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Artificial Intelligence (AI) in Education Market Size By Model (Learner, Pedagogical, Domain), By Deployment (On-Premise, Cloud), By Technology (Machine Learning, Deep Learning, Natural Language Processing (NLP)), By Application (Learning Platform & Virtu

AI in Education Market is projected to surpass USD 6 billion by 2024 due to the growing demand for Intelligent Tutoring System (ITS) by educational institutions. The educational institutes are adopting advanced ITS to offer personalized learning experience and enhance tutoring methods. The integration of intelligent algorithms and AI in the learning platform also promotes the growth of the market. The technology has transformed the classrooms and changed the role of educators in the learning process by providing more user-friendly and sophisticated tools for both educators and students.

The increasing partnership between the education content developers, publishers, education institutes, and EdTech Companies to develop digital content and provide e-learning services to their students foster the demand. Furthermore, increasing investments in the EdTech and AI technology also supports the growth of AI in Education market. However, the limitation of the ITS system, data safety & security issues, and lack of skilled professionals are the major forces hindering the market growth.

The learner model is estimated to account for more than 60% share in the AI in Education market. The demand for the more student-centric learning platforms from higher educational institutions impacts the growth. Moreover, the integration of the adaptive learning technology also augments the demand for the learner model. On the other hand, the domain model is estimated to grow significantly during the forecast period with the CAGR of more than 50%. The market is driven by the need for personalized learning solutions. Due to this, the solution providers are focusing more on developing user-friendly systems with subject knowledge to guide students better.

The Natural Language Processing (NLP) technology held more than 65% share of the revenue in 2017. The technology is widely used in the planning and designing of digital curriculum. It also assists in the process of the content development and e-learning. Furthermore, the technology is also widely adopted in the virtual assistance system to analyze the voice and text of the users. The deep learning technology is anticipated to grow with the CAGR of over 50% during the forecast timespan. The integration of the intelligent algorithms in the EdTech solution is the primary factor driving the demand for deep learning technology.

The virtual facilitators and e-learning platform market is leading the application landscape with about 55% share in the AI in Education market. The growth of the market is credited to the increasing adoption of the online learning platform. The education institutes are focusing more on developing digital content and delivering knowledge through web-based solutions to provide more personalized learning for students. Furthermore, the integration of the virtual facilitators and chatbots in the e-learning platforms to assist students in the learning process also drives the market growth.

The higher education sector is dominating the market with over 50% share in 2017. These institutes are leveraging the capabilities of the AI for content development, curriculum designing, online learning platforms, and administrative operations. Furthermore, the increasing adoption of the web-based services and smartphones has encouraged the educational institutes to move toward online learning solutions to increase the student base and provide high-quality education.

North America accounted for over 60% share in the AI in Education market. The growth of the market is driven by the increasing investments in EdTech and AI technology. The highly developed education infrastructures and early adoption of the technology in the education sector enhance the market growth. The growing dependence on mobile devices, such as smartphones, tablets, and laptops, to access teaching programs and study materials have given an upsurge to software developers for designing software compatible with these mobile devices, driving the market growth.

Asia Pacific AI in Education is estimated to grow substantially with the CAGR of more than 51% during the forecast timeline. The supportive government policies and digitalization activities in the region are driving the market growth. China leads the investments in technology and accounts for 17% of the global external investments in AI. Increasing investment by Chinese players is also one of the major factors driving the growth in the region.

Some of the major vendors that are serving the AI in Education market are Nuance Communication, Microsoft, AWS, IBM, Google, Cognii, Pearson, Jenzabar, Volley.com, Content Technologies, Pixatel Systems, PleIQ, Knewton, Blippar, Blackboard, Century Tech, Quantum Adaptive Learning, and Liulishuo.


