AI in Education Market by Technology (Deep Learning and ML, NLP), Application (Virtual Facilitators and Learning Environments, ITS, CDS, Fraud and Risk Management), Component (Solutions, Services), Deployment, End-User, and Region - Global Forecast to 2023
Table of Contents
1 Introduction
1.1 Objectives of the Study
1.2 Market Definition
1.3 Market Scope
1.4 Years Considered for the Study
1.5 Currency
1.6 Stakeholders
2 Research Methodology
2.1 Research Data
2.1.1 Secondary Data
2.1.2 Primary Data
2.1.2.1 Breakdown of Primaries
2.1.2.2 Key Industry Insights
2.2 Market Size Estimation
2.2.1 Bottom-Up Approach
2.2.2 Top-Down Approach
2.3 Research Assumptions
2.4 Limitations
3 Executive Summary
4 Premium Insights
4.1 Attractive Opportunities in the AI in Education Market
4.2 Market Top 3 Applications
4.3 Market Top 3 Applications and Regions
4.4 Market Potential, By Region
4.5 Market By Deployment
4.6 Market By Region
5 Market Overview and Industry Trends
5.1 Introduction
5.2 Market Dynamics
5.2.1 Drivers
5.2.1.1 AI Technology Enhancing and Improving Teachers’ and Students’ Experience and Knowledge Level
5.2.1.2 Increasing Adoption of the AI Technology for Various Applications in the Education Sector
5.2.1.3 Growing Need for Multilingual Translators Integrated With the AI Technology
5.2.2 Restraints
5.2.2.1 Slow Digitalization Rate Affecting the Adoption of the AI Technology in Emerging Economies
5.2.3 Opportunities
5.2.3.1 Increasing Investments in the Education Sector
5.2.3.2 Growing Demand of the AI Technology for Enhancing Education Systems
5.2.4 Challenges
5.2.4.1 Lack of Appropriateness of Ai-Enabled Assessment Processes
5.2.4.2 Insufficient Skills of Students and Teachers
5.3 Use Cases and Regulatory Implications
5.3.1 Introduction
5.3.2 AI in Education Market: Use Cases
5.3.2.1 Use Case: Scenario 1
5.3.2.2 Use Case: Scenario 2
5.3.2.3 Use Case: Scenario 3
5.3.2.4 Use Case: Scenario 4
5.4 Regulatory Implications
5.4.1 Introduction
5.4.2 Right to Education
5.4.3 National Science Education Standards
5.4.4 International Standard Classification of Education
5.4.5 European Network for Quality Assurance in Higher Education
5.4.6 Australian Education Act
5.4.7 Education Services for Overseas Students Act (ESOS)
5.4.8 Fundamental Law of Education
5.4.9 Compulsory Education Law of the People's Republic of China
5.4.10 South African Schools Act, No. 84 of 1996
5.4.11 The Education Act 2011
5.4.12 Every Student Succeeds Act
6 Educational Models
6.1 Introduction
6.2 Learner Model
6.3 Pedagogical Model
6.4 Domain Model
7 AI in Education Market, By Technology
7.1 Introduction
7.2 Machine Learning and Deep Learning
7.3 Natural Language Processing
8 AI in Education Market, By Application
8.1 Introduction
8.2 Virtual Facilitators and Learning Environments
8.3 Intelligent Tutoring Systems
8.4 Content Delivery Systems
8.5 Fraud and Risk Management
8.6 Others
9 AI in Education Market, By Component
9.1 Introduction
9.2 Solutions
9.2.1 Software Tools
9.2.2 Platforms
9.3 Services
9.3.1 Professional Services
9.3.2 Managed Services
10 AI in Education Market, By Deployment Mode
10.1 Introduction
10.2 Cloud
10.3 On-Premises
11 AI in Education Market, By End-User
11.1 Introduction
11.2 Educational Institutes
11.3 Educational Publishers
11.4 Others
12 Geographic Analysis
12.1 Introduction
12.2 North America
12.2.1 United States
12.2.2 Canada
12.3 Europe
12.3.1 United Kingdom
12.3.2 Germany
12.3.3 Switzerland
12.3.4 Rest of Europe
12.4 Asia Pacific
12.4.1 China
12.4.2 Japan
12.4.3 Singapore
12.4.4 Rest of APAC
12.5 Latin America
12.5.1 Brazil
12.5.2 Mexico
12.5.3 Rest of Latin America
12.6 Middle East and Africa
