOGY
- 6.1. Overview
- 6.1.1. Market size and forecast
- 6.2. Machine Learning and Deep Learning
- 6.2.1. Key market trends, growth factors and opportunities
- 6.2.2. Market size and forecast, by region
- 6.2.3. Market share analysis by country
- 6.3. Natural Language Processing (NLP)
- 6.3.1. Key market trends, growth factors and opportunities
- 6.3.2. Market size and forecast, by region
- 6.3.3. Market share analysis by country
- CHAPTER 7: ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY APPLICATION
- 7.1. Overview
- 7.1.1. Market size and forecast
- 7.2. Learning Platform and Virtual Facilitators
- 7.2.1. Key market trends, growth factors and opportunities
- 7.2.2. Market size and forecast, by region
- 7.2.3. Market share analysis by country
- 7.3. Smart Content Delivery
- 7.3.1. Key market trends, growth factors and opportunities
- 7.3.2. Market size and forecast, by region
- 7.3.3. Market share analysis by country
- 7.4. Fraud and Risk Management
- 7.4.1. Key market trends, growth factors and opportunities
- 7.4.2. Market size and forecast, by region
- 7.4.3. Market share analysis by country
- 7.5. Intelligent Tutoring System (ITS)
- 7.5.1. Key market trends, growth factors and opportunities
- 7.5.2. Market size and forecast, by region
- 7.5.3. Market share analysis by country
- 7.6. Others
- 7.6.1. Key market trends, growth factors and opportunities
- 7.6.2. Market size and forecast, by region
- 7.6.3. Market share analysis by country
- CHAPTER 8: ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY END USER
- 8.1. Overview
- 8.1.1. Market size and forecast
- 8.2. Higher Education
- 8.2.1. Key market trends, growth factors and opportunities
- 8.2.2. Market size and forecast, by region
- 8.2.3. Market share analysis by country
- 8.3. K-12 Education
- 8.3.1. Key market trends, growth factors and opportunities
- 8.3.2. Market size and forecast, by region
- 8.3.3. Market share analysis by country
- 8.4. Corporate Training and Learning
- 8.4.1. Key market trends, growth factors and opportunities
- 8.4.2. Market size and forecast, by region
- 8.4.3. Market share analysis by country
- 8.5. Others
- 8.5.1. Key market trends, growth factors and opportunities
- 8.5.2. Market size and forecast, by region
- 8.5.3. Market share analysis by country
- CHAPTER 9: ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY REGION
- 9.1. Overview
- 9.1.1. Market size and forecast By Region
- 9.2. North America
- 9.2.1. Key trends and opportunities
- 9.2.2. Market size and forecast, by Component
- 9.2.3. Market size and forecast, by Deployment Mode
- 9.2.4. Market size and forecast, by Technology
- 9.2.5. Market size and forecast, by Application
- 9.2.6. Market size and forecast, by End User
- 9.2.7. Market size and forecast, by country
- 9.2.7.1. U.S.