Chapter 1. Methodology & Scope
1.1. Methodology
1.1.1. Initial data exploration
1.1.2. Statistical model and forecast
1.1.3. Industry insights and validation
1.1.4. Scope,
1.1.5. Definition
1.1.6. Methodology and research parameters
1.2. Data Sources
1.2.1. Primary
1.2.2. Secondary
Chapter 2. Executive Summary
2.1. AI in Education industry 360º synopsis, 2013 - 2024
2.1.1. Regional trends
2.1.2. Model trends
2.1.3. Deployment trends
2.1.4. Technology trends
2.1.5. Application trends
2.1.6. End-Use trends
Chapter 3. AI in Education Industry Insights
3.1. Introduction
3.2. Industry segmentation
3.3. Industry landscape, 2013-2024
3.4. Industry ecosystem analysis
3.5. Industry evolution
3.6. Market news
3.7. Features & benefits of AI in education sector
3.8. Technology & innovation landscape
3.8.1. Chatbot
3.8.2. Video analytics
3.8.3. Augmented reality and virtual reality
3.8.4. Education neuroscience
3.9. Use cases
3.10. Market news
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 investment in AI and EdTech
3.12.1.2. Exponentially growing digital data
3.12.1.3. Growing integration of ITS in learning process
3.12.1.4. Increasing partnership 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. Major market players, 2017
4.2.1. Google Inc.
4.2.2. Microsoft Corporation
4.2.3. IBM Corporation
4.2.4. Amazon Web Services
4.2.5. Nuance Communication
4.3. Innovation leaders, 2017
4.3.1. Cognii
4.3.2. Sofia Labs
4.3.3. PLEIQ
4.3.4. Knewton
4.3.5. Brainly
4.3.6. Luilishuo
4.4. Other prominent vendors
Chapter 5. AI in Education Market, By Model
5.1. Key trends, by model
5.2. Learner model
5.2.1. Market estimates and forecast, 2013 - 2024
5.2.2. Market estimates and forecast, by region, 2013 - 2024
5.3. Pedagogical model
5.3.1. Market estimates and forecast, 2013 - 2024
5.3.2. Market estimates and forecast, by region, 2013 - 2024
5.4. Domain model
5.4.1. Market estimates and forecast, 2013 - 2024
5.4.2. Market estimates and forecast, by region, 2013 - 2024
Chapter 6. AI in Education Market, By Deployment
6.1. Key trends, by deployment
6.2. On-premise
6.2.1. Market estimates and forecast, 2013 - 2024
6.2.2. Market estimates and forecast, by region, 2013 - 2024
6.3. Cloud
6.3.1. Market estimates and forecast, 2013 - 2024
6.3.2. Market estimates and forecast, by region, 2013 - 2024
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, 2013 - 2024
7.2.2. Market estimates and forecast, by region, 2013 - 2024
7.3. Natural language processing (NLP)
7.3.1. Market estimates and forecast, 2013 - 2024
7.3.2. Market estimates and forecast, by region, 2013 - 2024
7.4. Deep learning
7.4.1. Market estimates and forecast, 2013 - 2024
7.4.2. Market estimates and forecast, by region, 2013 - 2024
7.5. Others
7.5.1. Market estimates and forecast, 2013 - 2024
7.5.2. Market estimates and forecast, by region, 2013 - 2024
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, 2013 - 2024
8.2.2. Market estimates and forecast, by region, 2013 - 2024
8.3. Intelligent tutoring system
8.3.1. Market estimates and forecast, 2013 - 2024
8.3.2. Market estimates and forecast, by region, 2013 - 2024
8.4. Smart content
8.4.1. Market estimates and forecast, 2013 - 2024
8.4.2. Market estimates and forecast, by region, 2013 - 2024
8.5. Fraud and risk management
8.5.1. Market estimates and forecast, 2013 - 2024
8.5.2. Market estimates and forecast, by region, 2013 - 2024
8.6. Others
8.6.1. Market estimates and forecast, 2013 - 2024
8.6.2. Market estimates and forecast, by region, 2013 - 2024
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, 2013 - 2024
9.2.2. Market estimates and forecast, by region, 2013 - 2024
9.3. K-12 education
9.3.1. Market estimates and forecast, 2013 - 2024
9.3.2. Market estimates and forecast, by region, 2013 - 2024
9.4. Corporate learning
9.4.1. Market estimates and forecast, 2013 - 2024
9.4.2. Market estimates and forecast, by region, 2013 - 2024
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, 2013-2024
10.2.2. Market estimates and forecast, by model, 2013-2024
10.2.3. Market estimates and forecast, by deployment, 2013-2024
10.2.4. Market estimates and forecast, by technology, 2013-2024
10.2.5. Market estimates and forecast, by application, 2013-2024
10.2.6. Market estimates and forecast, by end-use, 2013-2024
10.2.7. U.S.
10.2.7.1. Market estimates and forecast, 2013-2024
10.2.7.2. Market estimates and forecast, by model, 2013-2024
10.2.7.3. Market estimates and forecast, by deployment, 2013-2024
10.2.7.4. Market estimates and forecast, by technology, 2013-2024
10.2.7.5. Market estimates and forecast, by application, 2013-2024
10.2.7.6. Market estimates and forecast, by end-use, 2013-2024
10.2.8. Canada
10.2.8.1. Market estimates and forecast, 2013-2024
10.2.8.2. Market estimates and forecast, by model, 2013-2024
10.2.8.3. Market estimates and forecast, by deployment, 2013-2024
