Artificial Intelligence (AI) in Education Market Size By Component, By Deployment, By Technology, By Application, By End-use, Regional Outlook, Growth Potential, Competitive Market Share & Forecast, 2023

Description

List of Tables

Artificial Intelligence (AI) in Education Market is anticipated to grow substantially through 2032, owing to the rising use of AI software systems for personalized learning and online exams. From mobile digital courses to online references and virtual classrooms, artificial intelligence has entirely transformed conventional learning methods in education. Besides, the implementation of chatbots is also increasing across various industries, which will drive the market demand in the next ten years.

Overall, artificial intelligence (AI) in the education market is segmented in terms of component, technology, end-use, application, deployment, and region.

Based on components, the services segment is slated to register sturdy growth during 2023-2032. The segmental growth will be based on the rising deployment and integration of AI-based solutions in educational institutions. Besides, the increasing focus on enhancing the learning experience by schools and colleges will positively influence AI services in education sector.

In terms of technology, the deep learning segment held over 5% market share in 2022 and will further grow by 2032. Deep learning instructions offer advanced and necessary skills to help students deal with and face the world more appropriately, in addition to making them curious, independent learners and thoughtful, productive, active citizens in a democratic society. They are being increasingly used by students and academic institutions.

Considering the end-use, the K-12 education segment accounted for over 30% market share in 2022. The segmental growth is likely to be prominent as K-12 education helps teachers automate the grading system. AI also helps automate workload, design better interventions, and reduce burnout, which will positively increase its adoption in the future.

In terms of application, the intelligent tutoring system (ITS) segment is slated to expand exponentially by 2032 end. Intelligent tutoring systems have been designed to help students learn geography, circuits, computer programming, chemistry, medical diagnoses, physics, mathematics, genetics, and countless other subjects, which will increase its penetration in the foreseeable future.

Based on the deployment model, the on-premises deployment model will register notable gains between 2023 and 2032, as it helps engage learners effectively and increase business revenue with new conversational channels.

Regionally, the North America artificial intelligence (AI) market in the education industry was valued at more than USD 2 billion in 2022. This regional market expansion will be due to the growing penetration of AI services in the education market across the American countries. In addition, a vast amount of government funds and the presence of some leading giants such as Microsoft, Google, and IBM will positively influence overall regional growth in the next decade.

Product Code: 2639

Chapter 1 Methodology & Scope

1.1 Market Definitions
1.2 Base estimates & calculations
1.3 Forecast calculation
1.4 Data sources
- 1.4.1 Primary
- 1.4.2 Secondary
  - 1.4.2.1 Paid sources
  - 1.4.2.2 Public sources

Chapter 2 Executive Summary

2.1 AI in Education market 360 degree synopsis, 2018 - 2032
2.2 Business Trends
- 2.2.1 Total addressable market(TAM)
2.3 Regional trends
2.4 Component trends
2.5 Deployment trends
2.6 Technology trends
2.7 Application trends
2.8 End-use trends

Chapter 3 AI in Education Market Insights

3.1 Introduction
3.2 Impact of COVID-19 outbreak
- 3.2.1 North America
- 3.2.2 Europe
- 3.2.3 Asia Pacific
- 3.2.4 Latin America
- 3.2.5 MEA
3.3 Russia- Ukraine war impact on AI in Education market
3.4 AI in education industry ecosystem analysis
- 3.4.1 Hardware provider
- 3.4.2 AI in education software providers
- 3.4.3 Cloud service providers
- 3.4.4 End users
- 3.4.5 Profit margin
- 3.4.6 Vendor matrix
3.5 Technology & innovation landscape
- 3.5.1 Chatbot
- 3.5.2 Video analytics
- 3.5.3 Augmented reality and virtual reality
- 3.5.4 Education neuroscience
3.6 Use cases
3.7 Patent analysis
3.8 Investment portfolio
3.9 Key initiatives and news
3.10 Regulatory landscape
- 3.10.1 North America
- 3.10.2 Europe
- 3.10.3 Asia Pacific
- 3.10.4 Latin America
- 3.10.5 MEA
3.11 Industry impact forces
- 3.11.1 Growth drivers
  - 3.11.1.1 Increasing venture capital investments in AI and EdTech
  - 3.11.1.2 Exponentially growing digital data
  - 3.11.1.3 Growing integration of ITS in the learning process
  - 3.11.1.4 Increasing partnerships with education content providers
  - 3.11.1.5 Rising adoption of cloud-based service
- 3.11.2 Industry pitfalls & challenges
  - 3.11.2.1 Data safety & security issues
  - 3.11.2.2 Limitation of ITS
  - 3.11.2.3 Lack of skilled professionals
3.12 Growth potential analysis
3.13 Porter's analysis
3.14 PESTEL analysis