- 9.2.7.1.1. Key market trends, growth factors and opportunities
- 9.2.7.1.2. Market size and forecast, by Component
- 9.2.7.1.3. Market size and forecast, by Deployment Mode
- 9.2.7.1.4. Market size and forecast, by Technology
- 9.2.7.1.5. Market size and forecast, by Application
- 9.2.7.1.6. Market size and forecast, by End User
- 9.2.7.2. Canada
- 9.2.7.2.1. Key market trends, growth factors and opportunities
- 9.2.7.2.2. Market size and forecast, by Component
- 9.2.7.2.3. Market size and forecast, by Deployment Mode
- 9.2.7.2.4. Market size and forecast, by Technology
- 9.2.7.2.5. Market size and forecast, by Application
- 9.2.7.2.6. Market size and forecast, by End User
- 9.3. Europe
- 9.3.1. Key trends and opportunities
- 9.3.2. Market size and forecast, by Component
- 9.3.3. Market size and forecast, by Deployment Mode
- 9.3.4. Market size and forecast, by Technology
- 9.3.5. Market size and forecast, by Application
- 9.3.6. Market size and forecast, by End User
- 9.3.7. Market size and forecast, by country
- 9.3.7.1. UK
- 9.3.7.1.1. Key market trends, growth factors and opportunities
- 9.3.7.1.2. Market size and forecast, by Component
- 9.3.7.1.3. Market size and forecast, by Deployment Mode
- 9.3.7.1.4. Market size and forecast, by Technology
- 9.3.7.1.5. Market size and forecast, by Application
- 9.3.7.1.6. Market size and forecast, by End User
- 9.3.7.2. Germany
- 9.3.7.2.1. Key market trends, growth factors and opportunities
- 9.3.7.2.2. Market size and forecast, by Component
- 9.3.7.2.3. Market size and forecast, by Deployment Mode
- 9.3.7.2.4. Market size and forecast, by Technology
- 9.3.7.2.5. Market size and forecast, by Application
- 9.3.7.2.6. Market size and forecast, by End User
- 9.3.7.3. France
- 9.3.7.3.1. Key market trends, growth factors and opportunities
- 9.3.7.3.2. Market size and forecast, by Component
- 9.3.7.3.3. Market size and forecast, by Deployment Mode
- 9.3.7.3.4. Market size and forecast, by Technology
- 9.3.7.3.5. Market size and forecast, by Application
- 9.3.7.3.6. Market size and forecast, by End User
- 9.3.7.4. Italy
- 9.3.7.4.1. Key market trends, growth factors and opportunities
- 9.3.7.4.2. Market size and forecast, by Component
- 9.3.7.4.3. Market size and forecast, by Deployment Mode
- 9.3.7.4.4. Market size and forecast, by Technology
- 9.3.7.4.5. Market size and forecast, by Application
- 9.3.7.4.6. Market size and forecast, by End User
- 9.3.7.5. Spain
- 9.3.7.5.1. Key market trends, growth factors and opportunities
- 9.3.7.5.2. Market size and forecast, by Component
- 9.3.7.5.3. Market size and forecast, by Deployment Mode
- 9.3.7.5.4. Market size and forecast, by Technology
- 9.3.7.5.5. Market size and forecast, by Application
- 9.3.7.5.6. Market size and forecast, by End User
- 9.3.7.6. Rest of Europe
- 9.3.7.6.1. Key market trends, growth factors and opportunities
- 9.3.7.6.2. Market size and forecast, by Component
- 9.3.7.6.3. Market size and forecast, by Deployment Mode
- 9.3.7.6.4. Market size and forecast, by Technology
- 9.3.7.6.5. Market size and forecast, by Application
- 9.3.7.6.6. Market size and forecast, by End User
- 9.4. Asia-Pacific
- 9.4.1. Key trends and opportunities
- 9.4.2. Market size and forecast, by Component
- 9.4.3. Market size and forecast, by Deployment Mode
- 9.4.4. Market size and forecast, by Technology
- 9.4.5. Market size and forecast, by Application
- 9.4.6. Market size and forecast, by End User
- 9.4.7. Market size and forecast, by country
- 9.4.7.1. China
- 9.4.7.1.1. Key market trends, growth factors and opportunities
- 9.4.7.1.2. Market size and forecast, by Component
- 9.4.7.1.3. Market size and forecast, by Deployment Mode
- 9.4.7.1.4. Market size and forecast, by Technology
- 9.4.7.1.5. Market size and forecast, by Application
- 9.4.7.1.6. Market size and forecast, by End User
- 9.4.7.2. Japan
- 9.4.7.2.1. Key market trends, growth factors and opportunities