10.2.8.4. Market estimates and forecast, by technology, 2013-2024
10.2.8.5. Market estimates and forecast, by application, 2013-2024
10.2.8.6. Market estimates and forecast, by end-use, 2013-2024
10.3. Europe
10.3.1. Market estimates and forecast, 2013-2024
10.3.2. Market estimates and forecast, by model, 2013-2024
10.3.3. Market estimates and forecast, by deployment, 2013-2024
10.3.4. Market estimates and forecast, by technology, 2013-2024
10.3.5. Market estimates and forecast, by application, 2013-2024
10.3.6. Market estimates and forecast, by end-use, 2013-2024
10.3.7. Germany
10.3.7.1. Market estimates and forecast, 2013-2024
10.3.7.2. Market estimates and forecast, by model, 2013-2024
10.3.7.3. Market estimates and forecast, by deployment, 2013-2024
10.3.7.4. Market estimates and forecast, by technology, 2013-2024
10.3.7.5. Market estimates and forecast, by application, 2013-2024
10.3.7.6. Market estimates and forecast, by end-use, 2013-2024
10.3.8. UK
10.3.8.1. Market estimates and forecast, 2013-2024
10.3.8.2. Market estimates and forecast, by model, 2013-2024
10.3.8.3. Market estimates and forecast, by deployment, 2013-2024
10.3.8.4. Market estimates and forecast, by technology, 2013-2024
10.3.8.5. Market estimates and forecast, by application, 2013-2024
10.3.8.6. Market estimates and forecast, by end-use, 2013-2024
10.3.9. France
10.3.9.1. Market estimates and forecast, 2013-2024
10.3.9.2. Market estimates and forecast, by model, 2013-2024
10.3.9.3. Market estimates and forecast, by deployment, 2013-2024
10.3.9.4. Market estimates and forecast, by technology, 2013-2024
10.3.9.5. Market estimates and forecast, by application, 2013-2024
10.3.9.6. Market estimates and forecast, by end-use, 2013-2024
10.3.10. Spain
10.3.10.1. Market estimates and forecast, 2013-2024
10.3.10.2. Market estimates and forecast, by model, 2013-2024
10.3.10.3. Market estimates and forecast, by deployment, 2013-2024
10.3.10.4. Market estimates and forecast, by technology, 2013-2024
10.3.10.5. Market estimates and forecast, by application, 2013-2024
10.3.10.6. Market estimates and forecast, by end-use, 2013-2024
10.3.11. Italy
10.3.11.1. Market estimates and forecast, 2013-2024
10.3.11.2. Market estimates and forecast, by model, 2013-2024
10.3.11.3. Market estimates and forecast, by deployment, 2013-2024
10.3.11.4. Market estimates and forecast, by technology, 2013-2024
10.3.11.5. Market estimates and forecast, by application, 2013-2024
10.3.11.6. Market estimates and forecast, by end-use, 2013-2024
10.4. Asia Pacific
10.4.1. Market estimates and forecast, 2013-2024
10.4.2. Market estimates and forecast, by model, 2013-2024
10.4.3. Market estimates and forecast, by deployment, 2013-2024
10.4.4. Market estimates and forecast, by technology, 2013-2024
10.4.5. Market estimates and forecast, by application, 2013-2024
10.4.6. Market estimates and forecast, by end-use, 2013-2024
10.4.7. Australia
10.4.7.1. Market estimates and forecast, 2013-2024
10.4.7.2. Market estimates and forecast, by model, 2013-2024
10.4.7.3. Market estimates and forecast, by deployment, 2013-2024
10.4.7.4. Market estimates and forecast, by technology, 2013-2024
10.4.7.5. Market estimates and forecast, by application, 2013-2024
10.4.7.6. Market estimates and forecast, by end-use, 2013-2024
10.4.8. China
10.4.8.1. Market estimates and forecast, 2013-2024
10.4.8.2. Market estimates and forecast, by model, 2013-2024
10.4.8.3. Market estimates and forecast, by deployment, 2013-2024
10.4.8.4. Market estimates and forecast, by technology, 2013-2024
10.4.8.5. Market estimates and forecast, by application, 2013-2024
10.4.8.6. Market estimates and forecast, by end-use, 2013-2024
10.4.9. India
10.4.9.1. Market estimates and forecast, 2013-2024
10.4.9.2. Market estimates and forecast, by model, 2013-2024
10.4.9.3. Market estimates and forecast, by deployment, 2013-2024
10.4.9.4. Market estimates and forecast, by technology, 2013-2024
10.4.9.5. Market estimates and forecast, by application, 2013-2024
10.4.9.6. Market estimates and forecast, by end-use, 2013-2024
10.4.10. Japan
10.4.10.1. Market estimates and forecast, 2013-2024
10.4.10.2. Market estimates and forecast, by model, 2013-2024
10.4.10.3. Market estimates and forecast, by deployment, 2013-2024
10.4.10.4. Market estimates and forecast, by technology, 2013-2024
10.4.10.5. Market estimates and forecast, by application, 2013-2024
10.4.10.6. Market estimates and forecast, by end-use, 2013-2024
10.4.11. South Korea
10.4.11.1. Market estimates and forecast, 2013-2024
10.4.11.2. Market estimates and forecast, by model, 2013-2024
10.4.11.3. Market estimates and forecast, by deployment, 2013-2024
10.4.11.4. Market estimates and forecast, by technology, 2013-2024
10.4.11.5. Market estimates and forecast, by application, 2013-2024
10.4.11.6. Market estimates and forecast, by end-use, 2013-2024
10.4.11.7.