Chapter 4 Competitive Landscape, 2022

4.1 Introduction
4.2 Company market share, 2022
4.3 Competitive analysis of major market players, 2022
- 4.3.1 Amazon Web Services (AWS)
- 4.3.2 Google Inc
- 4.3.3 International Business Machines Corporation(IBM)
- 4.3.4 Microsoft Corporation
- 4.3.5 Blackboard Inc
4.4 Competitive analysis of innovative market players, 2022
- 4.4.1 Cognii
- 4.4.2 Knewton
- 4.4.3 PLEIQ
- 4.4.4 Luilishuo
4.5 Competitive positioning matrix
4.6 Stratgic outlook matrix

Chapter 5 AI in Education Market, By Component

5.1 Key trends, by component
5.2 Solution
- 5.2.1 Market estimates and forecast, 2018 - 2032
5.3 Services
- 5.3.1 Market estimates and forecast, 2018 - 2032
- 5.3.2 Professional Service
  - 5.3.2.1 Market estimates and forecast, 2018 - 2032
- 5.3.3 Managed Service
  - 5.3.3.1 Market estimates and forecast, 2018 - 2032

Chapter 6 AI in Education Market, By Deployment

6.1 Key trends, by Deployment
6.2 Cloud
- 6.2.1 Market estimates and forecast, 2018 - 2032
6.3 On-premise
- 6.3.1 Market estimates and forecast, 2018 - 2032

Chapter 7 AI in Education Market, By Technology

7.1 Key trends, by Technology
7.2 Machine Learning
- 7.2.1 Market estimates and forecast, 2018 - 2032
7.3 Deep learning
- 7.3.1 Market estimates and forecast, 2018 - 2032
7.4 Natural Language Processing
- 7.4.1 Market estimates and forecast, 2018 - 2032
7.5 Others
- 7.5.1 Market estimates and forecast, 2018 - 2032

Chapter 8 AI in Education Market, By Application

8.1 Key trends, by application
8.2 Learning platform & virtual facilitators
- 8.2.1 Market estimates and forecast, 2018 - 2032
8.3 Intelligent tutoring system
- 8.3.1 Market estimates and forecast, 2018 - 2032
8.4 Smart content
- 8.4.1 Market estimates and forecast, 2018 - 2032
8.5 Fraud and risk management
- 8.5.1 Market estimates and forecast, 2018 - 2032
8.6 Others
- 8.6.1 Market estimates and forecast, 2018 - 2032

Chapter 9 AI in Education Market, By End-use

9.1 Key trends, by Technology
9.2 Higher education
- 9.2.1 Market estimates and forecast, 2018 - 2032
9.3 K-12 education
- 9.3.1 Market estimates and forecast, 2018 - 2032
9.4 Corporate training
- 9.4.1 Market estimates and forecast, 2018 - 2032

