Artificial Intelligence (AI) in Education Market Size By Component (Solution, Service [Professional Service, Managed Service]), By Deployment (On-premise, Cloud), By Technology (Machine Learning, Deep Learning, Natural Language Processing (NLP)), By Appli

Artificial Intelligence (AI) in Education Market Size By Component (Solution, Service [Professional Service, Managed Service]), By Deployment (On-premise, Cloud), By Technology (Machine Learning, Deep Learning, Natural Language Processing (NLP)), By Application (Learning Platform & Virtual Facilitators, Intelligent Tutoring System (ITS), Smart Content, Fraud & Risk Management), By End-use (Higher Education, K-12 Education, Corporate Learning), COVID-19 Impact Analysis, Regional Outlook, Growth Potential, Competitive Market Share & Forecast, 2022 - 2030

The global artificial intelligence (AI) in education market is expected to grow at an exponential rate through 2030 owing to growing investments in the advancement of AI technology.

Recently, key players in the AI in education industry have been increasingly collaborating with competitors to enhance their business standing, which has improved overall market dynamics. For instance, in June 2022, the Ministry of Education partnered with Amazon Web Services (AWS) to teach machine learning (ML) and cloud computing skills to higher education students in India.

Amazon Internet Services Private Limited (AISPL), which handles the resale and marketing of AWS in India, and the All India Council for Technical Education (AICTE), a statutory entity under the Indian Ministry inked a Memorandum of Understanding (MoU). The new partnership complemented the Ministry's initiatives to provide students with essential technological know-how and sharpen the focus to establish an Indian workforce that is equipped with these digital skills. This initiative was extended by thousands of AICTE-affiliated universities to help students across the nation.

Furthermore, to help students provide robust technological resources and advanced facilities, industry players are also accelerating product development and innovation, which has significantly fostered the product outlook of the artificial intelligence (AI) in education market. To cite an instance, in November 2020, Blackboard Inc., a major EdTech software and solutions provider, introduced Blackboard Assist, a new feature within the firm's premier cloud learning management system (LMS), Blackboard Learn, to provide higher education students with services and resources to help them succeed in college. The novel feature allows students to connect directly with both tailored third-party help services as well as support services within their institution.

The artificial intelligence (AI) in education market has been bifurcated in terms of component, technology, end-use, application, deployment model, and region.

Based on application, the industry has been divided into fraud & risk management, intelligent tutoring system, learning platforms & virtual facilitators, smart content, and others. The fraud & risk management segment is expected to depict a CAGR of around 50% over the review timeline due to increasing awareness among people concerning online banking frauds.

From the regional perspective, the Latin America artificial intelligence (AI) in education market is set to register notable growth at a CAGR of more than 50% through 2030 because of growing investments in AI technology in the LATAM region. Meanwhile, the MEA artificial intelligence (AI) in education industry garnered a market share of approximately 3% in 2021 and is speculated to expand significantly over the forecast period owing to soaring demand for online education platforms in the Middle East & Africa region.