12.6.1 United Arab Emirates
12.6.2 South Africa
12.6.3 Qatar
12.6.4 Rest of Mea
13 Competitive Landscape
13.1 Overview
13.2 Top Players Operating in the AI in Education Market
13.3 Competitive Scenario
13.3.1 New Product/Service Launches and Product/Service Enhancements
13.3.2 Agreements and Partnerships
13.3.3 Acquisitions
14 Company Profiles
14.1 Introduction
(Business Overview, Solutions Offered, Recent Developments, SWOT Analysis, and MnM View)*
14.2 Google
14.3 IBM
14.4 Pearson
14.5 Microsoft
14.6 AWS
14.7 Nuance Communications
14.8 Cognizant
14.9 OSMO
14.10 Quantum Adaptive Learning
14.11 Querium Corporation
14.12 Third Space Learning
14.13 Aleks
14.14 Blackboard
14.15 Bridgeu
14.16 Carnegie Learning
14.17 Century
14.18 Cognii
14.19 Dreambox Learning
14.20 Elemental Path
14.21 Fishtree
14.22 Jellynote
14.23 Jenzabar
14.24 Knewton
14.25 Luilishuo
14.26 Metacog
*Details on Business Overview, Solutions Offered, Recent Developments, SWOT Analysis, and MnM View Might Not Be Captured in Case of Unlisted Companies.
15 Appendix
15.1 Industry Excerpts
15.2 Discussion Guide
15.3 Knowledge Store: Marketsandmarkets’ Subscription Portal
15.4 Available Customizations
15.5 Related Reports
15.6 Author Details
List of Tables
Table 1 United States Dollar Exchange Rate, 2015–2017
Table 2 Global Market Size and Growth Rate, 2016–2023
Table 3 AI in Education Market Size, By Technology, 2016–2023 (USD Million)
Table 4 Machine Learning and Deep Learning: Market Size By Region, 2016–2023 (USD Million)
Table 5 Natural Language Processing: Market Size By Region, 2016–2023 (USD Million)
Table 6 AI in Education Market Size, By Application, 2016–2023 (USD Million)
Table 7 Virtual Facilitators and Learning Environments: Market Size, By Region, 2016–2023 (USD Million)
Table 8 Intelligent Tutoring Systems: Market Size By Region, 2016–2023 (USD Million)
Table 9 Content Delivery Systems: Market Size By Region, 2016–2023 (USD Million)
Table 10 Fraud and Risk Management: Market Size By Region, 2016–2023 (USD Million)
Table 11 Others: Market Size, By Region, 2016–2023 (USD Million)
Table 12 AI in Education Market Size, By Component, 2016–2023 (USD Million)
Table 13 Solutions: Market Size By Type, 2016–2023 (USD Million)
Table 14 Software Tools Market Size, By Region, 2016–2023 (USD Million)
Table 15 Platforms Market Size, By Region, 2016–2023 (USD Million)
Table 16 Services: Market Size By Type, 2016–2023 (USD Million)
Table 17 Professional Services Market Size, By Region, 2016–2023 (USD Million)
Table 18 Managed Services Market Size, By Region, 2016–2023 (USD Million)
Table 19 AI in Education Market Size, By Deployment Mode, 2016–2023 (USD Million)
Table 20 Cloud: Market Size By Region, 2016–2023 (USD Million)
Table 21 On-Premises: Market Size By Region, 2016–2023 (USD Million)
Table 22 AI in Education Market Size, By End-User, 2016–2023 (USD Million)
Table 23 Educational Institutes: Market Size By Region, 2016–2023 (USD Million)
Table 24 Educational Publishers: Market Size By Region, 2016–2023 (USD Million)
Table 25 Others: AI in Education Market Size, By Region, 2016–2023 (USD Million)
Table 26 AI in Education Market Size, By Region, 2016–2023 (USD Million)
Table 27 Internet Users in North America, 2017–2023 (Million)
Table 28 Mobile Connections in North America, 2017–2023 (Million)
Table 29 Smartphone Users in North America, 2017–2023 (Million)
Table 30 North America: AI in Education Market Size, By Country, 2016–2023 (USD Million)
Table 31 North America: Market Size By Technology, 2016–2023 (USD Million)
Table 32 North America: Market Size By Application, 2016–2023 (USD Million)
