Artificial Intelligence (AI) in Education Market By Component, Technology, Deployment Model, Application and End-Users - Global Industry Analysis & Forecast to 2027
Published On : December 2021 Pages : 195 Category: Information & Communication Technology Report Code : IC1217318
The global Artificial Intelligence (AI) in Education Market is valued at USD 1.23 billion in 2021 and is projected to reach USD XX billion by the end of 2027, growing at a CAGR of XX% during the period 2022 to 2027.
The increasing demand for online learning platforms has enabled enterprises to develop innovative AI-based learning solutions due to the recent COVID-19 outbreak. AI refers to the theory and development of computer systems with the capability of performing repetitive tasks that require human intelligence. In the AI in education market, AI-enabled solutions and services perform various functions, such as knowledge delivery, grading and grouping of students on a performance basis, and intelligent tutorial systems to improve the learning experience of students and teachers.
The report exhibit detail coverage of Artificial Intelligence (AI) in Education industry and market trends. The report also analyses present and past market values to forecast potential market through the forecast period between 2027-2027.This research study of Artificial Intelligence (AI) in Education Market involved the extensive usage of both primary and secondary data sources. This includes the study of various parameters affecting the industry, including the government policy, market environment, competitive landscape, historical data, present trends in the market, technological innovation, upcoming technologies and the technical progress in related industry.
In addition, the report provides insight into main drivers, challenges, opportunities and risk of the market and strategies of suppliers. Key players are profiled as well. Overall, this report covers the historical situation, present status and the future prospects of the global Artificial Intelligence (AI) in Education Market for 2022-2027.
Crystal Market Research envisions that the span of the Artificial Intelligence (AI) in Education Market will develop amid the estimated time frame as the Compound Annual Growth Rate boosts significantly. The objective of the market research report is the current status of the market and in accordance classifies it into a few portions. The report takes into consideration the prime market players in every area from over the globe.
Our research study analyses the size of the global market of Artificial Intelligence (AI) in Education in primary regions such as North America, South America, Middle East & Africa, Asia Pacific and Europe. It also classifies the Artificial Intelligence (AI) in Education Market by key manufacturers, region, type and application. Furthermore, this study examines in the status of the market, market share, future trends, growth rate, competitive landscape, opportunities, market driving factors and restraints, and challenges.
To stay updated with the latest technology and functions of the industry, Crystal Market Research regularly performs interviews with several industry experts and visits for its expert research analysts. The data sources include but not limited to reports of company’s, international organizations and governments, MMI market surveys, and related industry news.
This report forecasts revenue growth at global, regional & country levels and provides an analysis on the industry trends in each of the sub-segments from 2017 to 2027. This report has segmented the Artificial Intelligence (AI) in Education Market on the basis of fabric, product, application, and region:
By Region
- North America (US, Canada, Mexico)
- Europe (Germany, UK, France, Russia, Italy, Rest of Europe)
- Asia-Pacific (China, Japan, South Korea, India, Southeast Asia, Rest of Asia-Pacific)
- South America (Brazil, Argentina, Columbia, Rest of South America)
- Middle East and Africa (Saudi Arabia, UAE, Egypt, Nigeria, South Africa, Turkey, Rest of MEA)
Competitive Analysis
The major players in the market are profiled in detail in view of qualities, for example, company portfolio, business strategies, financial overview, recent developments, and share of the overall industry.
- IBM
- Pearson
- Blackboard Inc
- Microsoft
- Amazon Web Services, Inc
- Nuance Communications
- Cognizant
- Fishtree
- Third Space Learning
- OSMO
- Quantum Adaptive Learning
- Dreambox Learning
- Century Tech Limited
- Cerevrum Inc.
- Querium Corporation
- Cognii Inc
- PleiQ Smart Toys SpA
Years considered for this report:
Historical Years: 2017-2021
Base Year: 2021
Estimated Year: 2022
Forecast Period: 2022-2027
Some of the key questions answered by the report are:
- What was the market size in 2017 and forecast from 2022 to 2027?
- What will be the industry market growth from 2017 to 2027?
- What are the major drivers, restraints, opportunities, challenges, and industry trends and their impact on the market forecast?
- What are the major segments leading the market growth and why?
- Which are the leading players in the market and what are the major strategies adopted by them to sustain the market competition?