Chapter 1 Methodology & Scope
1.1 Scope & definitions
1.2 Methodology and forecast parameters
1.3 COVID-19 impact
1.3.1 North America
1.3.2 Europe
1.3.3 Asia Pacific
1.3.4 Latin America
1.3.5 MEA
1.4 Regional factors
1.4.1 North America
1.4.2 Europe
1.4.3 Asia Pacific
1.4.4 Latin America
1.4.5 MEA
1.5 Data Sources
1.5.1 Secondary
1.5.2 Primary
1.6 Glossary
Chapter 2 Executive Summary
2.1 AI in education industry 360 degree synopsis, 2018 - 2030
2.2 Business trends
2.3 Regional trends
2.4 Component trends
2.5 Deployment model trends
2.6 Technology trends
2.7 Application trends
2.8 End-use trends
Chapter 3 AI in Education Industry Insights
3.1 Introduction
3.2 Impact of COVID-19 outbreak
3.2.1 Global outlook
3.2.2 Regional outlook
3.2.2.1 North America
3.2.2.2 Europe
3.2.2.3 Asia Pacific
3.2.2.4 Latin America
3.2.2.5 Middle East & Africa
3.2.3 Industry value chain
3.2.3.1 AI in education providers
3.2.3.2 Marketing & distribution channel
3.2.4 Competitive landscape
3.2.4.1 Strategy
3.2.4.2 Distribution network
3.2.4.3 Business growth
3.3 Impact of Russia-Ukraine war
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 Vendor matrix
3.5 Industry evolution
3.6 Features & benefits of AI in education sector
3.7 Technology & innovation landscape
3.7.1 Chatbot
3.7.2 Video analytics
3.7.3 Augmented reality and virtual reality
3.7.4 Education neuroscience
3.8 Use cases
3.9 Investment portfolio
3.10 Patent analysis
3.11 Regulatory landscape
3.11.1 Health Insurance Portability and Accountability Act (HIPAA)
3.11.2 Payment Card Industry Data Security Standard (PCI DSS)
3.11.3 North American Electric Reliability Corp. (NERC) Standards
3.11.4 Federal Information Security Management Act (FISMA)
3.11.5 The Gramma-Leach-Bliley Act (GLB) Act of 1999
3.11.6 Sarbanes-Oxley Act of 2002
3.11.7 The Education Act 2011
3.11.8 Right to Education
3.11.9 Individuals with Disabilities Education Act
3.11.10 No Child Left Behind Act
3.11.11 Children’s Internet Protection Act (CIPA)
3.11.12 United Nations Education, Scientific, and Cultural Organization (UNESCO)
3.12 Industry impact forces
3.12.1 Growth drivers
3.12.1.1 Increasing venture capital investments in AI and EdTech
3.12.1.2 Exponentially growing digital data
3.12.1.3 Growing integration of ITS in the learning process
3.12.1.4 Increasing partnerships with education content providers
3.12.1.5 Rising adoption of cloud-based services
3.12.2 Industry pitfalls & challenges
3.12.2.1 Data safety & security issues
3.12.2.2 Limitation of ITS
3.12.2.3 Lack of skilled professionals
3.13 Growth potential analysis
3.14 Porter’s analysis
3.15 PESTEL analysis
Chapter 4 Competitive Landscape
4.1 Introduction
4.2 Company market share analysis, 2021
4.3 Vendor adoption matrix
4.4 Competive analysis of key market players, 2021
4.4.1 Chart key
4.4.2 Google Inc.
4.4.3 Microsoft Corporation
4.4.4 IBM Corporation
4.4.5 Amazon Web Services
4.4.6 Nuance Communication
4.4.7 Blackboard Inc.
4.5 Competive analysis of innovative market players, 2021
4.5.1 Cognii
4.5.2 Knewton
4.5.3 PLEIQ
4.5.4 Luilishuo
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 - 2030
5.3 Service
5.3.1 Market estimates and forecast, 2018 - 2030
5.3.2 Professional service
5.3.2.1 Market estimates and forecast, 2018 - 2030
5.3.3 Managed Service
5.3.3.1 Market estimates and forecast, 2018 - 2030
Chapter 6 AI in Education Market, By Deployment Model
6.1 Key trends, by deployment model
6.2 Cloud
6.2.1 Market estimates and forecast, 2018 - 2030
6.3 On-premise
6.3.1 Market estimates and forecast, 2018 - 2030
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 - 2030
7.3 Deep learning