Table 33 North America: Market Size By Component, 2016–2023 (USD Million)
Table 34 North America: Market Size By Solution, 2016–2023 (USD Million)
Table 35 North America: Market Size By Service, 2016–2023 (USD Million)
Table 36 North America: Market Size By Deployment Mode, 2016–2023 (USD Million)
Table 37 North America: Market Size By End-User, 2016–2023 (USD Million)
Table 38 Internet Users in Europe Region, 2017-2022 (Million)
Table 39 Mobile Connections in Europe Region, 2017-2022 (Million)
Table 40 Smarthphone Users in Europe Region, 2017-2022 (Million)
Table 41 Europe: AI in Education Market Size, By Country, 2016–2023 (USD Million)
Table 42 Europe: Market Size By Technology, 2016–2023 (USD Million)
Table 43 Europe: Market Size By Application, 2016–2023 (USD Million)
Table 44 Europe: Market Size By Component, 2016–2023 (USD Million)
Table 45 Europe: Market Size By Solution, 2016–2023 (USD Million)
Table 46 Europe: Market Size By Service, 2016–2023 (USD Million)
Table 47 Europe: Market Size By Deployment Mode, 2016–2023 (USD Million)
Table 48 Europe: Market Size By End-User, 2016–2023 (USD Million)
Table 49 Internet Users in Asia Pacific, 2017–2023 (Million)
Table 50 Mobile Connections in Asia Pacific, 2017–2023 (Million)
Table 51 Smartphone Users in Asia Pacific, 2017–2023 (Million)
Table 52 Asia Pacific: AI in Education Market Size, By Country, 2016–2023 (USD Million)
Table 53 Asia Pacific: Market Size By Technology, 2016–2023 (USD Million)
Table 54 Asia Pacific: Market Size By Application, 2016–2023 (USD Million)
Table 55 Asia Pacific: Market Size By Component, 2016–2023 (USD Million)
Table 56 Asia Pacific: Market Size By Solution, 2016–2023 (USD Million)
Table 57 Asia Pacific: Market Size By Service, 2016–2023 (USD Million)
Table 58 Asia Pacific: Market Size By Deployment Mode, 2016–2023 (USD Million)
Table 59 Asia Pacific: Market Size By End-User, 2016–2023 (USD Million)
Table 60 Internet Users in Latin America, 2017–2023 (Million)
Table 61 Mobile Connections in Latin America, 2017–2023 (Million)
Table 62 Smartphone Users in Latin America, 2017–2023 (Million)
Table 63 Latin America: AI in Education Market Size, By Country, 2016–2023 (USD Million)
Table 64 Latin America: Market Size By Technology, 2016–2023 (USD Million)
Table 65 Latin America: Market Size By Application, 2016–2023 (USD Million)
Table 66 Latin America: Market Size By Component, 2016–2023 (USD Million)
Table 67 Latin America: Market Size By Solution, 2016–2023 (USD Million)
Table 68 Latin America: Market Size By Service, 2016–2023 (USD Million)
Table 69 Latin America: Market Size By Deployment Mode, 2016–2023 (USD Million)
Table 70 Latin America: Market Size By End-User, 2016–2023 (USD Million)
Table 71 Internet Users in Middle East and Africa, 2017–2023 (Million)
Table 72 Smartphone Users in Middle East and Africa, 2017–2023 (Million)
Table 73 Middle East and Africa: AI in Education Market Size, By Country, 2016–2023 (USD Million)
Table 74 Middle East and Africa: Market Size By Technology, 2016–2023 (USD Million)
Table 75 Middle East and Africa: Market Size By Application, 2016–2023 (USD Million)
Table 76 Middle East and Africa: Market Size By Component, 2016–2023 (USD Million)
Table 77 Middle East and Africa: Market Size By Solution, 2016–2023 (USD Million)
Table 78 Middle East and Africa: Market Size By Service, 2016–2023 (USD Million)
Table 79 Middle East and Africa: Market Size By Deployment Mode, 2016–2023 (USD Million)
Table 80 Middle East and Africa: Market Size By End-User, 2016–2023 (USD Million)
Table 81 Market Ranking for AI in Education Market, 2018
Table 82 New Product/Service Launches and Product/Service Enhancements, 2016–2018