Market Classification
· Artificial Intelligence (AI) in Education Market, By Component, Estimates and Forecast, 2017-2027 ($Million)
o Solution
o Service
· Artificial Intelligence (AI) in Education Market, By Technology, Estimates and Forecast, 2017-2027 ($Million)
o Machine Learning
o Deep Learning
o Natural Language Processing
o Others
· Artificial Intelligence (AI) in Education Market, By Deployment Model, Estimates and Forecast, 2017-2027 ($Million)
o Cloud
o On-premise
· Artificial Intelligence (AI) in Education Market, By Application, Estimates and Forecast, 2017-2027 ($Million)
o Learning Platforms & Virtual Facilitators
o Intelligent Tutoring System
o Smart Content
o Fraud & Risk Management
o Others
· Artificial Intelligence (AI) in Education Market, By End-User, Estimates and Forecast, 2017-2027 ($Million)
o Higher Education
o K-12 Education
o Corporate Training
· Artificial Intelligence (AI) in Education Market, By Key Players, Estimates and Forecast, 2017-2027 ($Million)
o Google
o IBM
o Pearson
o Blackboard Inc
o Microsoft
o Amazon Web Services, Inc
o Nuance Communications
o Cognizant
o Fishtree
o Third Space Learning
o OSMO
o Quantum Adaptive Learning
o Dreambox Learning
o Century Tech Limited
o Cerevrum Inc.
o Querium Corporation
o Cognii Inc
o PleiQ Smart Toys SpA
· Artificial Intelligence (AI) in Education Market, By Region, Estimates and Forecast, 2017-2027 ($Million)
o North America
§ North America Artificial Intelligence (AI) in Education Market, By Country
o U.S. Artificial Intelligence (AI) in Education Market
o Canada Artificial Intelligence (AI) in Education Market
o Mexico Artificial Intelligence (AI) in Education Market
o Europe
§ Europe Artificial Intelligence (AI) in Education Market, By Country
o UK Artificial Intelligence (AI) in Education Market
o Germany Artificial Intelligence (AI) in Education Market
o France Artificial Intelligence (AI) in Education Market
o Russia Artificial Intelligence (AI) in Education Market
o Italy Artificial Intelligence (AI) in Education Market
o Rest of Europe Artificial Intelligence (AI) in Education Market
o Asia-Pacific
§ Asia-Pacific Artificial Intelligence (AI) in Education Market, By Country
o China Artificial Intelligence (AI) in Education Market
o Japan Artificial Intelligence (AI) in Education Market
o South Korea Artificial Intelligence (AI) in Education Market
o India Artificial Intelligence (AI) in Education Market
o Southeast Asia Artificial Intelligence (AI) in Education Market
o Rest of Asia-Pacific Artificial Intelligence (AI) in Education Market
o South America
§ South America Artificial Intelligence (AI) in Education Market
o Brazil Artificial Intelligence (AI) in Education Market
o Argentina Artificial Intelligence (AI) in Education Market
o Columbia Artificial Intelligence (AI) in Education Market
o Rest of South America Artificial Intelligence (AI) in Education Market
o Middle East and Africa
§ Middle East and Africa Artificial Intelligence (AI) in Education Market
o Saudi Arabia Artificial Intelligence (AI) in Education Market
o UAE Artificial Intelligence (AI) in Education Market
o Egypt Artificial Intelligence (AI) in Education Market
o Nigeria Artificial Intelligence (AI) in Education Market
o South Africa Artificial Intelligence (AI) in Education Market
o Turkey Artificial Intelligence (AI) in Education Market
o Rest of MEA Artificial Intelligence (AI) in Education Market
Table of Contents
1. Introduction
1.1. Report Description
2. Executive Summary
2.1. Key Highlights
3. Market Overview
3.1. Introduction
3.1.1. Market Definition
3.1.2. Market Segmentation
3.2. Market Dynamics
3.2.1. Drivers
3.2.2. Restraints
3.2.3. Opportunities
4. Market Analysis by Regions
4.1. North America (United States, Canada and Mexico)
4.1.1. United States Market Status and Outlook (2017-2027)
4.1.2. Canada Market Status and Outlook (2017-2027)