- 9.4.7.2.2. Market size and forecast, by Component
- 9.4.7.2.3. Market size and forecast, by Deployment Mode
- 9.4.7.2.4. Market size and forecast, by Technology
- 9.4.7.2.5. Market size and forecast, by Application
- 9.4.7.2.6. Market size and forecast, by End User
- 9.4.7.3. India
- 9.4.7.3.1. Key market trends, growth factors and opportunities
- 9.4.7.3.2. Market size and forecast, by Component
- 9.4.7.3.3. Market size and forecast, by Deployment Mode
- 9.4.7.3.4. Market size and forecast, by Technology
- 9.4.7.3.5. Market size and forecast, by Application
- 9.4.7.3.6. Market size and forecast, by End User
- 9.4.7.4. Australia
- 9.4.7.4.1. Key market trends, growth factors and opportunities
- 9.4.7.4.2. Market size and forecast, by Component
- 9.4.7.4.3. Market size and forecast, by Deployment Mode
- 9.4.7.4.4. Market size and forecast, by Technology
- 9.4.7.4.5. Market size and forecast, by Application
- 9.4.7.4.6. Market size and forecast, by End User
- 9.4.7.5. South Korea
- 9.4.7.5.1. Key market trends, growth factors and opportunities
- 9.4.7.5.2. Market size and forecast, by Component
- 9.4.7.5.3. Market size and forecast, by Deployment Mode
- 9.4.7.5.4. Market size and forecast, by Technology
- 9.4.7.5.5. Market size and forecast, by Application
- 9.4.7.5.6. Market size and forecast, by End User
- 9.4.7.6. Rest of Asia-Pacific
- 9.4.7.6.1. Key market trends, growth factors and opportunities
- 9.4.7.6.2. Market size and forecast, by Component
- 9.4.7.6.3. Market size and forecast, by Deployment Mode
- 9.4.7.6.4. Market size and forecast, by Technology
- 9.4.7.6.5. Market size and forecast, by Application
- 9.4.7.6.6. Market size and forecast, by End User
- 9.5. LAMEA
- 9.5.1. Key trends and opportunities
- 9.5.2. Market size and forecast, by Component
- 9.5.3. Market size and forecast, by Deployment Mode
- 9.5.4. Market size and forecast, by Technology
- 9.5.5. Market size and forecast, by Application
- 9.5.6. Market size and forecast, by End User
- 9.5.7. Market size and forecast, by country
- 9.5.7.1. Latin America
- 9.5.7.1.1. Key market trends, growth factors and opportunities
- 9.5.7.1.2. Market size and forecast, by Component
- 9.5.7.1.3. Market size and forecast, by Deployment Mode
- 9.5.7.1.4. Market size and forecast, by Technology
- 9.5.7.1.5. Market size and forecast, by Application
- 9.5.7.1.6. Market size and forecast, by End User
- 9.5.7.2. Middle East
- 9.5.7.2.1. Key market trends, growth factors and opportunities
- 9.5.7.2.2. Market size and forecast, by Component
- 9.5.7.2.3. Market size and forecast, by Deployment Mode
- 9.5.7.2.4. Market size and forecast, by Technology
- 9.5.7.2.5. Market size and forecast, by Application
- 9.5.7.2.6. Market size and forecast, by End User
- 9.5.7.3. Africa
- 9.5.7.3.1. Key market trends, growth factors and opportunities
- 9.5.7.3.2. Market size and forecast, by Component
- 9.5.7.3.3. Market size and forecast, by Deployment Mode
- 9.5.7.3.4. Market size and forecast, by Technology
- 9.5.7.3.5. Market size and forecast, by Application
- 9.5.7.3.6. Market size and forecast, by End User
- CHAPTER 10: COMPETITIVE LANDSCAPE
- 10.1. Introduction
- 10.2. Top winning strategies
- 10.3. Product Mapping of Top 10 Player
- 10.4. Competitive Dashboard
- 10.5. Competitive Heatmap
- 10.6. Top player positioning, 2022
- CHAPTER 11: COMPANY PROFILES
- 11.1. Microsoft Corporation
- 11.1.1. Company overview
- 11.1.2. Key Executives
- 11.1.3. Company snapshot
- 11.1.4. Operating business segments
- 11.1.5. Product portfolio
- 11.1.6. Business performance
- 11.1.7. Key strategic moves and developments
- 11.2. International Business Machines Corporation
- 11.2.1. Company overview
- 11.2.2. Key Executives
- 11.2.3. Company snapshot
- 11.2.4. Operating business segments
- 11.2.5. Product portfolio
- 11.2.6. Business performance
- 11.2.7. Key strategic moves and developments
- 11.3. Amazon Web Services, Inc.