Chapter 10 AI in Education Market, By Region

10.1 Key trends, by region
10.2 North America
- 10.2.1 Market estimates and forecast, by component, 2018 - 2032
  - 10.2.1.1 Market estimates and forecast, by services, 2018 - 2032
- 10.2.2 Market estimates and forecast, by deployment, 2018 - 2032
- 10.2.3 Market estimates and forecast, by technology, 2018 - 2032
- 10.2.4 Market estimates and forecast, by application, 2018 - 2032
- 10.2.5 Market estimates and forecast, by end-use, 2018 - 2032
- 10.2.6 U.S.
  - 10.2.6.1 Market estimates and forecast, by component, 2018 - 2032
    - 10.2.6.1.1 Market estimates and forecast, by services, 2018 - 2032
  - 10.2.6.2 Market estimates and forecast, by deployment, 2018 - 2032
  - 10.2.6.3 Market estimates and forecast, by technology, 2018 - 2032
  - 10.2.6.4 Market estimates and forecast, by application 2018 - 2032
  - 10.2.6.5 Market estimates and forecast, by end-use 2018 - 2032
- 10.2.7 Canada
  - 10.2.7.1 Market estimates and forecast, by component, 2018 - 2032
    - 10.2.7.1.1 Market estimates and forecast, by services, 2018 - 2032
  - 10.2.7.2 Market estimates and forecast, by deployment, 2018 - 2032
  - 10.2.7.3 Market estimates and forecast, by technology, 2018 - 2032
  - 10.2.7.4 Market estimates and forecast, by application 2018 - 2032
  - 10.2.7.5 Market estimates and forecast, by end-use 2018 - 2032
10.3 Europe
- 10.3.1 Market estimates and forecast, by component, 2018 - 2032
  - 10.3.1.1 Market estimates and forecast, by services, 2018 - 2032
- 10.3.2 Market estimates and forecast, by deployment, 2018 - 2032
- 10.3.3 Market estimates and forecast, by technology, 2018 - 2032
- 10.3.4 Market estimates and forecast, by application, 2018 - 2032
- 10.3.5 Market estimates and forecast, by end-use, 2018 - 2032
- 10.3.6 UK
  - 10.3.6.1 Market estimates and forecast, by component, 2018 - 2032
    - 10.3.6.1.1 Market estimates and forecast, by services, 2018 - 2032
  - 10.3.6.2 Market estimates and forecast, by deployment, 2018 - 2032
  - 10.3.6.3 Market estimates and forecast, by technology, 2018 - 2032
  - 10.3.6.4 Market estimates and forecast, by application 2018 - 2032
  - 10.3.6.5 Market estimates and forecast, by end-use 2018 - 2032
- 10.3.7 Germany
  - 10.3.7.1 Market estimates and forecast, by component, 2018 - 2032
    - 10.3.7.1.1 Market estimates and forecast, by services, 2018 - 2032
  - 10.3.7.2 Market estimates and forecast, by deployment, 2018 - 2032
  - 10.3.7.3 Market estimates and forecast, by technology, 2018 - 2032
  - 10.3.7.4 Market estimates and forecast, by application 2018 - 2032
  - 10.3.7.5 Market estimates and forecast, by end-use 2018 - 2032
- 10.3.8 France
  - 10.3.8.1 Market estimates and forecast, by component, 2018 - 2032
    - 10.3.8.1.1 Market estimates and forecast, by services, 2018 - 2032
  - 10.3.8.2 Market estimates and forecast, by deployment, 2018 - 2032
  - 10.3.8.3 Market estimates and forecast, by technology, 2018 - 2032
  - 10.3.8.4 Market estimates and forecast, by application 2018 - 2032
  - 10.3.8.5 Market estimates and forecast, by end-use 2018 - 2032
- 10.3.9 Italy
  - 10.3.9.1 Market estimates and forecast, by component, 2018 - 2032
    - 10.3.9.1.1 Market estimates and forecast, by services, 2018 - 2032
  - 10.3.9.2 Market estimates and forecast, by deployment, 2018 - 2032
  - 10.3.9.3 Market estimates and forecast, by technology, 2018 - 2032
  - 10.3.9.4 Market estimates and forecast, by application 2018 - 2032
  - 10.3.9.5 Market estimates and forecast, by end-use 2018 - 2032
- 10.3.10 Spain
  - 10.3.10.1 Market estimates and forecast, by component, 2018 - 2032
    - 10.3.10.1.1 Market estimates and forecast, by services, 2018 - 2032
  - 10.3.10.2 Market estimates and forecast, by deployment, 2018 - 2032
  - 10.3.10.3 Market estimates and forecast, by technology, 2018 - 2032
  - 10.3.10.4 Market estimates and forecast, by application 2018 - 2032
  - 10.3.10.5 Market estimates and forecast, by end-use 2018 - 2032
10.4 Asia Pacific
- 10.4.1 Market estimates and forecast, by component, 2018 - 2032
  - 10.4.1.1 Market estimates and forecast, by services, 2018 - 2032
- 10.4.2 Market estimates and forecast, by deployment, 2018 - 2032
- 10.4.3 Market estimates and forecast, by technology, 2018 - 2032
- 10.4.4 Market estimates and forecast, by application, 2018 - 2032
- 10.4.5 Market estimates and forecast, by end-use, 2018 - 2032
- 10.4.6 China
  - 10.4.6.1 Market estimates and forecast, by component, 2018 - 2032
    - 10.4.6.1.1 Market estimates and forecast, by services, 2018 - 2032
  - 10.4.6.2 Market estimates and forecast, by deployment, 2018 - 2032
  - 10.4.6.3 Market estimates and forecast, by technology, 2018 - 2032
  - 10.4.6.4 Market estimates and forecast, by application 2018 - 2032
  - 10.4.6.5 Market estimates and forecast, by end-use 2018 - 2032
- 10.4.7 India
  - 10.4.7.1 Market estimates and forecast, by component, 2018 - 2032
    - 10.4.7.1.1 Market estimates and forecast, by services, 2018 - 2032
  - 10.4.7.2 Market estimates and forecast, by deployment, 2018 - 2032