4.1.3. Mexico Market Status and Outlook (2017-2027)
4.2. Europe (Germany, France, UK, Russia, Italy and Rest of Europe)
4.2.1. Germany Market Status and Outlook (2017-2027)
4.2.2. France Market Status and Outlook (2017-2027)
4.2.3. UK Market Status and Outlook (2017-2027)
4.2.4. Russia Market Status and Outlook (2017-2027)
4.2.5. Italy Market Status and Outlook (2017-2027)
4.2.6. Rest of Europe Market Status and Outlook (2017-2027)
4.3. Asia-Pacific (China, Japan, Korea, India, Southeast Asia and Rest of Asia-Pacific)
4.3.1. China Market Status and Outlook (2017-2027)
4.3.2. Japan Market Status and Outlook (2017-2027)
4.3.3. Korea Market Status and Outlook (2017-2027)
4.3.4. India Market Status and Outlook (2017-2027)
4.3.5. Southeast Asia Market Status and Outlook (2017-2027)
4.3.6. Rest of Asia-Pacific Market Status and Outlook (2017-2027)
4.4. South America (Brazil, Argentina, Columbia and Rest of South America)
4.4.1. Brazil Market Status and Outlook (2017-2027)
4.4.2. Argentina Market Status and Outlook (2017-2027)
4.4.3. Columbia Market Status and Outlook (2017-2027)
4.4.4. Rest of South America Market Status and Outlook (2017-2027)
4.5. Middle East and Africa (Saudi Arabia, UAE, Egypt, Nigeria, South Africa and Rest of MEA)
4.5.1. Saudi Arabia Market Status and Outlook (2017-2027)
4.5.2. United Arab Emirates Market Status and Outlook (2017-2027)
4.5.3. Egypt Market Status and Outlook (2017-2027)
4.5.4. Nigeria Market Status and Outlook (2017-2027)
4.5.5. South Africa Market Status and Outlook (2017-2027)
4.5.6. Turkey Market Status and Outlook (2017-2027)
4.5.7. Rest of Middle East and Africa Market Status and Outlook (2017-2027)
5. Artificial Intelligence (AI) In Education Market, By Component
5.1. Introduction
5.2. Global Artificial Intelligence (AI) In Education Revenue and Market Share by Component (2017-2021)
5.2.1. Global Artificial Intelligence (AI) In Education Revenue and Revenue Share by Component (2017-2021)
5.3. Solution
5.3.1. Global Solution Revenue and Growth Rate (2017-2021)
5.4. Service
5.4.1. Global Service Revenue and Growth Rate (2017-2021)
6. Artificial Intelligence (AI) In Education Market, By Technology
6.1. Introduction
6.2. Global Artificial Intelligence (AI) In Education Revenue and Market Share by Technology (2017-2021)
6.2.1. Global Artificial Intelligence (AI) In Education Revenue and Revenue Share by Technology (2017-2021)
6.3. Machine Learning
6.3.1. Global Machine Learning Revenue and Growth Rate (2017-2021)
6.4. Deep Learning
6.4.1. Global Deep Learning Revenue and Growth Rate (2017-2021)
6.5. Natural Language Processing
6.5.1. Global Natural Language Processing Revenue and Growth Rate (2017-2021)
6.6. Others
6.6.1. Global Others Revenue and Growth Rate (2017-2021)
7. Artificial Intelligence (AI) In Education Market, By Deployment Model
7.1. Introduction
7.2. Global Artificial Intelligence (AI) In Education Revenue and Market Share by Deployment Model (2017-2021)
7.2.1. Global Artificial Intelligence (AI) In Education Revenue and Revenue Share by Deployment Model (2017-2021)
7.3. Cloud
7.3.1. Global Cloud Revenue and Growth Rate (2017-2021)
7.4. On-premise
7.4.1. Global On-premise Revenue and Growth Rate (2017-2021)
8. Artificial Intelligence (AI) In Education Market, By Application
8.1. Introduction
8.2. Global Artificial Intelligence (AI) In Education Revenue and Market Share by Application (2017-2021)
8.2.1. Global Artificial Intelligence (AI) In Education Revenue and Revenue Share by Application (2017-2021)
8.3. Learning Platforms & Virtual Facilitators
8.3.1. Global Learning Platforms & Virtual Facilitators Revenue and Growth Rate (2017-2021)
8.4. Intelligent Tutoring System
8.4.1. Global Intelligent Tutoring System Revenue and Growth Rate (2017-2021)
8.5. Smart Content
8.5.1. Global Smart Content Revenue and Growth Rate (2017-2021)