7.3.1 Market estimates and forecast, 2018 - 2030
7.4 Natural Language Processing
7.4.1 Market estimates and forecast, 2018 - 2030
7.5 Others
7.5.1 Market estimates and forecast, 2018 - 2030
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 - 2030
8.3 Intelligent tutoring system
8.3.1 Market estimates and forecast, 2018 - 2030
8.4 Smart content
8.4.1 Market estimates and forecast, 2018 - 2030
8.5 Fraud and risk management
8.5.1 Market estimates and forecast, 2018 - 2030
8.6 Others
8.6.1 Market estimates and forecast, 2018 - 2030
Chapter 9 AI in Education Market, By End-use
9.1 Key trends, by end-use
9.2 Higher education
9.2.1 Market estimates and forecast, 2018 - 2030
9.3 K-12 education
9.3.1 Market estimates and forecast, 2018 - 2030
9.4 Corporate training
9.4.1 Market estimates and forecast, 2018 - 2030
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, 2018 - 2030
10.2.2 Market estimates and forecast, by component, 2018 - 2030
10.2.2.1 Market estimates and forecast, by service, 2018 - 2030
10.2.3 Market estimates and forecast, by technology, 2018 - 2030
10.2.4 Market estimates and forecast, by deployment model, 2018 - 2030
10.2.5 Market estimates and forecast, by application, 2018 - 2030
10.2.6 Market estimates and forecast, by end-use, 2018 - 2030
10.2.7 U.S.
10.2.7.1 Market estimates and forecast, 2018 - 2030
10.2.7.2 Market estimates and forecast, by component, 2018 - 2030
10.2.7.2.1 Market estimates and forecast, by service, 2018 - 2030
10.2.7.3 Market estimates and forecast, by technology, 2018 - 2030
10.2.7.4 Market estimates and forecast, by deployment model, 2018 - 2030
10.2.7.5 Market estimates and forecast, by application, 2018 - 2030
10.2.7.6 Market estimates and forecast, by end-use, 2018 - 2030
10.2.8 Canada
10.2.8.1 Market estimates and forecast, 2018 - 2030
10.2.8.2 Market estimates and forecast, by component, 2018 - 2030
10.2.8.2.1 Market estimates and forecast, by service, 2018 - 2030
10.2.8.3 Market estimates and forecast, by technology, 2018 - 2030
10.2.8.4 Market estimates and forecast, by deployment model, 2018 - 2030
10.2.8.5 Market estimates and forecast, by application, 2018 - 2030
10.2.8.6 Market estimates and forecast, by end-use, 2018 - 2030
10.3 Europe
10.3.1 Market estimates and forecast, 2018 - 2030
10.3.2 Market estimates and forecast, by component, 2018 - 2030
10.3.2.1 Market estimates and forecast, by service, 2018 - 2030
10.3.3 Market estimates and forecast, by technology, 2018 - 2030
10.3.4 Market estimates and forecast, by deployment model, 2018 - 2030
10.3.5 Market estimates and forecast, by application, 2018 - 2030
10.3.6 Market estimates and forecast, by end-use, 2018 - 2030
10.3.7 UK
10.3.7.1 Market estimates and forecast, 2018 - 2030
10.3.7.2 Market estimates and forecast, by component, 2018 - 2030
10.3.7.2.1 Market estimates and forecast, by service, 2018 - 2030
10.3.7.3 Market estimates and forecast, by technology, 2018 - 2030
10.3.7.4 Market estimates and forecast, by deployment model, 2018 - 2030
10.3.7.5 Market estimates and forecast, by application, 2018 - 2030
10.3.7.6 Market estimates and forecast, by end-use, 2018 - 2030
10.3.8 Germany
10.3.8.1 Market estimates and forecast, 2018 - 2030
10.3.8.2 Market estimates and forecast, by component, 2018 - 2030
10.3.8.2.1 Market estimates and forecast, by service, 2018 - 2030
10.3.8.3 Market estimates and forecast, by technology, 2018 - 2030
10.3.8.4 Market estimates and forecast, by deployment model, 2018 - 2030
10.3.8.5 Market estimates and forecast, by application, 2018 - 2030
10.3.8.6 Market estimates and forecast, by end-use, 2018 - 2030
10.3.9 France