  - 10.4.7.3 Market estimates and forecast, by technology, 2018 - 2032
  - 10.4.7.4 Market estimates and forecast, by application 2018 - 2032
  - 10.4.7.5 Market estimates and forecast, by end-use 2018 - 2032
- 10.4.8 Japan
  - 10.4.8.1 Market estimates and forecast, by component, 2018 - 2032
    - 10.4.8.1.1 Market estimates and forecast, by services, 2018 - 2032
  - 10.4.8.2 Market estimates and forecast, by deployment, 2018 - 2032
  - 10.4.8.3 Market estimates and forecast, by technology, 2018 - 2032
  - 10.4.8.4 Market estimates and forecast, by application 2018 - 2032
  - 10.4.8.5 Market estimates and forecast, by end-use 2018 - 2032
- 10.4.9 Australia
  - 10.4.9.1 Market estimates and forecast, by component, 2018 - 2032
    - 10.4.9.1.1 Market estimates and forecast, by services, 2018 - 2032
  - 10.4.9.2 Market estimates and forecast, by deployment, 2018 - 2032
  - 10.4.9.3 Market estimates and forecast, by technology, 2018 - 2032
  - 10.4.9.4 Market estimates and forecast, by application 2018 - 2032
  - 10.4.9.5 Market estimates and forecast, by end-use 2018 - 2032
- 10.4.10 South Korea
  - 10.4.10.1 Market estimates and forecast, by component, 2018 - 2032
    - 10.4.10.1.1 Market estimates and forecast, by services, 2018 - 2032
  - 10.4.10.2 Market estimates and forecast, by deployment, 2018 - 2032
  - 10.4.10.3 Market estimates and forecast, by technology, 2018 - 2032
  - 10.4.10.4 Market estimates and forecast, by application 2018 - 2032
  - 10.4.10.5 Market estimates and forecast, by end-use 2018 - 2032
10.5 Latin America
- 10.5.1 Market estimates and forecast, by component, 2018 - 2032
  - 10.5.1.1 Market estimates and forecast, by services, 2018 - 2032
- 10.5.2 Market estimates and forecast, by deployment, 2018 - 2032
- 10.5.3 Market estimates and forecast, by technology, 2018 - 2032
- 10.5.4 Market estimates and forecast, by application, 2018 - 2032
- 10.5.5 Market estimates and forecast, by end-use, 2018 - 2032
- 10.5.6 Brazil
  - 10.5.6.1 Market estimates and forecast, by component, 2018 - 2032
    - 10.5.6.1.1 Market estimates and forecast, by services, 2018 - 2032
  - 10.5.6.2 Market estimates and forecast, by deployment, 2018 - 2032
  - 10.5.6.3 Market estimates and forecast, by technology, 2018 - 2032
  - 10.5.6.4 Market estimates and forecast, by application 2018 - 2032
  - 10.5.6.5 Market estimates and forecast, by end-use 2018 - 2032
- 10.5.7 Mexico
  - 10.5.7.1 Market estimates and forecast, by component, 2018 - 2032
    - 10.5.7.1.1 Market estimates and forecast, by services, 2018 - 2032
  - 10.5.7.2 Market estimates and forecast, by deployment, 2018 - 2032
  - 10.5.7.3 Market estimates and forecast, by technology, 2018 - 2032
  - 10.5.7.4 Market estimates and forecast, by application 2018 - 2032
  - 10.5.7.5 Market estimates and forecast, by end-use 2018 - 2032
- 10.5.8 Argentina
  - 10.5.8.1 Market estimates and forecast, by component, 2018 - 2032
    - 10.5.8.1.1 Market estimates and forecast, by services, 2018 - 2032
  - 10.5.8.2 Market estimates and forecast, by deployment, 2018 - 2032
  - 10.5.8.3 Market estimates and forecast, by technology, 2018 - 2032
  - 10.5.8.4 Market estimates and forecast, by application 2018 - 2032
  - 10.5.8.5 Market estimates and forecast, by end-use 2018 - 2032
10.6 MEA
- 10.6.1 Market estimates and forecast, by component, 2018 - 2032
  - 10.6.1.1 Market estimates and forecast, by services, 2018 - 2032
- 10.6.2 Market estimates and forecast, by deployment, 2018 - 2032
- 10.6.3 Market estimates and forecast, by technology, 2018 - 2032
- 10.6.4 Market estimates and forecast, by application, 2018 - 2032
- 10.6.5 Market estimates and forecast, by end-use, 2018 - 2032
- 10.6.6 UAE
  - 10.6.6.1 Market estimates and forecast, by component, 2018 - 2032
    - 10.6.6.1.1 Market estimates and forecast, by services, 2018 - 2032
  - 10.6.6.2 Market estimates and forecast, by deployment, 2018 - 2032
  - 10.6.6.3 Market estimates and forecast, by technology, 2018 - 2032
  - 10.6.6.4 Market estimates and forecast, by application 2018 - 2032
  - 10.6.6.5 Market estimates and forecast, by end-use 2018 - 2032
- 10.6.7 Saudi Arabia
  - 10.6.7.1 Market estimates and forecast, by component, 2018 - 2032
    - 10.6.7.1.1 Market estimates and forecast, by services, 2018 - 2032
  - 10.6.7.2 Market estimates and forecast, by deployment, 2018 - 2032
  - 10.6.7.3 Market estimates and forecast, by technology, 2018 - 2032
  - 10.6.7.4 Market estimates and forecast, by application 2018 - 2032
  - 10.6.7.5 Market estimates and forecast, by end-use 2018 - 2032
- 10.6.8 South Africa
  - 10.6.8.1 Market estimates and forecast, by component, 2018 - 2032
    - 10.6.8.1.1 Market estimates and forecast, by services, 2018 - 2032
  - 10.6.8.2 Market estimates and forecast, by deployment, 2018 - 2032
  - 10.6.8.3 Market estimates and forecast, by technology, 2018 - 2032
  - 10.6.8.4 Market estimates and forecast, by application 2018 - 2032
  - 10.6.8.5 Market estimates and forecast, by end-use 2018 - 2032