8.6. Fraud & Risk Management
8.6.1. Global Fraud & Risk Management Revenue and Growth Rate (2017-2021)
8.7. Others
8.7.1. Global Others Revenue and Growth Rate (2017-2021)
9. Artificial Intelligence (AI) In Education Market, By End-User
9.1. Introduction
9.2. Global Artificial Intelligence (AI) In Education Revenue and Market Share by End-User (2017-2021)
9.2.1. Global Artificial Intelligence (AI) In Education Revenue and Revenue Share by End-User (2017-2021)
9.3. Higher Education
9.3.1. Global Higher Education Revenue and Growth Rate (2017-2021)
9.4. K-12 Education
9.4.1. Global K-12 Education Revenue and Growth Rate (2017-2021)
9.5. Corporate Training
9.5.1. Global Corporate Training Revenue and Growth Rate (2017-2021)
10. Artificial Intelligence (AI) In Education Market, By Region
10.1. Introduction
10.2. Global Artificial Intelligence (AI) In Education Revenue and Market Share by Regions
10.2.1. Global Artificial Intelligence (AI) In Education Revenue by Regions (2017-2021)
10.3. North America Artificial Intelligence (AI) In Education by Countries
10.3.1. North America Artificial Intelligence (AI) In Education Revenue and Growth Rate (2017-2021)
10.3.2. North America Artificial Intelligence (AI) In Education Revenue (Million USD) by Countries (2017-2021)
10.3.3. United States
10.3.3.1. United States Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.3.4. Canada
10.3.4.1. Canada Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.3.5. Mexico
10.3.5.1. Mexico Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.4. Europe Artificial Intelligence (AI) In Education by Countries
10.4.1. Europe Artificial Intelligence (AI) In Education Revenue and Growth Rate (2017-2021)
10.4.2. Europe Artificial Intelligence (AI) In Education Revenue (Million USD) by Countries (2017-2021)
10.4.3. Germany
10.4.3.1. Germany Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.4.4. France
10.4.4.1. France Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.4.5. UK
10.4.5.1. UK Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.4.6. Russia
10.4.6.1. Russia Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.4.7. Italy
10.4.7.1. Italy Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.4.8. Rest of Europe
10.4.8.1. Rest of Europe Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.5. Asia-Pacific Artificial Intelligence (AI) In Education by Countries
10.5.1. Asia-Pacific Artificial Intelligence (AI) In Education Revenue and Growth Rate (2017-2021)
10.5.2. Asia-Pacific Artificial Intelligence (AI) In Education Revenue (Million USD) by Countries (2017-2021)
10.5.3. China
10.5.3.1. China Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.5.4. Japan
10.5.4.1. Japan Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.5.5. Korea
10.5.5.1. Korea Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.5.6. India
10.5.6.1. India Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.5.7. Southeast Asia
10.5.7.1. Southeast Asia Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.5.8. Rest of Asia-Pacific
10.5.8.1. Rest of Asia-Pacific Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.6. South America Artificial Intelligence (AI) In Education by Countries
10.6.1. South America Artificial Intelligence (AI) In Education Revenue and Growth Rate (2017-2021)
10.6.2. South America Artificial Intelligence (AI) In Education Revenue (Million USD) by Countries (2017-2021)
10.6.3. Brazil
10.6.3.1. Brazil Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.6.4. Argentina
10.6.4.1. Argentina Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.6.5. Columbia
10.6.5.1. Columbia Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.6.6. Rest of South America
10.6.6.1. Rest of South America Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.7. Middle East and Africa Artificial Intelligence (AI) In Education by Countries