Table 83 Agreements and Partnerships, 2016–2018
Table 84 Acquisitions, 2016–2018
List of Figures
Figure 1 Global AI in Education Market Segmentation
Figure 2 Global Market Research Design
Figure 3 Breakdown of Primary Interviews: By Company, Designation, and Region
Figure 4 Data Triangulation
Figure 5 Market Size Estimation Methodology: Bottom-Up Approach
Figure 6 Market Size Estimation Methodology: Top-Down Approach
Figure 7 North America is Estimated to Have the Largest Market Share in 2018
Figure 8 AI in Education Market Snapshot, By Technology, 2017
Figure 9 Market Snapshot By Application, 2017
Figure 10 Market Snapshot By Component, 2017
Figure 11 Market Snapshot By Solution, 2017
Figure 12 Market Snapshot By Service, 2017
Figure 13 Market Snapshot By Deployment Mode, 2017
Figure 14 Market Snapshot By End-User, 2017
Figure 15 The Global AI in Education Market is Expected to Witness Significant Growth During the Forecast Period
Figure 16 Virtual Facilitators and Learning Environments Application is Expected to Grow at the Highest CAGR During the Forecast Period
Figure 17 Virtual Facilitators and Learning Environments Application and North America Region are Estimated to Have the Largest Market Shares in the AI in Education Market in 2018
Figure 18 Asia Pacific is Expected to Register the Highest CAGR During the Forecast Period
Figure 19 Services Segment is Expected to Have the Larger Market Size During the Forecast Period
Figure 20 North America Region is Estimated to Have the Largest Market Share in 2018
Figure 21 Market Investment Scenario: Asia Pacific is Expected to Be the Best Region for Investment During the Forecast Period
Figure 22 AI in Education Market: Drivers, Restraints, Opportunities, and Challenges
Figure 23 Natural Language Processing Technology is Expected to Grow at A Higher CAGR During the Forecast Period
Figure 24 Virtual Facilitators and Learning Environments Application is Expected to Witness the Highest CAGR During the Forecast Period
Figure 25 Services Component is Expected to Grow at A Higher CAGR During the Forecast Period
Figure 26 Platforms Segment is Expected to Grow at A Higher CAGR During the Forecast Period
Figure 27 Managed Services Segment is Expected to Grow at A Higher CAGR During the Forecast Period
Figure 28 Cloud Deployment Mode is Expected to Grow at A Higher CAGR During the Forecast Period
Figure 29 Educational Institutes End-User is Expected to Grow at the Highest CAGR During the Forecast Period
Figure 30 North America is Estimated to Account for the Largest Market Size in 2018
Figure 31 Asia Pacific is Expected to Register the Highest CAGR During the Forecast Period
Figure 32 North America: Market Snapshot
Figure 33 North America: AI in Education Market, By Application
Figure 34 Europe: AI in Education Market, By Application
Figure 35 Asia Pacific: Market Snapshot
Figure 36 Asia Pacific: Market By Application
Figure 37 Latin America: Market By Application
Figure 38 Middle East and Africa: AI in Education Market, By Application
Figure 39 Key Developments By Leading Players in the Market During 2016–2018
Figure 40 Market Evaluation Framework: Significant Business Strategies Have Fueled the Growth of the AI in Education Market
Figure 41 Geographic Revenue Mix of the Top 3 Market Players
Figure 42 Google: Company Snapshot
Figure 43 Google: SWOT Analysis
Figure 44 IBM: Company Snapshot
Figure 45 IBM: SWOT Analysis
Figure 46 Pearson: Company Snapshot
Figure 47 Pearson: SWOT Analysis
Figure 48 Microsoft: Company Snapshot
Figure 49 Microsoft: SWOT Analysis
Figure 50 AWS: Company Snapshot
Figure 51 AWS: SWOT Analysis
Figure 52 Nuance Communications: Company Snapshot