- 11.3.1. Company overview
- 11.3.2. Key Executives
- 11.3.3. Company snapshot
- 11.3.4. Operating business segments
- 11.3.5. Product portfolio
- 11.3.6. Business performance
- 11.3.7. Key strategic moves and developments
- 11.4. Google LLC
- 11.4.1. Company overview
- 11.4.2. Key Executives
- 11.4.3. Company snapshot
- 11.4.4. Operating business segments
- 11.4.5. Product portfolio
- 11.4.6. Business performance
- 11.4.7. Key strategic moves and developments
- 11.5. Cognizant
- 11.5.1. Company overview
- 11.5.2. Key Executives
- 11.5.3. Company snapshot
- 11.5.4. Operating business segments
- 11.5.5. Product portfolio
- 11.5.6. Business performance
- 11.5.7. Key strategic moves and developments
- 11.6. DreamBox Learning, Inc.
- 11.6.1. Company overview
- 11.6.2. Key Executives
- 11.6.3. Company snapshot
- 11.6.4. Operating business segments
- 11.6.5. Product portfolio
- 11.7. BridgeU
- 11.7.1. Company overview
- 11.7.2. Key Executives
- 11.7.3. Company snapshot
- 11.7.4. Operating business segments
- 11.7.5. Product portfolio
- 11.7.6. Key strategic moves and developments
- 11.8. Carnegie Learning, Inc.
- 11.8.1. Company overview
- 11.8.2. Key Executives
- 11.8.3. Company snapshot
- 11.8.4. Operating business segments
- 11.8.5. Product portfolio
- 11.8.6. Key strategic moves and developments
- 11.9. Pearson PLC
- 11.9.1. Company overview
- 11.9.2. Key Executives
- 11.9.3. Company snapshot
- 11.9.4. Operating business segments
- 11.9.5. Product portfolio
- 11.9.6. Business performance
- 11.9.7. Key strategic moves and developments
- 11.10. Nuance Communications, Inc.
- 11.10.1. Company overview
- 11.10.2. Key Executives
- 11.10.3. Company snapshot
- 11.10.4. Operating business segments
- 11.10.5. Product portfolio
- 11.10.6. Business performance
- 11.10.7. Key strategic moves and developments
- LIST OF TABLES
- TABLE 01. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COMPONENT, 2022-2032 ($MILLION)
- TABLE 02. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET FOR SOLUTION, BY REGION, 2022-2032 ($MILLION)
- TABLE 03. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET FOR SERVICES, BY REGION, 2022-2032 ($MILLION)
- TABLE 04. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
- TABLE 05. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET FOR ON-PREMISE, BY REGION, 2022-2032 ($MILLION)
- TABLE 06. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET FOR CLOUD, BY REGION, 2022-2032 ($MILLION)
- TABLE 07. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY TECHNOLOGY, 2022-2032 ($MILLION)
- TABLE 08. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET FOR MACHINE LEARNING AND DEEP LEARNING, BY REGION, 2022-2032 ($MILLION)
- TABLE 09. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET FOR NATURAL LANGUAGE PROCESSING (NLP), BY REGION, 2022-2032 ($MILLION)
- TABLE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY APPLICATION, 2022-2032 ($MILLION)
- TABLE 11. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET FOR LEARNING PLATFORM AND VIRTUAL FACILITATORS , BY REGION, 2022-2032 ($MILLION)
- TABLE 12. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET FOR SMART CONTENT DELIVERY, BY REGION, 2022-2032 ($MILLION)
- TABLE 13. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET FOR FRAUD AND RISK MANAGEMENT, BY REGION, 2022-2032 ($MILLION)
- TABLE 14. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET FOR INTELLIGENT TUTORING SYSTEM (ITS), BY REGION, 2022-2032 ($MILLION)
- TABLE 15. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET FOR OTHERS, BY REGION, 2022-2032 ($MILLION)
- TABLE 16. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY END USER, 2022-2032 ($MILLION)
- TABLE 17. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET FOR HIGHER EDUCATION, BY REGION, 2022-2032 ($MILLION)
- TABLE 18. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET FOR K-12 EDUCATION, BY REGION, 2022-2032 ($MILLION)
- TABLE 19. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET FOR CORPORATE TRAINING AND LEARNING, BY REGION, 2022-2032 ($MILLION)
- TABLE 20. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET FOR OTHERS, BY REGION, 2022-2032 ($MILLION)