10.7.1. Middle East and Africa Artificial Intelligence (AI) In Education Revenue and Growth Rate (2017-2021)
10.7.2. Middle East and Africa Artificial Intelligence (AI) In Education Revenue (Million USD) by Countries (2017-2021)
10.7.3. Saudi Arabia
10.7.3.1. Saudi Arabia Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.7.4. United Arab Emirates
10.7.4.1. United Arab Emirates Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.7.5. Egypt
10.7.5.1. Egypt Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.7.6. Nigeria
10.7.6.1. Nigeria Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.7.7. South Africa
10.7.7.1. South Africa Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.7.8. Turkey
10.7.8.1. Turkey Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
10.7.9. Rest of Middle East and Africa
10.7.9.1. Rest of Middle East and Africa Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
11. Company Profiles
11.1. Google
11.1.1. Business Overview
11.1.2. Service Portfolio
11.1.3. Strategic Developments
11.1.4. Financial Overview
11.2. IBM
11.2.1. Business Overview
11.2.2. Service Portfolio
11.2.3. Strategic Developments
11.2.4. Financial Overview
11.3. Pearson
11.3.1. Business Overview
11.3.2. Service Portfolio
11.3.3. Strategic Developments
11.3.4. Financial Overview
11.4. Microsoft Corporation
11.4.1. Business Overview
11.4.2. Service Portfolio
11.4.3. Strategic Developments
11.4.4. Financial Overview
11.5. Blackboard Inc.
11.5.1. Business Overview
11.5.2. Service Portfolio
11.5.3. Strategic Developments
11.5.4. Financial Overview
11.6. Amazon Web Services, Inc
11.6.1. Business Overview
11.6.2. Service Portfolio
11.6.3. Strategic Developments
11.6.4. Financial Overview
11.7. Nuance Communications
11.7.1. Business Overview
11.7.2. Service Portfolio
11.7.3. Strategic Developments
11.7.4. Financial Overview
11.8. Fishtree
11.8.1. Business Overview
11.8.2. Service Portfolio
11.8.3. Strategic Developments
11.8.4. Financial Overview
11.9. Third Space Learning
11.9.1. Business Overview
11.9.2. Service Portfolio
11.9.3. Strategic Developments
11.9.4. Financial Overview
11.10. OSMO
11.10.1. Business Overview
11.10.2. Service Portfolio
11.10.3. Strategic Developments
11.10.4. Financial Overview
11.11. Quantum Adaptive Learning
11.11.1. Business Overview
11.11.2. Service Portfolio
11.11.3. Strategic Developments
11.11.4. Financial Overview
11.12. Dreambox Learning
11.12.1. Business Overview
11.12.2. Service Portfolio
11.12.3. Strategic Developments
11.12.4. Financial Overview
11.13. Century Tech Limited
11.13.1. Business Overview
11.13.2. Service Portfolio
11.13.3. Strategic Developments
11.13.4. Financial Overview
11.14. Cerevrum Inc.
11.14.1. Business Overview
11.14.2. Service Portfolio
11.14.3. Strategic Developments
11.14.4. Financial Overview
11.15. Querium Corporation
11.15.1. Business Overview
11.15.2. Service Portfolio
11.15.3. Strategic Developments
11.15.4. Financial Overview
11.16. Cognii Inc.
11.16.1. Business Overview
11.16.2. Service Portfolio
11.16.3. Strategic Developments
11.16.4. Financial Overview
11.17. PleiQ Smart Toys SpA
11.17.1. Business Overview
11.17.2. Service Portfolio
11.17.3. Strategic Developments
11.17.4. Financial Overview
12. Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.1. Global Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2022-2027)
12.2. Artificial Intelligence (AI) In Education Market Forecast by Regions (2022-2027)
12.2.1. North America Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.1.1. United States Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.1.2. Canada Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.1.3. Mexico Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.2. Europe Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.2.1. Germany Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.2.2. France Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.2.3. UK Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.2.4. Russia Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.2.5. Italy Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.2.6. Rest of Europe Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.3. Asia-Pacific Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.3.1. China Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.3.2. Japan Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.3.3. Korea Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.3.4. India Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.3.5. Southeast Asia Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.3.6. Rest of Asia-Pacific Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.4. South America Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.4.1. Brazil Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.4.2. Argentina Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.4.3. Columbia Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.4.4. Rest of South America Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.5. Middle East and Africa Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.5.1. Saudi Arabia Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.5.2. United Arab Emirates Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.5.3. Egypt Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.5.4. Nigeria Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.5.5. South Africa Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.5.6. Turkey Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.2.5.7. Rest of Middle East and Africa Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
12.3. Artificial Intelligence (AI) In Education Market Forecast by Component (2022-2027)
12.3.1. Artificial Intelligence (AI) In Education Forecast by Component (2022-2027)
12.3.2. Artificial Intelligence (AI) In Education Market Share Forecast by Component (2022-2027)
12.4. Artificial Intelligence (AI) In Education Market Forecast by Technology (2022-2027)
12.4.1. Artificial Intelligence (AI) In Education Forecast by Technology (2022-2027)
12.4.2. Artificial Intelligence (AI) In Education Market Share Forecast by Technology (2022-2027)
12.5. Artificial Intelligence (AI) In Education Market Forecast by Deployment Model (2022-2027)
12.5.1. Artificial Intelligence (AI) In Education Forecast by Deployment Model (2022-2027)