Figure 53 Nuance Communications: SWOT Analysis
Figure 54 Cognizant: Company Snapshot
Figure 55 Cognizant: SWOT Analysis
151X
Global Language Learning Games Market Research Report 2024
Published: 10-Jan-2024 Price: US 2900 Onwards Pages: 82
Language learning games provide a meaningful context for language use and build on skills necessary for responding appropriately in another language while being under pressure in various circumstances. Games offer a dynamic learning environment and help to refine nearly all aspects of our language skillspronunciation, spelling, grammar, vocabulary, syntax, not to mention our listening and written comprehension which all help generate fluency.
The global Language Learning Games mark......
Global Self-Paced E-Learning Market Growth (Status and Outlook) 2024-2030
Published: 04-Jan-2024 Price: US 3660 Onwards Pages: 125
According to our LPI (LP Information) latest study, the global Self-Paced E-Learning market size was valued at US$ 6682.2 million in 2023. With growing demand in downstream market, the Self-Paced E-Learning is forecast to a readjusted size of US$ 11830 million by 2030 with a CAGR of 8.5% during review period.
The research report highlights the growth potential of the global Self-Paced E-Learning market. Self-Paced E-Learning are expected to show stable growth in the future market. Howeve......
Global Educational Software Market Growth (Status and Outlook) 2024-2030
Published: 04-Jan-2024 Price: US 3660 Onwards Pages: 109
According to our LPI (LP Information) latest study, the global Educational Software market size was valued at US$ million in 2023. With growing demand in downstream market, the Educational Software is forecast to a readjusted size of US$ million by 2030 with a CAGR of % during review period.
The research report highlights the growth potential of the global Educational Software market. Educational Software are expected to show stable growth in the future market. However, product differenti......
Global Education Software Market Growth (Status and Outlook) 2024-2030
Published: 04-Jan-2024 Price: US 3660 Onwards Pages: 87
According to our LPI (LP Information) latest study, the global Education Software market size was valued at US$ million in 2023. With growing demand in downstream market, the Education Software is forecast to a readjusted size of US$ million by 2030 with a CAGR of % during review period.
The research report highlights the growth potential of the global Education Software market. Education Software are expected to show stable growth in the future market. However, product differentiation, r......
Global Virtual Schools Market Growth (Status and Outlook) 2024-2030
Published: 04-Jan-2024 Price: US 3660 Onwards Pages: 133
According to our LPI (LP Information) latest study, the global Virtual Schools market size was valued at US$ 3762.3 million in 2023. With growing demand in downstream market, the Virtual Schools is forecast to a readjusted size of US$ 9121.2 million by 2030 with a CAGR of 13.5% during review period.
The research report highlights the growth potential of the global Virtual Schools market. Virtual Schools are expected to show stable growth in the future market. However, product differentia......
Global Virtual Schools Market 2024 by Company, Regions, Type and Application, Forecast to 2030
Published: 01-Jan-2024 Price: US 3480 Onwards Pages: 121
According to our (Global Info Research) latest study, the global Virtual Schools market size was valued at USD 3957.3 million in 2023 and is forecast to a readjusted size of USD 8992.4 million by 2030 with a CAGR of 12.4% during review period.