- TABLE 21. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY REGION, 2022-2032 ($MILLION)
- TABLE 22. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COMPONENT, 2022-2032 ($MILLION)
- TABLE 23. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
- TABLE 24. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY TECHNOLOGY, 2022-2032 ($MILLION)
- TABLE 25. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY APPLICATION, 2022-2032 ($MILLION)
- TABLE 26. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY END USER, 2022-2032 ($MILLION)
- TABLE 27. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COUNTRY, 2022-2032 ($MILLION)
- TABLE 28. U.S. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COMPONENT, 2022-2032 ($MILLION)
- TABLE 29. U.S. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
- TABLE 30. U.S. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY TECHNOLOGY, 2022-2032 ($MILLION)
- TABLE 31. U.S. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY APPLICATION, 2022-2032 ($MILLION)
- TABLE 32. U.S. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY END USER, 2022-2032 ($MILLION)
- TABLE 33. CANADA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COMPONENT, 2022-2032 ($MILLION)
- TABLE 34. CANADA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
- TABLE 35. CANADA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY TECHNOLOGY, 2022-2032 ($MILLION)
- TABLE 36. CANADA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY APPLICATION, 2022-2032 ($MILLION)
- TABLE 37. CANADA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY END USER, 2022-2032 ($MILLION)
- TABLE 38. EUROPE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COMPONENT, 2022-2032 ($MILLION)
- TABLE 39. EUROPE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
- TABLE 40. EUROPE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY TECHNOLOGY, 2022-2032 ($MILLION)
- TABLE 41. EUROPE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY APPLICATION, 2022-2032 ($MILLION)
- TABLE 42. EUROPE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY END USER, 2022-2032 ($MILLION)
- TABLE 43. EUROPE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COUNTRY, 2022-2032 ($MILLION)
- TABLE 44. UK ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COMPONENT, 2022-2032 ($MILLION)
- TABLE 45. UK ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
- TABLE 46. UK ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY TECHNOLOGY, 2022-2032 ($MILLION)
- TABLE 47. UK ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY APPLICATION, 2022-2032 ($MILLION)
- TABLE 48. UK ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY END USER, 2022-2032 ($MILLION)
- TABLE 49. GERMANY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COMPONENT, 2022-2032 ($MILLION)
- TABLE 50. GERMANY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
- TABLE 51. GERMANY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY TECHNOLOGY, 2022-2032 ($MILLION)
- TABLE 52. GERMANY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY APPLICATION, 2022-2032 ($MILLION)
- TABLE 53. GERMANY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY END USER, 2022-2032 ($MILLION)
- TABLE 54. FRANCE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COMPONENT, 2022-2032 ($MILLION)
- TABLE 55. FRANCE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
- TABLE 56. FRANCE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY TECHNOLOGY, 2022-2032 ($MILLION)
- TABLE 57. FRANCE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY APPLICATION, 2022-2032 ($MILLION)
- TABLE 58. FRANCE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY END USER, 2022-2032 ($MILLION)
- TABLE 59. ITALY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COMPONENT, 2022-2032 ($MILLION)
- TABLE 60. ITALY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
- TABLE 61. ITALY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY TECHNOLOGY, 2022-2032 ($MILLION)
- TABLE 62. ITALY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY APPLICATION, 2022-2032 ($MILLION)