Chapter 11 Company Profiles

11.1 Amazon Web Services (AWS)
- 11.1.1 Business Overview
- 11.1.2 Financial Data
- 11.1.3 Product Landscape
- 11.1.4 Strategic Outlook
- 11.1.5 SWOT Analysis
11.2 Blackboard Inc.
- 11.2.1 Business Overview
- 11.2.2 Financial Data
- 11.2.3 Product Landscape
- 11.2.4 Strategic Outlook
- 11.2.5 SWOT Analysis
11.3 Blipper
- 11.3.1 Business Overview
- 11.3.2 Financial Data
- 11.3.3 Product Landscape
- 11.3.4 Strategic Outlook
- 11.3.5 SWOT Analysis
11.4 Century Tech limited
- 11.4.1 Business Overview
- 11.4.2 Financial Data
- 11.4.3 Product Landscape
- 11.4.4 Strategic Outlook
- 11.4.5 SWOT Analysis
11.5 Cerevrum Inc
- 11.5.1 Business Overview
- 11.5.2 Financial Data
- 11.5.3 Product Landscape
- 11.5.4 Strategic Outlook
- 11.5.5 SWOT Analysis
11.6 CheckiO
- 11.6.1 Business Overview
- 11.6.2 Financial Data
- 11.6.3 Product Landscape
- 11.6.4 Strategic Outlook
- 11.6.5 SWOT Analysis
11.7 Pearson PLC
- 11.7.1 Business Overview
- 11.7.2 Financial Data
- 11.7.3 Product Landscape
- 11.7.4 Strategic Outlook
- 11.7.5 SWOT Analysis
11.8 TrueShelf
- 11.8.1 Business Overview
- 11.8.2 Financial Data
- 11.8.3 Product Landscape
- 11.8.4 Strategic Outlook
- 11.8.5 SWOT Analysis
11.9 Querium Corporation
- 11.9.1 Business Overview
- 11.9.2 Financial Data
- 11.9.3 Product Landscape
- 11.9.4 Strategic Outlook
- 11.9.5 SWOT Analysis
11.10 Knewton
- 11.10.1 Business Overview
- 11.10.2 Financial Data
- 11.10.3 Product Landscape
- 11.10.4 Strategic Outlook
- 11.10.5 SWOT Analysis
11.11 Cognii Inc.
- 11.11.1 Business Overview
- 11.11.2 Financial Data
- 11.11.3 Product Landscape
- 11.11.4 Strategic Outlook
- 11.11.5 SWOT Analysis
11.12 Google Inc
- 11.12.1 Business Overview
- 11.12.2 Financial Data
- 11.12.3 Product Landscape
- 11.12.4 Strategic Outlook
- 11.12.5 SWOT Analysis
11.13 Microsoft Corporation
- 11.13.1 Business Overview
- 11.13.2 Financial Data
- 11.13.3 Product Landscape
- 11.13.4 Strategic Outlook
- 11.13.5 SWOT Analysis
11.14 IBM Corporation
- 11.14.1 Business Overview
- 11.14.2 Financial Data
- 11.14.3 Product Landscape
- 11.14.4 Strategic Outlook
- 11.14.5 SWOT Analysis
11.15 Jenzabar Inc.
- 11.15.1 Business Overview
- 11.15.2 Financial Data
- 11.15.3 Product Landscape
- 11.15.4 Strategic Outlook
- 11.15.5 SWOT Analysis
11.16 Yuguan Information Tehnology LLC
- 11.16.1 Business Overview
- 11.16.2 Financial Data
- 11.16.3 Product Landscape
- 11.16.4 Strategic Outlook
- 11.16.5 SWOT Analysis
11.17 Pixatel Systems
- 11.17.1 Business Overview
- 11.17.2 Financial Data
- 11.17.3 Product Landscape
- 11.17.4 Strategic Outlook
- 11.17.5 SWOT Analysis
11.18 PleiQ Smart Toys SpA
- 11.18.1 Business Overview
- 11.18.2 Financial Data
- 11.18.3 Product Landscape
- 11.18.4 Strategic Outlook
- 11.18.5 SWOT Analysis
11.19 Quantum Adaptive Learning LLC.
- 11.19.1 Business Overview
- 11.19.2 Financial Data
- 11.19.3 Product Landscape
- 11.19.4 Strategic Outlook
- 11.19.5 SWOT Analysis
11.20 Squirrel AI
- 11.20.1 Business Overview
- 11.20.2 Financial Data
- 11.20.3 Product Landscape
- 11.20.4 Strategic Outlook
- 11.20.5 SWOT Analysis