12.5.2. Artificial Intelligence (AI) In Education Market Share Forecast by Deployment Model (2022-2027)
12.6. Artificial Intelligence (AI) In Education Market Forecast by Application (2022-2027)
12.6.1. Artificial Intelligence (AI) In Education Forecast by Application (2022-2027)
12.6.2. Artificial Intelligence (AI) In Education Market Share Forecast by Application (2022-2027)
12.7. Artificial Intelligence (AI) In Education Market Forecast by End-User (2022-2027)
12.7.1. Artificial Intelligence (AI) In Education Forecast by End-User (2022-2027)
12.7.2. Artificial Intelligence (AI) In Education Market Share Forecast by End-User (2022-2027)
13. List of Tables and Figures
Figure United States Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure Canada Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure Mexico Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure Germany Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure France Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure UK Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure Russia Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure Italy Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure Rest of Europe Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure China Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure Japan Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure Korea Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure India Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure Southeast Asia Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure Rest of Asia-Pacific Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure Brazil Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure Argentina Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure Columbia Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure Rest of South America Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure Saudi Arabia Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure United Arab Emirates Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure Egypt Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure Nigeria Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure South Africa Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure Turkey Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Figure Rest of Middle East and Africa Artificial Intelligence (AI) In Education Revenue (Million USD) and Growth Rate (2017-2027)
Table Global Artificial Intelligence (AI) In Education Revenue and Revenue Share by Component (2017-2021)
Figure Global Solution Revenue and Growth Rate (2017-2021)
Figure Global Service Revenue and Growth Rate (2017-2021)
Table Global Artificial Intelligence (AI) In Education Revenue and Revenue Share by Technology (2017-2021)
Figure Global Machine Learning Revenue and Growth Rate (2017-2021)
Figure Global Deep Learning Revenue and Growth Rate (2017-2021)
Figure Global Natural Language Processing Revenue and Growth Rate (2017-2021)
Figure Global Others Revenue and Growth Rate (2017-2021)
Table Global Artificial Intelligence (AI) In Education Revenue and Revenue Share by Deployment Model (2017-2021)
Figure Global Cloud Revenue and Growth Rate (2017-2021)
Figure Global On-premise Revenue and Growth Rate (2017-2021)
Table Global Artificial Intelligence (AI) In Education Revenue and Revenue Share by Application (2017-2021)
Figure Global Learning Platforms & Virtual Facilitators Revenue and Growth Rate (2017-2021)
Figure Global Intelligent Tutoring System Revenue and Growth Rate (2017-2021)
Figure Global Smart Content Revenue and Growth Rate (2017-2021)
Figure Global Fraud & Risk Management Revenue and Growth Rate (2017-2021)
Figure Global Others Revenue and Growth Rate (2017-2021)
Table Global Artificial Intelligence (AI) In Education Revenue and Revenue Share by End-User (2017-2021)
Figure Global Higher Education Revenue and Growth Rate (2017-2021)
Figure Global K-12 Education Revenue and Growth Rate (2017-2021)
Figure Global Corporate Training Revenue and Growth Rate (2017-2021)
Table Global Artificial Intelligence (AI) In Education Revenue by Regions (2017-2021)
Figure North America Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure North America Artificial Intelligence (AI) In Education Revenue and Growth Rate (2017-2021)
Figure North America Artificial Intelligence (AI) In Education by Countries (2017-2021)
Figure North America Artificial Intelligence (AI) In Education Revenue (Million USD) by Countries (2017-2021)
Figure United States Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure United States Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure Canada Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure Canada Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure Mexico Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure Mexico Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure Europe Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure Europe Artificial Intelligence (AI) In Education Revenue and Growth Rate (2017-2021)
Figure Europe Artificial Intelligence (AI) In Education by Countries (2017-2021)
Figure Europe Artificial Intelligence (AI) In Education Revenue (Million USD) by Countries (2017-2021)
Figure Germany Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure Germany Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure France Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure France Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure UK Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure UK Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure Russia Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure Russia Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure Italy Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure Italy Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure Rest of Europe Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure Rest of Europe Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure Asia-Pacific Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure Asia-Pacific Artificial Intelligence (AI) In Education Revenue and Growth Rate (2017-2021)
Figure Asia-Pacific Artificial Intelligence (AI) In Education by Countries (2017-2021)
Figure Asia-Pacific Artificial Intelligence (AI) In Education Revenue (Million USD) by Countries (2017-2021)