10.3.9.1 Market estimates and forecast, 2018 - 2030
10.3.9.2 Market estimates and forecast, by component, 2018 - 2030
10.3.9.2.1 Market estimates and forecast, by service, 2018 - 2030
10.3.9.3 Market estimates and forecast, by technology, 2018 - 2030
10.3.9.4 Market estimates and forecast, by deployment model, 2018 - 2030
10.3.9.5 Market estimates and forecast, by application, 2018 - 2030
10.3.9.6 Market estimates and forecast, by end-use, 2018 - 2030
10.3.10 Italy
10.3.10.1 Market estimates and forecast, 2018 - 2030
10.3.10.2 Market estimates and forecast, by component, 2018 - 2030
10.3.10.2.1 Market estimates and forecast, by service, 2018 - 2030
10.3.10.3 Market estimates and forecast, by technology, 2018 - 2030
10.3.10.4 Market estimates and forecast, by deployment model, 2018 - 2030
10.3.10.5 Market estimates and forecast, by application, 2018 - 2030
10.3.10.6 Market estimates and forecast, by end-use, 2018 - 2030
10.3.11 Spain
10.3.11.1 Market estimates and forecast, 2018 - 2030
10.3.11.2 Market estimates and forecast, by component, 2018 - 2030
10.3.11.2.1 Market estimates and forecast, by service, 2018 - 2030
10.3.11.3 Market estimates and forecast, by technology, 2018 - 2030
10.3.11.4 Market estimates and forecast, by deployment model, 2018 - 2030
10.3.11.5 Market estimates and forecast, by application, 2018 - 2030
10.3.11.6 Market estimates and forecast, by end-use, 2018 - 2030
10.4 Asia Pacific
10.4.1 Market estimates and forecast, 2018 - 2030
10.4.2 Market estimates and forecast, by component, 2018 - 2030
10.4.2.1 Market estimates and forecast, by service, 2018 - 2030
10.4.3 Market estimates and forecast, by technology, 2018 - 2030
10.4.4 Market estimates and forecast, by deployment model, 2018 - 2030
10.4.5 Market estimates and forecast, by application, 2018 - 2030
10.4.6 Market estimates and forecast, by end-use, 2018 - 2030
10.4.7 China
10.4.7.1 Market estimates and forecast, 2018 - 2030
10.4.7.2 Market estimates and forecast, by component, 2018 - 2030
10.4.7.2.1 Market estimates and forecast, by service, 2018 - 2030
10.4.7.3 Market estimates and forecast, by technology, 2018 - 2030
10.4.7.4 Market estimates and forecast, by deployment model, 2018 - 2030
10.4.7.5 Market estimates and forecast, by application, 2018 - 2030
10.4.7.6 Market estimates and forecast, by end-use, 2018 - 2030
10.4.8 India
10.4.8.1 Market estimates and forecast, 2018 - 2030
10.4.8.2 Market estimates and forecast, by component, 2018 - 2030
10.4.8.2.1 Market estimates and forecast, by service, 2018 - 2030
10.4.8.3 Market estimates and forecast, by technology, 2018 - 2030
10.4.8.4 Market estimates and forecast, by deployment model, 2018 - 2030
10.4.8.5 Market estimates and forecast, by application, 2018 - 2030
10.4.8.6 Market estimates and forecast, by end-use, 2018 - 2030
10.4.9 Japan
10.4.9.1 Market estimates and forecast, 2018 - 2030
10.4.9.2 Market estimates and forecast, by component, 2018 - 2030
10.4.9.2.1 Market estimates and forecast, by service, 2018 - 2030
10.4.9.3 Market estimates and forecast, by technology, 2018 - 2030
10.4.9.4 Market estimates and forecast, by deployment model, 2018 - 2030
10.4.9.5 Market estimates and forecast, by application, 2018 - 2030
10.4.9.6 Market estimates and forecast, by end-use, 2018 - 2030
10.4.10 South Korea
10.4.10.1 Market estimates and forecast, 2018 - 2030
10.4.10.2 Market estimates and forecast, by component, 2018 - 2030
10.4.10.2.1 Market estimates and forecast, by service, 2018 - 2030
10.4.10.3 Market estimates and forecast, by technology, 2018 - 2030
10.4.10.4 Market estimates and forecast, by deployment model, 2018 - 2030
