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市場調查報告書

商品編碼

1115303

全球人工智能教育市場規模,份額,行業趨勢分析報告：按組件（解決方案,服務）,應用程序,用途,部署類型（雲端,本地）,技術,地區展望和預測2022-2028

Global AI In Education Market Size, Share & Industry Trends Analysis Report By Component (Solution and Services), By Application, By End-use, By Deployment Mode (Cloud and On-premise), By Technology, By Regional Outlook and Forecast, 2022 - 2028

出版日期: 2022年07月29日 | 出版商:

KBV Research | 英文 295 Pages | 訂單完成後即時交付

價格

簡介目錄圖表

到 2028 年，全球人工智能教育市場規模預計將達到 128 億美元，在預測期內以 33.5% 的複合年增長率增長。

人工智能有能力解決當今教育面臨的一些最重要的問題，包括創新的教學和學習方法，並最終加速實現 SDG4。然而，迄今為止，如此快速的技術進步帶來了監管結構和政策辯論之外的許多風險和挑戰。借助人工智能技術，我們可以實現更充實的教育體驗。教科文組織致力於支持會員國確保人工智能在教育中的使用受到公平和包容的核心價值觀的約束。

COVID-19 影響分析

COVID-19 大流行對全球經濟產生了重大影響。大流行對世界各地的各種企業產生了重大影響。大流行的出現也極大地擾亂了世界各地的教育基礎設施。各個行業都受到了 COVID-19 爆發的嚴重影響。 COVID-19 大流行也對教育部門產生了負面影響。世界各地的學校、學院和其他教育機構已經關閉，這減少了面對面教育中對人工智能學習的需求。

市場增長因素

提升學生和教師的體驗

推動人工智能在教育市場增長的關鍵因素之一是它極大地提升了學習和教學體驗。人工智能技術供應商通過構建複雜的學習系統來增強學習程序，從而創造出具有人工智能功能的電子產品。為了在競爭激烈的世界中生存，教育機構需要提供一流的學習環境。例如，世紀智能學習創建了一個由人工智能技術驅動的教室，教師可以在線創建教育課程，學生可以隨時訪問課程。

顯著節省時間和成本

文員工作時間結束，整理文書工作，發送電子郵件和短信，與學生和家長溝通，並定期撰寫報告。同樣，教授和教師必須執行各種任務，例如為考試和家庭作業評分、規劃課程計劃以及為下一堂課做準備。因此，教育工作者正在浪費大量時間。剩下的時間花在給試卷評分、計劃未來的課程和完成管理任務上。人工智能專家可以幫助教師開發人工智能係統，以提高教職員工和學生的生產力。

市場限制

數字鴻溝導致數字化延遲

LMIC（低收入和中等收入國家）採用數字化的速度非常緩慢。這是由於數字鴻溝遍布全球。與發達國家相比，數字鴻溝可以定義為由於發展中國家和欠發達國家的技術滲透率較低，數字化進展較慢。大量中低收入國家正在努力實現技術進步。由於較貧窮國家缺乏滿足 IT 基礎設施基本要求的資金，人工智能驅動的部署完全依賴可訪問的數據、IT 基礎設施和物聯網設備來收集正確結果的實例。

組件透視

基於組件，教育市場中的AI被細分為解決方案和服務。 2021年，服務部門在教育市場的人工智能中取得了可觀的收入份額。這一細分市場的增長受到大流行帶來的在線教育增長的推動。此外，為改善教育體係而增加政府和私營部門對人工智能教育的投資正在推動市場。風險投資 (VC) 將在 2020 年大力投資人工智能業務。

部署模式展望

教育 AI 市場根據部署類型分為雲端和本地。 2021年，雲板塊在AI教育市場的收入佔比最高。較低的擁有成本以及對國際校園之間共享教育數據的需求不斷增長是推動雲領域擴展的兩個原因。它還允許教育機構在不增加資本支出的情況下將尖端的人工智能技術納入其當前的運營模式。