Figure China Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure China Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure Japan Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure Japan Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure Korea Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure Korea Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure India Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure India Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure Southeast Asia Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure Southeast Asia Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure Rest of Asia-Pacific Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure Rest of Asia-Pacific Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure South America Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure South America Artificial Intelligence (AI) In Education Revenue and Growth Rate (2017-2021)
Figure South America Artificial Intelligence (AI) In Education by Countries (2017-2021)
Figure South America Artificial Intelligence (AI) In Education Revenue (Million USD) by Countries (2017-2021)
Figure Brazil Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure Brazil Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure Argentina Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure Argentina Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure Columbia Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure Columbia Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure Rest of South America Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure Rest of South America Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure Middle East and Africa Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure Middle East and Africa Artificial Intelligence (AI) In Education Revenue and Growth Rate (2017-2021)
Figure Middle East and Africa Artificial Intelligence (AI) In Education by Countries (2017-2021)
Figure Middle East and Africa Artificial Intelligence (AI) In Education Revenue (Million USD) by Countries (2017-2021)
Figure Saudi Arabia Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure Saudi Arabia Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure United Arab Emirates Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure United Arab Emirates Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure Egypt Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure Egypt Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure Nigeria Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure Nigeria Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure South Africa Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure South Africa Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure Turkey Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure Turkey Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Figure Rest of Middle East and Africa Artificial Intelligence (AI) In Education Growth Rate (2017-2021)
Figure Rest of Middle East and Africa Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2017-2021)
Table Google Artificial Intelligence (AI) In Education Financial Overview
Table IBM Artificial Intelligence (AI) In Education Financial Overview
Table Pearson Artificial Intelligence (AI) In Education Financial Overview
Table Microsoft Corporation Artificial Intelligence (AI) In Education Financial Overview
Table Blackboard Inc. Artificial Intelligence (AI) In Education Financial Overview
Table Amazon Web Services, Inc Artificial Intelligence (AI) In Education Financial Overview
Table Nuance Communications Artificial Intelligence (AI) In Education Financial Overview
Table Fishtree Artificial Intelligence (AI) In Education Financial Overview
Table Third Space Learning Artificial Intelligence (AI) In Education Financial Overview
Table OSMO Artificial Intelligence (AI) In Education Financial Overview
Table Quantum Adaptive Learning Artificial Intelligence (AI) In Education Financial Overview
Table Dreambox Learning Artificial Intelligence (AI) In Education Financial Overview
Table Century Tech Limited Artificial Intelligence (AI) In Education Financial Overview
Table Cerevrum Inc. Artificial Intelligence (AI) In Education Financial Overview
Table Querium Corporation Artificial Intelligence (AI) In Education Financial Overview
Table Cognii Inc. Artificial Intelligence (AI) In Education Financial Overview
Table PleiQ Smart Toys SpA Artificial Intelligence (AI) In Education Financial Overview
Figure Global Artificial Intelligence (AI) In Education Revenue (Millions USD) and Growth Rate (2022-2027)
Table Artificial Intelligence (AI) In Education Market Forecast by Regions (2022-2027)
Figure North America Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure United States Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure Canada Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure Mexico Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure Europe Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure Germany Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure France Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure UK Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure Russia Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure Italy Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure Rest of Europe Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure Asia-Pacific Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure China Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure Japan Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure Korea Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure India Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure Southeast Asia Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure Rest of Asia-Pacific Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure South America Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure Brazil Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure Argentina Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure Columbia Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure Rest of South America Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure Middle East and Africa Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure Saudi Arabia Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure United Arab Emirates Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure Egypt Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure Nigeria Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure South Africa Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure Turkey Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure Rest of Middle East and Africa Artificial Intelligence (AI) In Education Market Forecast (2022-2027)