10.4.10.5 Market estimates and forecast, by application, 2018 - 2030
10.4.10.6 Market estimates and forecast, by end-use, 2018 - 2030
10.4.11 Australia
10.4.11.1 Market estimates and forecast, 2018 - 2030
10.4.11.2 Market estimates and forecast, by component, 2018 - 2030
10.4.11.2.1 Market estimates and forecast, by service, 2018 - 2030
10.4.11.3 Market estimates and forecast, by technology, 2018 - 2030
10.4.11.4 Market estimates and forecast, by deployment model, 2018 - 2030
10.4.11.5 Market estimates and forecast, by application, 2018 - 2030
10.4.11.6 Market estimates and forecast, by end-use, 2018 - 2030
10.5 Latin America
10.5.1 Market estimates and forecast, 2018 - 2030
10.5.2 Market estimates and forecast, by component, 2018 - 2030
10.5.2.1 Market estimates and forecast, by service, 2018 - 2030
10.5.3 Market estimates and forecast, by technology, 2018 - 2030
10.5.4 Market estimates and forecast, by deployment model, 2018 - 2030
10.5.5 Market estimates and forecast, by application, 2018 - 2030
10.5.6 Market estimates and forecast, by end-use, 2018 - 2030
10.5.7 Brazil
10.5.7.1 Market estimates and forecast, 2018 - 2030
10.5.7.2 Market estimates and forecast, by component, 2018 - 2030
10.5.7.2.1 Market estimates and forecast, by service, 2018 - 2030
10.5.7.3 Market estimates and forecast, by technology, 2018 - 2030
10.5.7.4 Market estimates and forecast, by deployment model, 2018 - 2030
10.5.7.5 Market estimates and forecast, by application, 2018 - 2030
10.5.7.6 Market estimates and forecast, by end-use, 2018 - 2030
10.5.8 Mexico
10.5.8.1 Market estimates and forecast, 2018 - 2030
10.5.8.2 Market estimates and forecast, by component, 2018 - 2030
10.5.8.2.1 Market estimates and forecast, by service, 2018 - 2030
10.5.8.3 Market estimates and forecast, by technology, 2018 - 2030
10.5.8.4 Market estimates and forecast, by deployment model, 2018 - 2030
10.5.8.5 Market estimates and forecast, by application, 2018 - 2030
10.5.8.6 Market estimates and forecast, by end-use, 2018 - 2030
10.5.9 Argentina
10.5.9.1 Market estimates and forecast, 2018 - 2030
10.5.9.2 Market estimates and forecast, by component, 2018 - 2030
10.5.9.2.1 Market estimates and forecast, by service, 2018 - 2030
10.5.9.3 Market estimates and forecast, by technology, 2018 - 2030
10.5.9.4 Market estimates and forecast, by deployment model, 2018 - 2030
10.5.9.5 Market estimates and forecast, by application, 2018 - 2030
10.5.9.6 Market estimates and forecast, by end-use, 2018 - 2030
10.6 MEA
10.6.1 Market estimates and forecast, 2018 - 2030
10.6.2 Market estimates and forecast, by component, 2018 - 2030
10.6.2.1 Market estimates and forecast, by service, 2018 - 2030
10.6.3 Market estimates and forecast, by technology, 2018 - 2030
10.6.4 Market estimates and forecast, by deployment model, 2018 - 2030
10.6.5 Market estimates and forecast, by application, 2018 - 2030
10.6.6 Market estimates and forecast, by end-use, 2018 - 2030
10.6.7 UAE
10.6.7.1 Market estimates and forecast, 2018 - 2030
10.6.7.2 Market estimates and forecast, by component, 2018 - 2030
10.6.7.2.1 Market estimates and forecast, by service, 2018 - 2030
10.6.7.3 Market estimates and forecast, by technology, 2018 - 2030
10.6.7.4 Market estimates and forecast, by deployment model, 2018 - 2030
10.6.7.5 Market estimates and forecast, by application, 2018 - 2030
10.6.7.6 Market estimates and forecast, by end-use, 2018 - 2030
10.6.8 Saudi Arabia
10.6.8.1 Market estimates and forecast, 2018 - 2030
10.6.8.2 Market estimates and forecast, by component, 2018 - 2030
10.6.8.2.1 Market estimates and forecast, by service, 2018 - 2030
10.6.8.3 Market estimates and forecast, by technology, 2018 - 2030