10.5. Latin America
10.5.1. Market estimates and forecast, 2013-2024
10.5.2. Market estimates and forecast, by model, 2013-2024
10.5.3. Market estimates and forecast, by deployment, 2013-2024
10.5.4. Market estimates and forecast, by technology, 2013-2024
10.5.5. Market estimates and forecast, by application, 2013-2024
10.5.6. Market estimates and forecast, by end-use, 2013-2024
10.5.7. Brazil
10.5.7.1. Market estimates and forecast, 2013-2024
10.5.7.2. Market estimates and forecast, by model, 2013-2024
10.5.7.3. Market estimates and forecast, by deployment, 2013-2024
10.5.7.4. Market estimates and forecast, by technology, 2013-2024
10.5.7.5. Market estimates and forecast, by application, 2013-2024
10.5.7.6. Market estimates and forecast, by end-use, 2013-2024
10.5.8. Mexico
10.5.8.1. Market estimates and forecast, 2013-2024
10.5.8.2. Market estimates and forecast, by model, 2013-2024
10.5.8.3. Market estimates and forecast, by deployment, 2013-2024
10.5.8.4. Market estimates and forecast, by technology, 2013-2024
10.5.8.5. Market estimates and forecast, by application, 2013-2024
10.5.8.6. Market estimates and forecast, by end-use, 2013-2024
10.6. MEA
10.6.1. Market estimates and forecast, 2013-2024
10.6.2. Market estimates and forecast, by model, 2013-2024
10.6.3. Market estimates and forecast, by deployment, 2013-2024
10.6.4. Market estimates and forecast, by technology, 2013-2024
10.6.5. Market estimates and forecast, by application, 2013-2024
10.6.6. Market estimates and forecast, by end-use, 2013-2024
10.6.7. GCC
10.6.7.1. Market estimates and forecast, 2013-2024
10.6.7.2. Market estimates and forecast, by model, 2013-2024
10.6.7.3. Market estimates and forecast, by deployment, 2013-2024
10.6.7.4. Market estimates and forecast, by technology, 2013-2024
10.6.7.5. Market estimates and forecast, by application, 2013-2024
10.6.7.6. Market estimates and forecast, by end-use, 2013-2024
10.6.8. South Africa
10.6.8.1. Market estimates and forecast, 2013-2024
10.6.8.2. Market estimates and forecast, by model, 2013-2024
10.6.8.3. Market estimates and forecast, by deployment, 2013-2024
10.6.8.4. Market estimates and forecast, by technology, 2013-2024
10.6.8.5. Market estimates and forecast, by application, 2013-2024
10.6.8.6. Market estimates and forecast, by end-use, 2013-2024
Chapter 11. Company Profiles
11.1. Amazon Web Services
11.1.1. Business Overview
11.1.2. Financial Data
11.1.3. Product Landscape
11.1.4. Collaboration and Funding
11.1.5. Mergers and Acquisitions
11.1.6. Strategic Outlook
11.1.7. SWOT Analysis
11.1.8. Analyst View
11.2. Blackboard Inc.
11.2.1. Business Overview
11.2.2. Financial Data
11.2.3. Product Landscape
11.2.4. Collaboration and Funding
11.2.5. Mergers and Acquisitions
11.2.6. Strategic Outlook
11.2.7. SWOT Analysis
11.2.8. Analyst View
11.3. Blippar
11.3.1. Business Overview
11.3.2. Financial Data
11.3.3. Product Landscape
11.3.4. Collaboration and Funding
11.3.5. Mergers and Acquisitions
11.3.6. Strategic Outlook
11.3.7. SWOT Analysis
11.3.8. Analyst View
11.4. Century Tech Limited
11.4.1. Business Overview
11.4.2. Financial Data
11.4.3. Product Landscape
11.4.4. Collaboration and Funding
11.4.5. Mergers and Acquisitions
11.4.6. Strategic Outlook
11.4.7. SWOT Analysis
11.4.8. Analyst View
11.5. Cerevrum Inc.
11.5.1. Business Overview
11.5.2. Financial Data