技術展望

根據技術，教育 AI 市場分為自然語言處理 (NLP) 和機器學習。 2021 年，自然語言處理領域在教育市場的人工智能中錄得可觀的收入份額。加強這一細分市場的增長歸因於大學對虛擬學習的需求不斷增長。教育機構正在增加對技術進步的投資，為學生提供一流的學習體驗。它還可以簡化教師的各種教學過程。

應用前景

根據應用，教育市場中的人工智能分為學習平台和虛擬輔導員、智能輔導系統（ITS）、智能內容、欺詐和風險管理等。 2021 年，學習平台和虛擬輔導員部門佔據了教育人工智能市場的最大收入份額。該部分的增長歸因於數字教育中學習技術的擴展。此外，虛擬輔導員充分利用與社會成長相關的各種能力和建議，幫助解決實時發生的困難社會問題。

最終用戶展望

教育 AI 市場根據最終用途分為 K-12 教育、高等教育和企業培訓與學習。 2021年，企業培訓和學習板塊在人工智能教育市場的收入份額中佔據了重要份額。瞬息萬變的市場條件和日益激烈的市場競爭是企業充分利用其資源的關鍵因素。因此，公司需要快速培訓員工並讓他們了解最新動態，以跟上不斷變化的市場預期。

區域展望

按地區分析了北美、歐洲、亞太地區和 LAMEA 的教育 AI 市場。 2021 年，北美將獲得教育 AI 市場最大的收入份額。該地區的市場受到以下因素的推動，例如創建技術基礎設施設備、解決方案和服務的頂級組織的存在，以及將教育小工具用於教育 AI 的最終用戶數量之多。例如，一家 IBM 公司宣布將通過與公司和學術機構的合作來培訓新技能。

合作是市場參與者採取的主要策略。根據基數矩陣中的分析，微軟公司和谷歌有限責任公司是人工智能教育市場的領導者。 Amazon Web Services, Inc.、IBM Corporation 和 Pearson PLC 等公司是 AI In Education Market 的一些領先創新者。

內容

第1章市場範圍和研究方法

市場定義。
目的。
市場規模。
細分。
- 全球教育人工智能市場，按組件
- 全球教育人工智能市場，按應用
- 全球教育市場中的人工智能，按最終用戶分類
- 全球人工智能教育市場，按部署模式
- 全球教育市場中的人工智能（按技術）
- 全球教育市場中的人工智能（按地區）
調查方法

第 2 章市場概述

簡介
- 簡介
  - 市場構成和情景
影響市場的主要因素。
- 市場驅動因素。
- 市場製約因素。

第 3 章競爭分析 - 世界

KBV 基數矩陣
近期全行業的戰略發展
- 夥伴關係、合作和合同
- 收購和合併
2021 年市場份額分析
最佳制勝策略。
- 關鍵領先戰略。比例分佈（2018-2022）

第 4 章全球人工智能教育市場：按組件分類

按地區劃分的全球解決方案市場
按地區劃分的全球服務市場

第 5 章全球人工智能教育市場：按應用分類

按地區分列的學習平台和虛擬輔導員全球市場
全球智能輔導系統 (ITS) 市場：按地區劃分
全球智能內容市場：按地區
按地區分列的全球欺詐和風險管理市場
按全球地區劃分的其他市場