10.6.8.4 Market estimates and forecast, by deployment model, 2018 - 2030
10.6.8.5 Market estimates and forecast, by application, 2018 - 2030
10.6.8.6 Market estimates and forecast, by end-use, 2018 - 2030
10.6.9 South Africa
10.6.9.1 Market estimates and forecast, 2018 - 2030
10.6.9.2 Market estimates and forecast, by component, 2018 - 2030
10.6.9.2.1 Market estimates and forecast, by service, 2018 - 2030
10.6.9.3 Market estimates and forecast, by technology, 2018 - 2030
10.6.9.4 Market estimates and forecast, by deployment model, 2018 - 2030
10.6.9.5 Market estimates and forecast, by application, 2018 - 2030
10.6.9.6 Market estimates and forecast, by end-use, 2018 - 2030
Chapter 11 Company Profiles
11.1 Amazon Web Services, Inc.
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 Blippar
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 Nuance Communication Inc.
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 IBM Corporation
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 Jenzabar Inc.
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 Yuguan Information Technology LLC
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 Pixatel Systems
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 PleiQ Smart Toys SpA
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 Quantum Adaptive Learning LLC.
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, by solution, 2021
TABLE 2 AI in Education Market, 2018 - 2021, (USD Million)
TABLE 3 AI in Education Market, 2022 - 2030, (USD Million)
TABLE 4 AI in education market estimates and forecast, by region, 2018 - 2021 (USD Million)
TABLE 5 AI in education market estimates and forecast, by region, 2022 - 2030 (USD Million)
TABLE 6 AI in education market estimates and forecast, by component, 2018 - 2021 (USD Million)
TABLE 7 AI in education market estimates and forecast, by component, 2022 - 2030 (USD Million)
TABLE 8 AI in education market estimates and forecast, by deployment model, 2018 - 2021 (USD Million)
TABLE 9 AI in education market estimates and forecast, by deployment model, 2022 - 2030 (USD Million)
TABLE 10 AI in education market estimates and forecast, by technology, 2018 - 2021 (USD Million)
TABLE 11 AI in education market estimates and forecast, by technology, 2022 - 2030 (USD Million)
TABLE 12 AI in education market estimates and forecast, by application, 2018 - 2021 (USD Million)
TABLE 13 AI in education market estimates and forecast, by application, 2022 - 2030 (USD Million)
TABLE 14 AI in education market estimates and forecast, by end use, 2018 - 2021 (USD Million)
TABLE 15 AI in education market estimates and forecast, by end use, 2022 - 2030 (USD Million)
TABLE 16 Vendor matrix
TABLE 17 Industry impact forces
TABLE 18 Solution market estimates and forecast, 2018 - 2021 (USD Million)
TABLE 19 Solution market estimates and forecast, 2022 - 2030 (USD Million)
TABLE 20 Service market estimates and forecast, 2018 - 2021 (USD Million)
TABLE 21 Service market estimates and forecast, 2022 - 2030 (USD Million)
TABLE 22 Professional service market estimates and forecast, 2018 - 2021 (USD Million)
TABLE 23 Professional service market estimates and forecast, 2022 - 2030 (USD Million)
TABLE 24 Managed service market estimates and forecast, 2018 - 2021 (USD Million)
TABLE 25 Managed service market estimates and forecast, 2022 - 2030 (USD Million)
TABLE 26 Cloud market estimates and forecast, 2018 - 2021 (USD Million)
TABLE 27 Cloud market estimates and forecast, 2022 - 2030 (USD Million)
TABLE 28 On-premise market estimates and forecast, 2018 - 2021 (USD Million)