11.5.3. Product Landscape
11.5.4. Collaboration and Funding
11.5.5. Mergers and Acquisitions
11.5.6. Strategic Outlook
11.5.7. SWOT Analysis
11.5.8. Analyst View
11.6. CheckiO
11.6.1. Business Overview
11.6.2. Financial Data
11.6.3. Product Landscape
11.6.4. Collaboration and Funding
11.6.5. Mergers and Acquisitions
11.6.6. Strategic Outlook
11.6.7. SWOT Analysis
11.6.8. Analyst View
11.7. Pearson PLC
11.7.1. Business Overview
11.7.2. Financial Data
11.7.3. Product Landscape
11.7.4. Collaboration and Funding
11.7.5. Mergers and Acquisitions
11.7.6. Strategic Outlook
11.7.7. SWOT Analysis
11.7.8. Analyst View
11.8. Volley.com
11.8.1. Business Overview
11.8.2. Financial Data
11.8.3. Product Landscape
11.8.4. Collaboration and Funding
11.8.5. Mergers and Acquisitions
11.8.6. Strategic Outlook
11.8.7. SWOT Analysis
11.8.8. Analyst View
11.9. Trueshelf, Inc.
11.9.1. Business Overview
11.9.2. Financial Data
11.9.3. Product Landscape
11.9.4. Collaboration and Funding
11.9.5. Mergers and Acquisitions
11.9.6. Strategic Outlook
11.9.7. SWOT Analysis
11.9.8. Analyst View
11.10. Sofia Labs LLC
11.10.1. Business Overview
11.10.2. Financial Data
11.10.3. Product Landscape
11.10.4. Collaboration and Funding
11.10.5. Mergers and Acquisitions
11.10.6. Strategic Outlook
11.10.7. SWOT Analysis
11.10.8. Analyst View
11.11. Querium Corporation
11.11.1. Business Overview
11.11.2. Financial Data
11.11.3. Product Landscape
11.11.4. Collaboration and Funding
11.11.5. Mergers and Acquisitions
11.11.6. Strategic Outlook
11.11.7. SWOT Analysis
11.11.8. Analyst View
11.12. Knewton Inc.
11.12.1. Business Overview
11.12.2. Financial Data
11.12.3. Product Landscape
11.12.4. Collaboration and Funding
11.12.5. Mergers and Acquisitions
11.12.6. Strategic Outlook
11.12.7. SWOT Analysis
11.12.8. Analyst View
11.13. Cognii Inc.
11.13.1. Business Overview
11.13.2. Financial Data
11.13.3. Product Landscape
11.13.4. Collaboration and Funding
11.13.5. Mergers and Acquisitions
11.13.6. Strategic Outlook
11.13.7. SWOT Analysis
11.13.8. Analyst View
11.14. Elemental Path
11.14.1. Business Overview
11.14.2. Financial Data
11.14.3. Product Landscape
11.14.4. Collaboration and Funding
11.14.5. Mergers and Acquisitions
11.14.6. Strategic Outlook
11.14.7. SWOT Analysis
11.14.8. Analyst View
11.15. Google Inc.
11.15.1. Business Overview
11.15.2. Financial Data
11.15.3. Product Landscape
11.15.4. Collaboration and Funding
11.15.5. Mergers and Acquisitions
11.15.6. Strategic Outlook
11.15.7. SWOT Analysis
11.15.8. Analyst View
11.16. Microsoft Corporation
11.16.1. Business Overview
11.16.2. Financial Data
11.16.3. Product Landscape
11.16.4. Collaboration and Funding
11.16.5. Mergers and Acquisitions
11.16.6. Strategic Outlook
11.16.7. SWOT Analysis
11.16.8. Analyst View
11.17. Nuance Communication Inc.
11.17.1. Business Overview
11.17.2. Financial Data
11.17.3. Product Landscape
11.17.4. Collaboration and Funding
11.17.5. Mergers and Acquisitions
11.17.6. Strategic Outlook
11.17.7. SWOT Analysis
11.17.8. Analyst View
11.18. IBM Corproation
11.18.1. Business Overview
11.18.2. Financial Data
11.18.3. Product Landscape
11.18.4. Collaboration and Funding
11.18.5. Mergers and Acquisitions
11.18.6. Strategic Outlook
11.18.7. SWOT Analysis
11.18.8. Analyst View
11.19. Jenzabar Inc.
11.19.1. Business Overview
11.19.2. Financial Data