Data Tables

TABLE 1. AI in Education market size, 2018-2022(USD Million)
TABLE 2. AI in Education market size, 2023-2032(USD Million)
TABLE 3. AI in Education TAM, 2023-2032 (USD Billions)
TABLE 4. AI in Education market size, by region, 2018-2022(USD Million)
TABLE 5. AI in Education market size, by region, 2023-2032(USD Million)
TABLE 6. AI in Education market size, by component, 2018-2022(USD Million)
TABLE 7. AI in Education market size, by component, 2023-2032(USD Million)
TABLE 8. AI in Education market size, by deployment, 2018-2022(USD Million)
TABLE 9. AI in Education market size, by deployment, 2023-2032(USD Million)
TABLE 10. AI in Education market size, by technology, 2018-2022(USD Million)
TABLE 11. AI in Education market size, by technology, 2023-2032(USD Million)
TABLE 12. AI in Education market size, by application, 2018-2022(USD Million)
TABLE 13. AI in Education market size, by application, 2023-2032(USD Million)
TABLE 14. AI in Education market size, by end-use, 2018-2022(USD Million)
TABLE 15. AI in Education market size, by end-use, 2023-2032(USD Million)
TABLE 16. Vendor matrix
TABLE 17. Industry impact forces
TABLE 18. Solution market estimate and forecast, 2018-2022(USD Million)
TABLE 19. Solution market estimate and forecast, 2023-2032(USD Million)
TABLE 20. Services market estimate and forecast, 2018-2022(USD Million)
TABLE 21. Services market estimate and forecast, 2023-2032(USD Million)
TABLE 22. Professional services market estimate and forecast, 2018-2022(USD Million)
TABLE 23. Professional services market estimate and forecast, 2023-2032(USD Million)
TABLE 24. Managed services market estimate and forecast, 2018-2022(USD Million)
TABLE 25. Managed services market estimate and forecast, 2023-2032(USD Million)
TABLE 26. Cloud market estimate and forecast, 2018-2022(USD Million)
TABLE 27. Cloud market estimate and forecast, 2023-2032(USD Million)
TABLE 28. On-premise market estimate and forecast, 2018-2022(USD Million)
TABLE 29. On-premise market estimate and forecast, 2023-2032(USD Million)
TABLE 30. Machine learning market estimate and forecast, 2018-2022(USD Million)
TABLE 31. Machine learning market estimate and forecast, 2023-2032(USD Million)
TABLE 32. Natural Language Processing (NLP) market estimate and forecast, 2018-2022(USD Million)
TABLE 33. Natural Language Processing (NLP market estimate and forecast, 2023-2032(USD Million)
TABLE 34. Deep Learning market estimate and forecast, 2018-2022(USD Million)
TABLE 35. Deep Learning market estimate and forecast, 2023-2032(USD Million)
TABLE 36. Others market estimate and forecast, 2018-2022(USD Million)
TABLE 37. Others market estimate and forecast, 2023-2032(USD Million)
TABLE 38. Learning platform & virtual facilitators market estimate and forecast, 2018-2022(USD Million)
TABLE 39. Learning platform & virtual facilitators market estimate and forecast, 2023-2032(USD Million)
TABLE 40. Intelligent tutoring system market estimate and forecast, 2018-2022(USD Million)
TABLE 41. Intelligent tutoring system market estimate and forecast, 2023-2032(USD Million)
TABLE 42. Smart content market estimate and forecast, 2018-2022(USD Million)
TABLE 43. Smart content market estimate and forecast, 2023-2032(USD Million)
TABLE 44. Fraud and risk management market estimate and forecast, 2018-2022(USD Million)
TABLE 45. Fraud and risk management market estimate and forecast, 2023-2032(USD Million)
TABLE 46. Others market estimates and forecast, 2018-2022(USD Million)
TABLE 47. Others market estimates and forecast, 2023-2032(USD Million)
TABLE 48. Higher education market estimate and forecast, 2018-2022(USD Million)
TABLE 49. Higher education market estimate and forecast, 2023-2032(USD Million)
TABLE 50. K-12 education market estimate and forecast, 2018-2022(USD Million)
TABLE 51. K-12 education market estimate and forecast, 2023-2032(USD Million)
TABLE 52. Corporate learning market estimates and forecast, 2018-2022(USD Million)
TABLE 53. Corporate learning estimates and forecast, 2023-2032(USD Million)