TABLE 29 On-premise market estimates and forecast, 2022 - 2030 (USD Million)
TABLE 30 Machine learning market estimates and forecast, 2018 - 2021 (USD Million)
TABLE 31 Machine learning market estimates and forecast, 2022 - 2030 (USD Million)
TABLE 32 Natural language processing (NLP) market estimates and forecast, 2018 - 2021 (USD Million)
TABLE 33 Natural language processing (NLP)market estimates and forecast, 2022 - 2030 (USD Million)
TABLE 34 Deep learning market estimates and forecast, 2018 - 2021 (USD Million)
TABLE 35 Deep learning market estimates and forecast, 2022 - 2030 (USD Million)
TABLE 36 Others market estimates and forecast, 2018 - 2021 (USD Million)
TABLE 37 Others market estimates and forecast, 2022 - 2030 (USD Million)
TABLE 38 Learning platform & virtual facilitators market estimates and forecast, 2018 - 2021 (USD Million)
TABLE 39 Learning platform & virtual facilitators market estimates and forecast, 2022 - 2030 (USD Million)
TABLE 40 ITS market estimates and forecast, 2018 - 2021 (USD Million)
TABLE 41 ITS market estimates and forecast, 2022 - 2030 (USD Million)
TABLE 42 Smart content market estimates and forecast, 2018 - 2021 (USD Million)
TABLE 43 Smart content market estimates and forecast, 2022 - 2030 (USD Million)
TABLE 44 Fraud and risk management market estimates and forecast, 2018 - 2021 (USD Million)
TABLE 45 Fraud and risk management market estimates and forecast, 2022 - 2030 (USD Million)
TABLE 46 Others market estimates and forecast, 2018 - 2021 (USD Million)
TABLE 47 Others market estimates and forecast, 2022 - 2030 (USD Million)
TABLE 48 Higher education market estimates and forecast, 2018 - 2021 (USD Million)
TABLE 49 Higher education market estimates and forecast, 2022 - 2030 (USD Million)
TABLE 50 K-12 education market estimates and forecast, 2018 - 2021 (USD Million)
TABLE 51 K-12 education market estimates and forecast, 2022 - 2030 (USD Million)
TABLE 52 Corporate learning market estimates and forecast, 2018 - 2021 (USD Million)
TABLE 53 Corporate learning market estimates and forecast, 2022 - 2030 (USD Million)
TABLE 54 North America AI in education market estimates and forecast, 2018 - 2021 (USD Million)
TABLE 55 North America AI in education market estimates and forecast, 2022 - 2030 (USD Million)
TABLE 56 North America AI in education market estimates and forecast, by component, 2018 - 2021 (USD Million)
TABLE 57 North America AI in education market estimates and forecast, by component, 2022 - 2030 (USD Million)
TABLE 58 North America AI in education market estimates and forecast, by service, 2018 - 2021 (USD Million)
TABLE 59 North America AI in education market estimates and forecast, by service, 2022 - 2030 (USD Million)
TABLE 60 North America AI in education market estimates and forecast, by deployment model, 2018 - 2021 (USD Million)
TABLE 61 North America AI in education market estimates and forecast, by deployment model, 2022 - 2030 (USD Million)
TABLE 62 North America AI in education market estimates and forecast, by technology, 2018 - 2021 (USD Million)
TABLE 63 North America AI in education market estimates and forecast, by technology, 2022 - 2030 (USD Million)
TABLE 64 North America AI in education market estimates and forecast, by application, 2018 - 2021 (USD Million)
TABLE 65 North America AI in education market estimates and forecast, by application, 2022 - 2030 (USD Million)
TABLE 66 North America AI in education market estimates and forecast, by end-use, 2018 - 2021 (USD Million)
TABLE 67 North America AI in education market estimates and forecast, by end-use, 2022 - 2030 (USD Million)
TABLE 68 U.S. AI in education market estimates and forecast, 2018 - 2021 (USD Million)