11.19.3. Product Landscape
11.19.4. Collaboration and Funding
11.19.5. Mergers and Acquisitions
11.19.6. Strategic Outlook
11.19.7. SWOT Analysis
11.19.8. Analyst View
11.20. Content Technologies Inc.
11.20.1. Business Overview
11.20.2. Financial Data
11.20.3. Product Landscape
11.20.4. Collaboration and Funding
11.20.5. Mergers and Acquisitions
11.20.6. Strategic Outlook
11.20.7. SWOT Analysis
11.20.8. Analyst View
11.21. Yuguan Information Technology LLC (Liulishuo)
11.21.1. Business Overview
11.21.2. Financial Data
11.21.3. Product Landscape
11.21.4. Collaboration and Funding
11.21.5. Mergers and Acquisitions
11.21.6. Strategic Outlook
11.21.7. SWOT Analysis
11.21.8. Analyst View
11.22. Pixatel System Inc.
11.22.1. Business Overview
11.22.2. Financial Data
11.22.3. Product Landscape
11.22.4. Collaboration and Funding
11.22.5. Mergers and Acquisitions
11.22.6. Strategic Outlook
11.22.7. SWOT Analysis
11.22.8. Analyst View
11.23. PLEIQ
11.23.1. Business Overview
11.23.2. Financial Data
11.23.3. Product Landscape
11.23.4. Collaboration and Funding
11.23.5. Mergers and Acquisitions
11.23.6. Strategic Outlook
11.23.7. SWOT Analysis
11.23.8. Analyst View
11.24. Quantum Adaptive Learning LLC.
11.24.1. Business Overview
11.24.2. Financial Data
11.24.3. Product Landscape
11.24.4. Collaboration and Funding
11.24.5. Mergers and Acquisitions
11.24.6. Strategic Outlook
11.24.7. SWOT Analysis
11.24.8. Analyst View
List of Data
TABLE 1 AI in Education industry 360 degree synopsis, 2013 - 2024
TABLE 2 AI in Education market, by region, 2013 - 2017 (USD Million)
TABLE 3 AI in Education market, by region, 2018-2024, (USD Million)
TABLE 4 AI in Education market, by model, 2013 - 2017 (USD Million)
TABLE 5 AI in Education market, by model, 2018-2024, (USD Million)
TABLE 6 AI in Education market, by deployment, 2013 - 2017 (USD Million)
TABLE 7 AI in Education market, by deployment, 2018-2024, (USD Million)
TABLE 8 AI in Education market, by technology, 2013-2017, (USD Million)
TABLE 9 AI in Education market, by luminaires, 2018-2024, (USD Million)
TABLE 10 AI in Education market, by application, 2013-2017, (USD Million)
TABLE 11 AI in Education market, by light controls, 2018-2024, (USD Million)
TABLE 12 AI in Education market, by end-use, 2013-2017, (USD Million)
TABLE 13 AI in Education market, by end-use, 2018-2024, (USD Million)
TABLE 14 Vendor Landscape, 2017
TABLE 15 Learner model market, by region, 2013 - 2017 (USD Million)
TABLE 16 Learner model market, by region, 2018-2024, (USD Million)
TABLE 17 Pedagogical model market, by region, 2013 - 2017 (USD Million)
TABLE 18 Pedagogical model market, by region, 2018-2024, (USD Million)
TABLE 19 Domain model market, by region, 2013 - 2017 (USD Million)
TABLE 20 Domain model market, by region, 2018-2024, (USD Million)
TABLE 21 Machine learning market, by region, 2013 - 2017 (USD Million)
TABLE 22 Machine learning market, by region, 2018-2024, (USD Million)
TABLE 23 Deep learning market, by region, 2013 - 2017 (USD Million)
TABLE 24 Deep learning market, by region, 2018-2024, (USD Million)
TABLE 25 NLP market, by region, 2013 - 2017 (USD Million)
TABLE 26 NLP market, by region, 2018-2024, (USD Million)
TABLE 27 Others market, by region, 2013 - 2017 (USD Million)
TABLE 28 Others market, by region, 2018-2024, (USD Million)