第 6 章全球人工智能教育市場（按最終用途分類）

全球高等教育市場：按地區劃分
按地區分列的全球企業培訓和學習市場
全球 K-12 教育市場：按地區劃分

第 7 章：：全球教育人工智能市場：按部署模式劃分

全球雲市場：按地區劃分
全球本地市場：按地區劃分

第 8 章全球人工智能教育市場：按技術分類

全球機器學習市場：按地區
全球自然語言處理 (NLP) 市場：按地區劃分

第 9 章。全球教育人工智能市場：按地區劃分

北美
- 按國家/地區劃分的北美人工智能教育市場
  - 美國
  - 加拿大
  - 墨西哥
  - 北美其他地區
歐洲
- 歐洲教育 AI 市場：按國家/地區分類
  - 德國
  - 英國
  - 法國
  - 俄羅斯
  - 西班牙
  - 意大利
  - 其他歐洲
亞太地區
- 亞太教育人工智能市場：按國家/地區分類
  - 中國
  - 日本
  - 印度
  - 韓國
  - 新加坡
  - 馬來西亞
  - 其他亞太地區
LAMEA
- LAMEA 教育 AI 市場：按國家/地區分類
  - 巴西
  - 阿根廷
  - 阿聯酋
  - 沙特阿拉伯
  - 南非
  - 尼日利亞
  - LAMEA 其他地區

第 10 章公司簡介

IBM Corporation
Microsoft Corporation
Google LLC
Cognizant Technology Solutions Corporation
Pearson PLC
Amazon Web Services, Inc.（Amazon.com, Inc.）
Carnegie Learning, Inc.（CIP Capital）
Blackboard, Inc.（Providence Equity Partners）
BridgeU Limited（Kaplan, Inc.）
DreamBox Learning, Inc.

簡介目錄圖表

The Global AI In Education Market size is expected to reach $12.8 billion by 2028, rising at a market growth of 33.5% CAGR during the forecast period.

Giving teachers, students, and educators a better experience is part of the application of AI in education. Numerous service providers are developing unique AI education solutions or services that connect to numerous education platforms. The demand for AI in education is also rising as online learning is becoming a more popular choice for skill development. As there is a growth in AI-backed business applications, tech corporations cooperated with colleges to introduce new training formats for AI talent in order to better fit with the development trends and latest industry developments.

Artificial intelligence has the ability to address some of the most significant issues facing education nowadays, such as innovative teaching and learning methods, and eventually quicken the realization of SDG 4. However, these quick technological advancements necessarily carry with them a number of risks and difficulties that have thus far surpassed regulatory structures and policy discussions. Enhanced education experience can be achieved with the help of AI technologies, and UNESCO is committed to assisting Member States in doing so while ensuring that the use of AI in educational settings is governed by the fundamental values of equity and inclusion.

COVID-19 Impact Analysis

The COVID-19 pandemic delivered a significant impact on the worldwide economy. Various businesses all over the world were majorly affected due to the pandemic. In addition, the advent of the pandemic also significantly disrupted the education infrastructure all over the world. Various industries were severely affected by the COVID-19 outbreak. The COVID-19 pandemic had a detrimental effect on the education sector. Schools colleges and other educational institutes all over the world were shut down, due to which, there was a drop in the demand for AI learning in in-person education.

Market Growth Factors

Enhanced Student And Teacher Experience

One of the key factors that are driving the growth of the AI in education market is the fact that it significantly improves the learning and teaching experience. Vendors of AI technology are creating electronic gadgets with AI capabilities by creating sophisticated learning systems that enhance learning procedures. For educational institutions to survive in a world with cutthroat competition, they must provide the finest learning environment. For instance, Century Intelligent Learning created a classroom employing AI technology that allows teachers to create academic curricula online, allowing students to access their curricula whenever they choose.

Saves A Lot Of Time And Cost

The administrative team works continuously for hours, whether it be filing paperwork, sending texts and emails, getting in touch with students or their parents, or producing periodic reports. In a similar manner, professors and teachers must grade papers for tests and homework, plan lesson plans, prepare for upcoming classes, etc. It consumes a significant amount of time for these educators. The remaining time is set aside for marking test papers, creating lesson plans for future classes, and finishing up administrative tasks. The artificial intelligence expert can assist teachers in developing an AI system that would increase staff and student productivity.

Market Restraining Factors

Slow Digitalization Due To The Digital Divide

The diffusion of digitalization in LMIC, or low- and middle-income countries, is very slow. This is attributed to the prevalence of the digital divide all over the world. The digital divide can be defined as the reduced digital growth of developing and underdeveloped countries in contrast to developed countries due to the lower penetration of technologies. There is a significant number of LMICs that are struggling to bring technological advancements. AI-enabled deployments are completely reliant on accessible data, IT infrastructures, and Internet of Things devices for gathering instances to produce correct results due to the absence of funding for the fundamental requirements of IT infrastructures within poor nations.