Figure Global Artificial Intelligence (AI) In Education Forecast by Component (2022-2027)
Figure Global Artificial Intelligence (AI) In Education Market Share Forecast by Component (2022-2027)
Figure Global Artificial Intelligence (AI) In Education Forecast by Component (2022-2027)
Figure Global Artificial Intelligence (AI) In Education Forecast by Technology (2022-2027)
Figure Global Artificial Intelligence (AI) In Education Market Share Forecast by Technology (2022-2027)
Figure Global Artificial Intelligence (AI) In Education Forecast by Technology (2022-2027)
Figure Global Artificial Intelligence (AI) In Education Forecast by Deployment Model (2022-2027)
Figure Global Artificial Intelligence (AI) In Education Market Share Forecast by Deployment Model (2022-2027)
Figure Global Artificial Intelligence (AI) In Education Forecast by Deployment Model (2022-2027)
Figure Global Artificial Intelligence (AI) In Education Forecast by Application (2022-2027)
Figure Global Artificial Intelligence (AI) In Education Market Share Forecast by Application (2022-2027)
Figure Global Artificial Intelligence (AI) In Education Forecast by Application (2022-2027)
Figure Global Artificial Intelligence (AI) In Education Forecast by End-User (2022-2027)
Figure Global Artificial Intelligence (AI) In Education Market Share Forecast by End-User (2022-2027)
Figure Global Artificial Intelligence (AI) In Education Forecast by End-User (2022-2027)
Please Note: Data related to the Companies are subject to Availability.
Research Methodology
We use both primary as well as secondary research for our market surveys, estimates and for developing forecast. Our research process commence by analyzing the problem which enable us to design the scope for our research study. Our research process is uniquely designed with enough flexibility to adjust according to changing nature of products and markets, while retaining core element to ensure reliability and accuracy in research findings. We understand both macro and micro-economic factors to evaluate and forecast different market segments.
Data Mining
Data is extensively collected through various secondary sources such as annual reports, investor presentations, SEC filings, and other corporate publications. We also refer trade magazines, technical journals, paid databases such as Factiva and Bloomberg, industry trade journals, scientific journals, and social media data to understand market dynamics and industry trends. Further, we also conduct primary research to understand market drivers, restraints, opportunities, challenges, and competitive scenario to build our analysis.
Data Collection Matrix
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Data Collection Matrix |
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Demand Side |
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Primary Data Sources |
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Secondary Data Sources |
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Market Modeling and Forecasting
We use epidemiology and capital equipment-based models to forecast market size of different segments at country and regional level.
- Epidemiology-based Forecasting Model: This method uses epidemiology data gathered through various publications and from physicians to estimate population of patients, flow of treatment of individual disease and therapies. The data collected through this method includes statics on incidence of disease, population suffering from disease, and treatment population. This method is used to understand:
- Number of patients for particular device or medical procedure and
- Repeated use of particular device depending on health and condition of patient
- Capital-based Forecasting Model: This method of forecasting is based on number of replacements, installed-based and new sales of capital equipment used in various healthcare and diagnostic centers. These three parameters are calculated and forecast is developed. Installation base is calculated as average number of units per facility; while sales for particular year is calculated from number of new and replace units. Secondary data is collected through various supply chain intermediaries and opinion leaders to arrive at installation and sales rate. These techniques help our analysts in validating market and developed market estimates and forecast.
We do forecast on basis of several parameters such as market drivers, market opportunities, industry trends government regulations, raw materials supply and trade dynamics to ensure relevance of forecast with market scenario. With increasing need to granulized information, we used bottom-up methodology for forecasting where we evaluate each regional segment differently and combined all forecast to develop final market forecast.
Data Validation
We believe primary research is a very important tool in analyzing and forecasting different markets. In order to make sure accuracy of our findings, our team conducts primary interviews at every stage of research to gain deep insights into current business environment and future trends and key developments in market. This includes use of various methods such as telephonic interviews, focus groups, face to face interviews and questionnaires to validate our research from all aspects. We validate our data through primary research from key industry leaders such as CEO, product managers, marketing managers, suppliers, distributors, and consumers are frequently interviewed. These interviews provide valuable insights which help us to have better market understanding besides validating our estimates and forecast.
Data Triangulation
Industry Analysis
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Qualitative Data |
Quantitative Data (2017-2025) |
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