TABLE 54. North America AI in Education market estimates and forecast, 2018-2022(USD Million)
TABLE 55. North America AI in Education market estimates and forecast, 2023-2032(USD Million)
TABLE 56. North America AI in Education market, by component, 2018-2022(USD Million)
TABLE 57. North America AI in Education market, by component, 2023-2032(USD Million)
TABLE 58. North America AI in Education market size, by service, 2018-2022(USD Million)
TABLE 59. North America AI in Education market size, by service, 2023-2032(USD Million)
TABLE 60. North America AI in Education market size, by deployment, 2018-2022(USD Million)
TABLE 61. North America AI in Education market size, by deployment, 2023-2032(USD Million)
TABLE 62. North America AI in Education market size, by technology, 2018-2022(USD Million)
TABLE 63. North America AI in Education market size, by technology, 2023-2032(USD Million)
TABLE 64. North America AI in Education market size, by application, 2018-2022(USD Million)
TABLE 65. North America AI in Education market size, by application, 2023-2032(USD Million)
TABLE 66. North America AI in Education market size, by end-use, 2018-2022(USD Million)
TABLE 67. North America AI in Education market size, by end-use, 2023-2032(USD Million)
TABLE 68. US AI in Education market estimates and forecast, 2018-2022(USD Million)
TABLE 69. US AI in Education market estimates and forecast, 2023-2032(USD Million)
TABLE 70. U.S. AI in Education market, by component, 2018-2022(USD Million)
TABLE 71. U.S. AI in Education market, by component, 2023-2032(USD Million)
TABLE 72. U.S. AI in Education market size, by service, 2018-2022(USD Million)
TABLE 73. U.S. AI in Education market size, by service, 2023-2032(USD Million)
TABLE 74. U.S. AI in Education market size, by deployment, 2018-2022(USD Million)
TABLE 75. U.S. AI in Education market size, by deployment, 2023-2032(USD Million)
TABLE 76. U.S. AI in Education market size, by technology, 2018-2022(USD Million)
TABLE 77. U.S. AI in Education market size, by technology, 2023-2032(USD Million)
TABLE 78. U.S. AI in Education market size, by application, 2018-2022(USD Million)
TABLE 79. U.S. AI in Education market size, by application, 2023-2032(USD Million)
TABLE 80. U.S. AI in Education market size, by end-use, 2018-2022(USD Million)
TABLE 81. U.S. AI in Education market size, by end-use, 2023-2032(USD Million)
TABLE 82. Canada AI in Education market estimates and forecast, 2018-2022(USD Million)
TABLE 83. Canada AI in Education market estimates and forecast, 2023-2032(USD Million)
TABLE 84. Canada AI in Education market, by component, 2018-2022(USD Million)
TABLE 85. Canada AI in Education market, by component, 2023-2032(USD Million)
TABLE 86. Canada AI in Education market size, by service, 2018-2022(USD Million)
TABLE 87. Canada AI in Education market size, by service, 2023-2032(USD Million)
TABLE 88. Canada AI in Education market size, by deployment, 2018-2022(USD Million)
TABLE 89. Canada AI in Education market size, by deployment, 2023-2032(USD Million)
TABLE 90. Canada AI in Education market size, by technology, 2018-2022(USD Million)
TABLE 91. Canada AI in Education market size, by technology, 2023-2032(USD Million)
TABLE 92. Canada AI in Education market size, by application, 2018-2022(USD Million)
TABLE 93. Canada AI in Education market size, by application, 2023-2032(USD Million)
TABLE 94. Canada AI in Education market size, by end-use, 2018-2022(USD Million)
TABLE 95. Canada AI in Education market size, by end-use, 2023-2032(USD Million)
TABLE 96. Europe AI in Education market estimates and forecast, 2018-2022(USD Million)
TABLE 97. Europe AI in Education market estimates and forecast, 2023-2032(USD Million)
TABLE 98. Europe AI in Education market, by component, 2018-2022(USD Million)
TABLE 99. Europe AI in Education market, by component, 2023-2032(USD Million)
TABLE 100. Europe AI in Education market size, by service, 2018-2022(USD Million)
TABLE 101. Europe AI in Education market size, by service, 2023-2032(USD Million)