Component Outlook

Based on component, the AI in education market is classified into solutions and services. In 2021, the services segment registered a significant revenue share of the AI in the education market. The growth of the segment is increasing due to the rise in online education brought on by the pandemic. Additionally, the market is being driven by rising government and private sector investments in AI education for the improvement of the educational system. Venture capitalists (VCs) invested significant amounts in AI businesses in 2020.

Deployment Mode Outlook

On the basis of deployment, the AI in education market is bifurcated into Cloud and On-premises. In 2021, the cloud segment procured the highest revenue share of the AI in the education market. Reduced ownership costs along with a growing demand for educational data sharing among international campuses are two reasons that have contributed to the expansion of the cloud segment. Additionally, it enables academic institutions to integrate cutting-edge AI technology into their current operating model without having to increase their capital expenditures.

Technology Outlook

By technology, the AI in education market is segmented into Natural Language Processing (NLP) and Machine Learning. In 2021, the natural language processing segment registered a significant revenue share of the AI in the education market. The bolstering growth of the segment is owing to an increase in the demand for virtual learning among colleges and universities. Investments from educational facilities are increasing in technological advancements in order to offer the best-in-class learning experience to their students. In addition, it would also streamline several teaching processes for teachers.

Application Outlook

Based on application, the AI in education market is fragmented into Learning Platform & Virtual Facilitators, Intelligent Tutoring System (ITS), Smart content, Fraud and Risk Management and Others. In 2021, the learning platform and virtual facilitators segment acquired the biggest revenue share of the Ai in the education market. The growth of this segment is owing to the expansion of digital education learning technology. Additionally, employing a variety of abilities and advice relevant to social growth, virtual facilitators assist students in resolving challenging real-time social issues.

End-Use Outlook

On the basis of end-use, the AI in education market is categorized into K-12 Education, Higher Education and Corporate Training & Learning. In 2021, the Corporate Training & Learning segment held a significant revenue share of the AI in the education market. Some of the major factors driving businesses to make the most of their resources are the rapidly shifting market conditions and growing market competition. Therefore, in order to stay up with the constantly shifting market expectations, firms must promptly train their staff members and keep them informed of the latest developments.

Regional Outlook

Region-wise, the AI in education market is analyzed across North America, Europe, Asia Pacific and LAMEA. In 2021, North America procured the maximum revenue share of the AI in the education market. The market in the region is being driven by elements including the presence of top organizations that create technology infrastructure facilities, solutions, and services, and the massive number of end-users utilizing educational gadgets for AI in education. For instance, the IBM corporation announced that it would train people in new skills through partnerships with business and academia.

The major strategies followed by the market participants are Partnerships. Based on the Analysis presented in the Cardinal matrix; Microsoft Corporation and Google LLC are the forerunners in the AI In Education Market. Companies such as Amazon Web Services, Inc., IBM Corporation and Pearson PLC are some of the key innovators in AI In Education Market.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include IBM Corporation, Microsoft Corporation, Google LLC, Cognizant Technology Solutions Corporation, Pearson PLC, Amazon Web Services, Inc., Carnegie Learning, Inc., Blackboard, Inc., BridgeU Limited, and DreamBox Learning, Inc.

Recent Strategies deployed in AI In Education Market

Partnerships, Collaborations and Agreements:

May-2022: Microsoft collaborated with ITE, an education institution. following this collaboration, the companies would integrate an AI lab in ITE College East to work as an innovation center in order to launch AI concepts, applications, and skills across industries for ITE students. Moreover, the companies would also expand the exposure of AI principles and offer skilling opportunities to more than 4,000 students.

Feb-2022: IBM came into a collaboration with the University of Florida, a public land-grant research university. This collaboration aimed to launch a public land-grant research university in order to extend UF's strategy to become an international leader in AI, fintech, data science, and other associated technologies, which can help in solving major challenges in the society.