- TABLE 63. ITALY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY END USER, 2022-2032 ($MILLION)
- TABLE 64. SPAIN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COMPONENT, 2022-2032 ($MILLION)
- TABLE 65. SPAIN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
- TABLE 66. SPAIN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY TECHNOLOGY, 2022-2032 ($MILLION)
- TABLE 67. SPAIN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY APPLICATION, 2022-2032 ($MILLION)
- TABLE 68. SPAIN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY END USER, 2022-2032 ($MILLION)
- TABLE 69. REST OF EUROPE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COMPONENT, 2022-2032 ($MILLION)
- TABLE 70. REST OF EUROPE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
- TABLE 71. REST OF EUROPE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY TECHNOLOGY, 2022-2032 ($MILLION)
- TABLE 72. REST OF EUROPE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY APPLICATION, 2022-2032 ($MILLION)
- TABLE 73. REST OF EUROPE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY END USER, 2022-2032 ($MILLION)
- TABLE 74. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COMPONENT, 2022-2032 ($MILLION)
- TABLE 75. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
- TABLE 76. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY TECHNOLOGY, 2022-2032 ($MILLION)
- TABLE 77. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY APPLICATION, 2022-2032 ($MILLION)
- TABLE 78. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY END USER, 2022-2032 ($MILLION)
- TABLE 79. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COUNTRY, 2022-2032 ($MILLION)
- TABLE 80. CHINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COMPONENT, 2022-2032 ($MILLION)
- TABLE 81. CHINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
- TABLE 82. CHINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY TECHNOLOGY, 2022-2032 ($MILLION)
- TABLE 83. CHINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY APPLICATION, 2022-2032 ($MILLION)
- TABLE 84. CHINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY END USER, 2022-2032 ($MILLION)
- TABLE 85. JAPAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COMPONENT, 2022-2032 ($MILLION)
- TABLE 86. JAPAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
- TABLE 87. JAPAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY TECHNOLOGY, 2022-2032 ($MILLION)
- TABLE 88. JAPAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY APPLICATION, 2022-2032 ($MILLION)
- TABLE 89. JAPAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY END USER, 2022-2032 ($MILLION)
- TABLE 90. INDIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COMPONENT, 2022-2032 ($MILLION)
- TABLE 91. INDIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
- TABLE 92. INDIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY TECHNOLOGY, 2022-2032 ($MILLION)
- TABLE 93. INDIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY APPLICATION, 2022-2032 ($MILLION)
- TABLE 94. INDIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY END USER, 2022-2032 ($MILLION)
- TABLE 95. AUSTRALIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COMPONENT, 2022-2032 ($MILLION)
- TABLE 96. AUSTRALIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
- TABLE 97. AUSTRALIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY TECHNOLOGY, 2022-2032 ($MILLION)
- TABLE 98. AUSTRALIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY APPLICATION, 2022-2032 ($MILLION)
- TABLE 99. AUSTRALIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY END USER, 2022-2032 ($MILLION)
- TABLE 100. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COMPONENT, 2022-2032 ($MILLION)
- TABLE 101. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
- TABLE 102. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY TECHNOLOGY, 2022-2032 ($MILLION)
- TABLE 103. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY APPLICATION, 2022-2032 ($MILLION)
- TABLE 104. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY END USER, 2022-2032 ($MILLION)