An online school (virtual school or e-school or cyber-school) teaches students entirely or primarily online or through the internet. An online school can mimic many of the benefits provided by a physical school (learning materials, online exercises......
Global Adaptive Content Publishing Market Status and Outlook 2023-2028
Published: 28-Dec-2023 Price: US 3160 Onwards Pages: 106
Our market research experts provide qualitative and quantitative analysis of the market based on involving economic and non-economic factors in the same report with market value (million USD) data for each segment and sub-segment. This way, clients can achieve all their goals while taking advantage of emerging opportunities. Technological advancements, new product launches, and market capital flows are compared across scenarios to demonstrate their impact over the forecast period.
D......
Global Artificial Intelligence Courses for C-suite Executives Industry Research Report, In-depth Analysis of Current Status and Outlook of Key Countries 2023-2028
Published: 28-Dec-2023 Price: US 3380 Onwards Pages: 110
Market Overview of Global Artificial Intelligence Courses for C-suite Executives market:
According to our latest research, the global Artificial Intelligence Courses for C-suite Executives market looks promising in the next 5 years. As of 2022, the global Artificial Intelligence Courses for C-suite Executives market was estimated at USD XX million, and it's anticipated to reach USD XX million in 2028, with a CAGR of XX% during the forecast years.
As businesses, science, and m......
Global Corporate E-learning Market Status and Outlook 2023-2028
Published: 27-Dec-2023 Price: US 3160 Onwards Pages: 124
E-learning allows business executives to learn anywhere and at any time. You can learn from virtually any place with a computer or mobile .
Our market research experts provide qualitative and quantitative analysis of the market based on involving economic and non-economic factors in the same report with market value (million USD) data for each segment and sub-segment. This way, clients can achieve all their goals while taking advantage of emerging opportunities. Technological advancement......
SERVICES
Value for Money
We believe in "optimum utilization of available budget and resources". While servicing our clients' (your) market research requirements, we keep the same approach in focus to help you get the best value for your $$s.
Ever Growing Inventory
Ranging from the smallest feasible / required data (datasheets, data facts, SWOT analysis, company profiles, etc) to full research reports that help you make decisions, our inventory is updated almost on a daily basis with the latest industry reports from domain experts that track more than 5000 niche sectors.
One Stop Solution
Need a custom research report on medical devices market? Require all available business intelligence on 3D printing industry? Exploring F&B sector of a particular country/region? RnRMarketResearch.com is your one-stop-solution to all market intelligence needs. We not only offer custom research and consulting services, we also "bundle" reports to meet your needs and help you fetch the data analysis you require for your business.
Dedicated Client Engagement
Not limited to only "finding" relevant reports for you, our client engagement team dedicates its efforts to understand your "business need" and accordingly maps available research data to help you move forward. Call "your" client engagement executive any time of your day and get your questions answered in order to make the correct business decision.
Saving Time and Efforts
Simply share your research requirement details with us and let us do all the hard work to find required intelligence for you. When you add up our "one stop solution" and "dedicated client engagement" services mentioned above, you obviously know the time and effort saving you do by working with us.
Payment Flexibility
Working with Fortune 500 organizations, we understand the importance of being flexible for payments. Share your payment terms with us and we will surely match up to them to ensure you get access to required business intelligence data without having to wait for the payment to be done.
Post-Purchase Research Support
Have questions after reading a report / datasheet bought through us? Not sure about the methodology used for data available in the research? Talk to us / Share your questions with us and if required, we will connect you with the analyst(s)/author(s) of the report(s) and ensure you get satisfactory answers for the same. Need more data / analysis / report(s) on the topic of your research/project? The RnRMarketResearch.com team is here for you 24X7 to support you with your post-purchase requirements.
Subscription Offers & Packages (Get in touch with us for more details -
[email protected] / +1 888 391 5441 )
- Ad Hoc
-
- Pay - as - you - go / Bucket Subscriptions
- Fixed Cost for #of reports
- Customize / Personalize as per your needs