Feb-2022: IBM entered into an agreement with IE University, a private university. This agreement aimed to accelerate the strategy to make Madrid a key Artificial Intelligence ecosystem across Europe via the development of Pier 17. in addition, IBM's experts would join IE's adjunct faculty to aid in the identification of professors for the Educating AI innovators as well as Tech-makers program.

May-2021: Microsoft entered into an agreement with the Ministry of Tribal Affairs, a branch of the Government of India. Under this agreement, the entities would develop an AI curriculum for tribal students in Hindi and English at the Eklavya Model Residential Schools as well as Ashram Schools in the country.

Nov-2020: Microsoft signed an MoU with the Education University of Hong Kong, a publicly funded tertiary institution. With this agreement, the entities would focus on the integration of Artificial Intelligence into its Bachelor of Education programs curriculum.

Oct-2020: Microsoft came into a partnership with the All India Council For Technical Education, a statutory body to empower learners and educators. Under this partnership, Microsoft would offer more than 1500 courses to educators and students via AICTE's e-learning portal ELIS. for no cost.

Jun-2020: IBM joined hands with the Central Board of Secondary Education, an Indian national board of education. This collaboration aimed to add a curriculum with the purpose of integrating artificial intelligence in the education of classes XI and XII. Moreover, this collaboration would also complement CBSE's SEWA, or Social Empowerment through Work Education and Action, program.

Mar-2020: Pearson came into a partnership with MindBridge, a leader in financial risk discovery. This partnership aimed to integrate artificial intelligence into academic institutions.

Feb-2020: Pearson teamed up with the UCL Institute of Education, an education school of University College London. Through this collaboration, the companies would focus on the end-to-end experience of test-takers in taking PTE for study or migration purposes.

Acquisitions and Mergers:

Sep-2021: Blackboard announced a merger with Anthology, a leading provider of higher education solutions. This merger aimed to develop a comprehensive as well as modern EdTech ecosystem across the world. In addition, it would expedite the transformation at education institutions to improve earner experience and propel institution and student success.

Sep-2020: Carnegie Learning acquired Scientific Learning, a leader in brain-based learning technology and research. With this partnership, the company aimed to strengthen the education technology offerings of both companies in order to drive a mutual vision to improve student learning outcomes via leading-edge technology developed through rigorous research.

Scope of the Study

Market Segments covered in the Report:

By Component

Solution
Services

By Application

Learning Platform & Virtual Facilitators
Intelligent Tutoring System (ITS)
Smart content
Fraud & Risk Management
Others

By End Use

Higher Education
Corporate Training & Learning
K-12 Education

By Deployment Mode

Cloud
On-premise

By Technology

Machine Learning
Natural Language Processing (NLP)

By Geography

North America
- US
- Canada
- Mexico
- Rest of North America
Europe
- Germany
- UK
- France
- Russia
- Spain
- Italy
- Rest of Europe
Asia Pacific
- China
- Japan
- India
- South Korea
- Singapore
- Malaysia
- Rest of Asia Pacific
LAMEA
- Brazil
- Argentina
- UAE
- Saudi Arabia
- South Africa
- Nigeria
- Rest of LAMEA

Companies Profiled

IBM Corporation
Microsoft Corporation
Google LLC
Cognizant Technology Solutions Corporation
Pearson PLC
Amazon Web Services, Inc.
Carnegie Learning, Inc.
Blackboard, Inc.
BridgeU Limited
DreamBox Learning, Inc.