- TABLE 105. REST OF ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COMPONENT, 2022-2032 ($MILLION)
- TABLE 106. REST OF ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
- TABLE 107. REST OF ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY TECHNOLOGY, 2022-2032 ($MILLION)
- TABLE 108. REST OF ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY APPLICATION, 2022-2032 ($MILLION)
- TABLE 109. REST OF ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY END USER, 2022-2032 ($MILLION)
- TABLE 110. LAMEA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COMPONENT, 2022-2032 ($MILLION)
- TABLE 111. LAMEA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
- TABLE 112. LAMEA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY TECHNOLOGY, 2022-2032 ($MILLION)
- TABLE 113. LAMEA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY APPLICATION, 2022-2032 ($MILLION)
- TABLE 114. LAMEA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY END USER, 2022-2032 ($MILLION)
- TABLE 115. LAMEA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COUNTRY, 2022-2032 ($MILLION)
- TABLE 116. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COMPONENT, 2022-2032 ($MILLION)
- TABLE 117. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
- TABLE 118. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY TECHNOLOGY, 2022-2032 ($MILLION)
- TABLE 119. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY APPLICATION, 2022-2032 ($MILLION)
- TABLE 120. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY END USER, 2022-2032 ($MILLION)
- TABLE 121. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COMPONENT, 2022-2032 ($MILLION)
- TABLE 122. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
- TABLE 123. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY TECHNOLOGY, 2022-2032 ($MILLION)
- TABLE 124. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY APPLICATION, 2022-2032 ($MILLION)
- TABLE 125. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY END USER, 2022-2032 ($MILLION)
- TABLE 126. AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY COMPONENT, 2022-2032 ($MILLION)
- TABLE 127. AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY DEPLOYMENT MODE, 2022-2032 ($MILLION)
- TABLE 128. AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY TECHNOLOGY, 2022-2032 ($MILLION)
- TABLE 129. AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY APPLICATION, 2022-2032 ($MILLION)
- TABLE 130. AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, BY END USER, 2022-2032 ($MILLION)
- TABLE 131. MICROSOFT CORPORATION: KEY EXECUTIVES
- TABLE 132. MICROSOFT CORPORATION: COMPANY SNAPSHOT
- TABLE 133. MICROSOFT CORPORATION: SERVICE SEGMENTS
- TABLE 134. MICROSOFT CORPORATION: PRODUCT PORTFOLIO
- TABLE 135. MICROSOFT CORPORATION: KEY STRATERGIES
- TABLE 136. INTERNATIONAL BUSINESS MACHINES CORPORATION: KEY EXECUTIVES
- TABLE 137. INTERNATIONAL BUSINESS MACHINES CORPORATION: COMPANY SNAPSHOT
- TABLE 138. INTERNATIONAL BUSINESS MACHINES CORPORATION: SERVICE SEGMENTS
- TABLE 139. INTERNATIONAL BUSINESS MACHINES CORPORATION: PRODUCT PORTFOLIO
- TABLE 140. INTERNATIONAL BUSINESS MACHINES CORPORATION: KEY STRATERGIES
- TABLE 141. AMAZON WEB SERVICES, INC.: KEY EXECUTIVES
- TABLE 142. AMAZON WEB SERVICES, INC.: COMPANY SNAPSHOT
- TABLE 143. AMAZON WEB SERVICES, INC.: SERVICE SEGMENTS
- TABLE 144. AMAZON WEB SERVICES, INC.: PRODUCT PORTFOLIO
- TABLE 145. AMAZON WEB SERVICES, INC.: KEY STRATERGIES
- TABLE 146. GOOGLE LLC: KEY EXECUTIVES
- TABLE 147. GOOGLE LLC: COMPANY SNAPSHOT
- TABLE 148. GOOGLE LLC: SERVICE SEGMENTS
- TABLE 149. GOOGLE LLC: PRODUCT PORTFOLIO
- TABLE 150. GOOGLE LLC: KEY STRATERGIES
- TABLE 151. COGNIZANT: KEY EXECUTIVES
- TABLE 152. COGNIZANT: COMPANY SNAPSHOT
- TABLE 153. COGNIZANT: SERVICE SEGMENTS
- TABLE 154. COGNIZANT: PRODUCT PORTFOLIO
- TABLE 155. COGNIZANT: KEY STRATERGIES
- TABLE 156. DREAMBOX LEARNING, INC.: KEY EXECUTIVES
- TABLE 157. DREAMBOX LEARNING, INC.: COMPANY SNAPSHOT
- TABLE 158. DREAMBOX LEARNING, INC.: SERVICE SEGMENTS
- TABLE 159. DREAMBOX LEARNING, INC.: PRODUCT PORTFOLIO
- TABLE 160. BRIDGEU: K
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