TABLE 29 Cloud deployment market, by region, 2013 - 2017 (USD Million)
TABLE 30 Cloud deployment market, by region, 2018-2024, (USD Million)
TABLE 31 On-Premise deployment market, by region, 2013 - 2017 (USD Million)
TABLE 32 On-premise deployment market, by region, 2018-2024, (USD Million)
TABLE 33 Learning platform & virtual facilitators market, by region, 2013 - 2017 (USD Million)
TABLE 34 Learning platform & virtual facilitators market, by region, 2018-2024, (USD Million)
TABLE 35 Intelligent tutoring system market, by region, 2013 - 2017 (USD Million)
TABLE 36 Intelligent tutoring system market, by region, 2018-2024, (USD Million)
TABLE 37 Smart content market, by region, 2013 - 2017 (USD Million)
TABLE 38 Smart content market, by region, 2018-2024, (USD Million)
TABLE 39 Fraud & risk management market, by region, 2013 - 2017 (USD Million)
TABLE 40 Fraud & risk management market, by region, 2018-2024, (USD Million)
TABLE 41 Others market, by region, 2013 - 2017 (USD Million)
TABLE 42 Others market, by region, 2018-2024, (USD Million)
TABLE 43 K-12 education market, by region, 2013 - 2017 (USD Million)
TABLE 44 K-12 education market, by region, 2018-2024, (USD Million)
TABLE 45 Higher education market, by region, 2013 - 2017 (USD Million)
TABLE 46 Higher education market, by region, 2018-2024, (USD Million)
TABLE 47 Corporate training market, by region, 2013 - 2017 (USD Million)
TABLE 48 Corporate training market, by region, 2018-2024, (USD Million)
TABLE 49 North America AI in Education market, by model, 2013 - 2017 (USD Million)
TABLE 50 North America AI in Education market, by model, 2018-2024, (USD Million)
TABLE 51 North America AI in Education market, by deployment, 2013 - 2017 (USD Million)
TABLE 52 North America AI in Education market, by deployment, 2018-2024, (USD Million)
TABLE 53 North America AI in Education market, by technology, 2013-2017, (USD Million)
TABLE 54 North America AI in Education market, by technology, 2018-2024, (USD Million)
TABLE 55 North America AI in Education market, by application, 2013-2017, (USD Million)
TABLE 56 North America AI in Education market, by application, 2018-2024, (USD Million)
TABLE 57 North America AI in Education market, by end-use, 2013-2017, (USD Million)
TABLE 58 North America AI in Education market, by end-use, 2018-2024, (USD Million)
TABLE 59 U.S. AI in Education market, by model, 2013 - 2017 (USD Million)
TABLE 60 U.S. AI in Education market, by model, 2018-2024, (USD Million)
TABLE 61 U.S. AI in Education market, by deployment, 2013 - 2017 (USD Million)
TABLE 62 U.S. AI in Education market, by deployment, 2018-2024, (USD Million)
TABLE 63 U.S. AI in Education market, by technology, 2013-2017, (USD Million)
TABLE 64 U.S. AI in Education market, by technology, 2018-2024, (USD Million)
TABLE 65 U.S. AI in Education market, by application, 2013-2017, (USD Million)
TABLE 66 U.S. AI in Education market, by application, 2018-2024, (USD Million)
TABLE 67 U.S. AI in Education market, by end-use, 2013-2017, (USD Million)
TABLE 68 U.S. AI in Education market, by end-use, 2018-2024, (USD Million)
TABLE 69 Canada AI in Education market, by model, 2013 - 2017 (USD Million)
TABLE 70 Canada AI in Education market, by model, 2018-2024, (USD Million)
TABLE 71 Canada AI in Education market, by deployment, 2013 - 2017 (USD Million)