TABLE 102. Europe AI in Education market size, by deployment, 2018-2022(USD Million)
TABLE 103. Europe AI in Education market size, by deployment, 2023-2032(USD Million)
TABLE 104. Europe AI in Education market size, by technology, 2018-2022(USD Million)
TABLE 105. Europe AI in Education market size, by technology, 2023-2032(USD Million)
TABLE 106. Europe AI in Education market size, by application, 2018-2022(USD Million)
TABLE 107. Europe AI in Education market size, by application, 2023-2032(USD Million)
TABLE 108. Europe AI in Education market size, by end-use, 2018-2022(USD Million)
TABLE 109. Europe AI in Education market size, by end-use, 2023-2032(USD Million)
TABLE 110. UK AI in Education market estimates and forecast, 2018-2022(USD Million)
TABLE 111. UK AI in Education market estimates and forecast, 2023-2032(USD Million)
TABLE 112. UK AI in Education market, by component, 2018-2022(USD Million)
TABLE 113. UK AI in Education market, by component, 2023-2032(USD Million)
TABLE 114. UK AI in Education market size, by service, 2018-2022(USD Million)
TABLE 115. UK AI in Education market size, by service, 2023-2032(USD Million)
TABLE 116. UK AI in Education market size, by deployment, 2018-2022(USD Million)
TABLE 117. UK AI in Education market size, by deployment, 2023-2032(USD Million)
TABLE 118. UK AI in Education market size, by technology, 2018-2022(USD Million)
TABLE 119. UK AI in Education market size, by technology, 2023-2032(USD Million)
TABLE 120. UK AI in Education market size, by application, 2018-2022(USD Million)
TABLE 121. UK AI in Education market size, by application, 2023-2032(USD Million)
TABLE 122. UK AI in Education market size, by end-use, 2018-2022(USD Million)
TABLE 123. UK AI in Education market size, by end-use, 2023-2032(USD Million)
TABLE 124. Germany AI in Education market estimates and forecast, 2018-2022(USD Million)
TABLE 125. Germany AI in Education market estimates and forecast, 2023-2032(USD Million)
TABLE 126. Germany AI in Education market, by component, 2018-2022(USD Million)
TABLE 127. Germany AI in Education market, by component, 2023-2032(USD Million)
TABLE 128. Germany AI in Education market size, by service, 2018-2022(USD Million)
TABLE 129. Germany AI in Education market size, by service, 2023-2032(USD Million)
TABLE 130. Germany AI in Education market size, by deployment, 2018-2022(USD Million)
TABLE 131. Germany AI in Education market size, by deployment, 2023-2032(USD Million)
TABLE 132. Germany AI in Education market size, by technology, 2018-2022(USD Million)
TABLE 133. Germany AI in Education market size, by technology, 2023-2032(USD Million)
TABLE 134. Germany AI in Education market size, by application, 2018-2022(USD Million)
TABLE 135. Germany AI in Education market size, by application, 2023-2032(USD Million)
TABLE 136. Germany AI in Education market size, by end-use, 2018-2022(USD Million)
TABLE 137. Germany AI in Education market size, by end-use, 2023-2032(USD Million)
TABLE 138. France AI in Education market estimates and forecast, 2018-2022(USD Million)
TABLE 139. France AI in Education market estimates and forecast, 2023-2032(USD Million)
TABLE 140. France AI in Education market, by component, 2018-2022(USD Million)
TABLE 141. France AI in Education market, by component, 2023-2032(USD Million)
TABLE 142. France AI in Education market size, by service, 2018-2022(USD Million)
TABLE 143. France AI in Education market size, by service, 2023-2032(USD Million)
TABLE 144. France AI in Education market size, by deployment, 2018-2022(USD Million)
TABLE 145. France AI in Education market size, by deployment, 2023-2032(USD Million)
TABLE 146. France AI in Education market size, by technology, 2018-2022(USD Million)
TABLE 147. France AI in Education market size, by technology, 2023-2032(USD Million)
TABLE 148. France AI in Education market size, by application, 2018-2022(USD Million)
TABLE 149. France AI in Education market size, by application, 2023-2032(USD Million)
TABLE 150. France AI in Education market size, by end-use, 2018-2022(USD Million)