Unique Offerings from KBV Research

Exhaustive coverage
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Subscription based model available
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Chapter 1. Market Scope & Methodology

1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
- 1.4.1 Global AI In Education Market, by Component
- 1.4.2 Global AI In Education Market, by Application
- 1.4.3 Global AI In Education Market, by End Use
- 1.4.4 Global AI In Education Market, by Deployment Mode
- 1.4.5 Global AI In Education Market, by Technology
- 1.4.6 Global AI In Education Market, by Geography
1.5 Methodology for the research

Chapter 2. Market Overview

2.1 Introduction
- 2.1.1 Overview
  - 2.1.1.1 Market Composition and Scenario
2.2 Key Factors Impacting the Market
- 2.2.1 Market Drivers
- 2.2.2 Market Restraints

Chapter 3. Competition Analysis - Global

3.1 KBV Cardinal Matrix
3.2 Recent Industry Wide Strategic Developments
- 3.2.1 Partnerships, Collaborations and Agreements
- 3.2.2 Acquisition and Mergers
3.3 Market Share Analysis, 2021
3.4 Top Winning Strategies
- 3.4.1 Key Leading Strategies: Percentage Distribution (2018-2022)

Chapter 4. Global AI In Education Market by Component

4.1 Global Solution Market by Region
4.2 Global Services Market by Region

Chapter 5. Global AI In Education Market by Application

5.1 Global Learning Platform & Virtual Facilitators Market by Region
5.2 Global Intelligent Tutoring System (ITS) Market by Region
5.3 Global Smart content Market by Region
5.4 Global Fraud & Risk Management Market by Region
5.5 Global Others Market by Region

Chapter 6. Global AI In Education Market by End-use

6.1 Global Higher Education Market by Region
6.2 Global Corporate Training & Learning Market by Region
6.3 Global K-12 Education Market by Region