TABLE 72 Canada AI in Education market, by deployment, 2018-2024, (USD Million)
TABLE 73 Canada AI in Education market, by technology, 2013-2017, (USD Million)
TABLE 74 Canada AI in Education market, by technology, 2018-2024, (USD Million)
TABLE 75 Canada AI in Education market, by application, 2013-2017, (USD Million)
TABLE 76 Canada AI in Education market, by application, 2018-2024, (USD Million)
TABLE 77 Canada AI in Education market, by end-use, 2013-2017, (USD Million)
TABLE 78 Canada AI in Education market, by end-use, 2018-2024, (USD Million)
TABLE 79 Europe AI in Education market, by model, 2013 - 2017 (USD Million)
TABLE 80 Europe AI in Education market, by model, 2018-2024, (USD Million)
TABLE 81 Europe AI in Education market, by deployment, 2013 - 2017 (USD Million)
TABLE 82 Europe AI in Education market, by deployment, 2018-2024, (USD Million)
TABLE 83 Europe AI in Education market, by technology, 2013-2017, (USD Million)
TABLE 84 Europe AI in Education market, by technology, 2018-2024, (USD Million)
TABLE 85 Europe AI in Education market, by application, 2013-2017, (USD Million)
TABLE 86 Europe AI in Education market, by application, 2018-2024, (USD Million)
TABLE 87 Europe AI in Education market, by end-use, 2013-2017, (USD Million)
TABLE 88 Europe AI in Education market, by end-use, 2018-2024, (USD Million)
TABLE 89 U.K AI in Education market, by model, 2013 - 2017 (USD Million)
TABLE 90 U.K AI in Education market, by model, 2018-2024, (USD Million)
TABLE 91 U.K AI in Education market, by deployment, 2013 - 2017 (USD Million)
TABLE 92 U.K AI in Education market, by deployment, 2018-2024, (USD Million)
TABLE 93 U.K AI in Education market, by technology, 2013-2017, (USD Million)
TABLE 94 U.K AI in Education market, by technology, 2018-2024, (USD Million)
TABLE 95 U.K AI in Education market, by application, 2013-2017, (USD Million)
TABLE 96 U.K AI in Education market, by application, 2018-2024, (USD Million)
TABLE 97 U.K AI in Education market, by end-use, 2013-2017, (USD Million)
TABLE 98 U.K AI in Education market, by end-use, 2018-2024, (USD Million)
TABLE 99 Germany AI in Education market, by model, 2013 - 2017 (USD Million)
TABLE 100 Germany AI in Education market, by model, 2018-2024, (USD Million)
TABLE 101 Germany AI in Education market, by deployment, 2013 - 2017 (USD Million)
TABLE 102 Germany AI in Education market, by deployment, 2018-2024, (USD Million)
TABLE 103 Germany AI in Education market, by technology, 2013-2017, (USD Million)
TABLE 104 Germany AI in Education market, by technology, 2018-2024, (USD Million)
TABLE 105 Germany AI in Education market, by application, 2013-2017, (USD Million)
TABLE 106 Germany AI in Education market, by application, 2018-2024, (USD Million)
TABLE 107 Germany AI in Education market, by end-use, 2013-2017, (USD Million)
TABLE 108 Germany AI in Education market, by end-use, 2018-2024, (USD Million)
TABLE 109 France AI in Education market, by model, 2013 - 2017 (USD Million)
TABLE 110 France AI in Education market, by model, 2018-2024, (USD Million)
TABLE 111 France AI in Education market, by deployment, 2013 - 2017 (USD Million)
TABLE 112 France AI in Education market, by deployment, 2018-2024, (USD Million)
TABLE 113 France AI in Education market, by technology, 2013-2017, (USD Million)

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