TABLE 69 U.S. AI in education market estimates and forecast, 2022 - 2030 (USD Million)
TABLE 70 U.S. AI in education market estimates and forecast, by component, 2018 - 2021 (USD Million)
TABLE 71 U.S. AI in education market estimates and forecast, by component, 2022 - 2030 (USD Million)
TABLE 72 U.S. AI in education market estimates and forecast, by service, 2018 - 2021 (USD Million)
TABLE 73 U.S. AI in education market estimates and forecast, by service, 2022 - 2030 (USD Million)
TABLE 74 U.S. AI in education market estimates and forecast, by deployment model, 2018 - 2021 (USD Million)
TABLE 75 U.S. AI in education market estimates and forecast, by deployment model, 2022 - 2030 (USD Million)
TABLE 76 U.S. AI in education market estimates and forecast, by technology, 2018 - 2021 (USD Million)
TABLE 77 U.S. AI in education market estimates and forecast, by technology, 2022 - 2030 (USD Million)
TABLE 78 U.S. AI in education market estimates and forecast, by application, 2018 - 2021 (USD Million)
TABLE 79 U.S. AI in education market estimates and forecast, by application, 2022 - 2030 (USD Million)
TABLE 80 U.S. AI in education market estimates and forecast, by end-use, 2018 - 2021 (USD Million)
TABLE 81 U.S. AI in education market estimates and forecast, by end-use, 2022 - 2030 (USD Million)
TABLE 82 Canada AI in education market estimates and forecast, 2018 - 2021 (USD Million)
TABLE 83 Canada AI in education market estimates and forecast, 2022 - 2030 (USD Million)
TABLE 84 Canada AI in education market estimates and forecast, by component, 2018 - 2021 (USD Million)
TABLE 85 Canada AI in education market estimates and forecast, by component, 2022 - 2030 (USD Million)
TABLE 86 Canada AI in education market estimates and forecast, by service, 2018 - 2021 (USD Million)
TABLE 87 Canada AI in education market estimates and forecast, by service, 2022 - 2030 (USD Million)
TABLE 88 Canada AI in education market estimates and forecast, by deployment model, 2018 - 2021 (USD Million)
TABLE 89 Canada AI in education market estimates and forecast, by deployment model, 2022 - 2030 (USD Million)
TABLE 90 Canada AI in education market estimates and forecast, by technology, 2018 - 2021 (USD Million)
TABLE 91 Canada AI in education market estimates and forecast, by technology, 2022 - 2030 (USD Million)
TABLE 92 Canada AI in education market estimates and forecast, by application, 2018 - 2021 (USD Million)
TABLE 93 Canada AI in education market estimates and forecast, by application, 2022 - 2030 (USD Million)
TABLE 94 Canada AI in education market estimates and forecast, by end-use, 2018 - 2021 (USD Million)
TABLE 95 Canada AI in education market estimates and forecast, by end-use, 2022 - 2030 (USD Million)
TABLE 96 Europe AI in education market estimates and forecast, 2018 - 2021 (USD Million)
TABLE 97 Europe AI in education market estimates and forecast, 2022 - 2030 (USD Million)
TABLE 98 Europe AI in education market estimates and forecast, by component, 2018 - 2021 (USD Million)
TABLE 99 Europe AI in education market estimates and forecast, by component, 2022 - 2030 (USD Million)
TABLE 100 Europe AI in education market estimates and forecast, by service, 2018 - 2021 (USD Million)
TABLE 101 Europe AI in education market estimates and forecast, by service, 2022 - 2030 (USD Million)
TABLE 102 Europe AI in education market estimates and forecast, by deployment model, 2018 - 2021 (USD Million)
TABLE 103 Europe AI in education market estimates and forecast, by deployment model, 2022 - 2030 (USD Million)

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