Chapter 7. Global AI In Education Market by Deployment Mode

7.1 Global Cloud Market by Region
7.2 Global On-premise Market by Region

Chapter 8. Global AI In Education Market by Technology

8.1 Global Machine Learning Market by Region
8.2 Global Natural Language Processing (NLP) Market by Region

Chapter 9. Global AI In Education Market by Region

9.1 North America AI In Education Market
- 9.1.1 North America AI In Education Market by Component
  - 9.1.1.1 North America Solution Market by Country
  - 9.1.1.2 North America Services Market by Country
- 9.1.2 North America AI In Education Market by Application
  - 9.1.2.1 North America Learning Platform & Virtual Facilitators Market by Country
  - 9.1.2.2 North America Intelligent Tutoring System (ITS) Market by Country
  - 9.1.2.3 North America Smart content Market by Country
  - 9.1.2.4 North America Fraud & Risk Management Market by Country
  - 9.1.2.5 North America Others Market by Country
- 9.1.3 North America AI In Education Market by End-use
  - 9.1.3.1 North America Higher Education Market by Country
  - 9.1.3.2 North America Corporate Training & Learning Market by Country
  - 9.1.3.3 North America K-12 Education Market by Country
- 9.1.4 North America AI In Education Market by Deployment Mode
  - 9.1.4.1 North America Cloud Market by Country
  - 9.1.4.2 North America On-premise Market by Country
- 9.1.5 North America AI In Education Market by Technology
  - 9.1.5.1 North America Machine Learning Market by Country
  - 9.1.5.2 North America Natural Language Processing (NLP) Market by Country
- 9.1.6 North America AI In Education Market by Country
  - 9.1.6.1 US AI In Education Market
    - 9.1.6.1.1 US AI In Education Market by Component
    - 9.1.6.1.2 US AI In Education Market by Application
    - 9.1.6.1.3 US AI In Education Market by End-use
    - 9.1.6.1.4 US AI In Education Market by Deployment Mode
    - 9.1.6.1.5 US AI In Education Market by Technology
  - 9.1.6.2 Canada AI In Education Market
    - 9.1.6.2.1 Canada AI In Education Market by Component
    - 9.1.6.2.2 Canada AI In Education Market by Application
    - 9.1.6.2.3 Canada AI In Education Market by End-use
    - 9.1.6.2.4 Canada AI In Education Market by Deployment Mode
    - 9.1.6.2.5 Canada AI In Education Market by Technology
  - 9.1.6.3 Mexico AI In Education Market
    - 9.1.6.3.1 Mexico AI In Education Market by Component
    - 9.1.6.3.2 Mexico AI In Education Market by Application
    - 9.1.6.3.3 Mexico AI In Education Market by End-use
    - 9.1.6.3.4 Mexico AI In Education Market by Deployment Mode
    - 9.1.6.3.5 Mexico AI In Education Market by Technology
  - 9.1.6.4 Rest of North America AI In Education Market
    - 9.1.6.4.1 Rest of North America AI In Education Market by Component
    - 9.1.6.4.2 Rest of North America AI In Education Market by Application
    - 9.1.6.4.3 Rest of North America AI In Education Market by End-use
    - 9.1.6.4.4 Rest of North America AI In Education Market by Deployment Mode
    - 9.1.6.4.5 Rest of North America AI In Education Market by Technology
9.2 Europe AI In Education Market
- 9.2.1 Europe AI In Education Market by Component
  - 9.2.1.1 Europe Solution Market by Country
  - 9.2.1.2 Europe Services Market by Country
- 9.2.2 Europe AI In Education Market by Application
  - 9.2.2.1 Europe Learning Platform & Virtual Facilitators Market by Country
  - 9.2.2.2 Europe Intelligent Tutoring System (ITS) Market by Country
  - 9.2.2.3 Europe Smart content Market by Country
  - 9.2.2.4 Europe Fraud & Risk Management Market by Country
  - 9.2.2.5 Europe Others Market by Country
- 9.2.3 Europe AI In Education Market by End-use
  - 9.2.3.1 Europe Higher Education Market by Country
  - 9.2.3.2 Europe Corporate Training & Learning Market by Country
  - 9.2.3.3 Europe K-12 Education Market by Country
- 9.2.4 Europe AI In Education Market by Deployment Mode
  - 9.2.4.1 Europe Cloud Market by Country
  - 9.2.4.2 Europe On-premise Market by Country
- 9.2.5 Europe AI In Education Market by Technology
  - 9.2.5.1 Europe Machine Learning Market by Country
  - 9.2.5.2 Europe Natural Language Processing (NLP) Market by Country
- 9.2.6 Europe AI In Education Market by Country
  - 9.2.6.1 Germany AI In Education Market
    - 9.2.6.1.1 Germany AI In Education Market by Component
    - 9.2.6.1.2 Germany AI In Education Market by Application
    - 9.2.6.1.3 Germany AI In Education Market by End-use
    - 9.2.6.1.4 Germany AI In Education Market by Deployment Mode
    - 9.2.6.1.5 Germany AI In Education Market by Technology
  - 9.2.6.2 UK AI In Education Market
    - 9.2.6.2.1 UK AI In Education Market by Component
    - 9.2.6.2.2 UK AI In Education Market by Application
    - 9.2.6.2.3 UK AI In Education Market by End-use
    - 9.2.6.2.4 UK AI In Education Market by Deployment Mode
    - 9.2.6.2.5 UK AI In Education Market by Technology
  - 9.2.6.3 France AI In Education Market
    - 9.2.6.3.1 France AI In Education Market by Component
    - 9.2.6.3.2 France AI In Education Market by Application
    - 9.2.6.3.3 France AI In Education Market by End-use
    - 9.2.6.3.4 France AI In Education Market by Deployment Mode
    - 9.2.6.3.5 France AI In Education Market by Technology
  - 9.2.6.4 Russia AI In Education Market
    - 9.2.6.4.1 Russia AI In Education Market by Component
    - 9.2.6.4.2 Russia AI In Education Market by Application
    - 9.2.6.4.3 Russia AI In Education Market by End-use
    - 9.2.6.4.4 Russia AI In Education Market by Deployment Mode
    - 9.2.6.4.5 Russia AI In Education Market by Technology
  - 9.2.6.5 Spain AI In Education Market
    - 9.2.6.5.1 Spain AI In Education Market by Component
    - 9.2.6.5.2 Spain AI In Education Market by Application
    - 9.2.6.5.3 Spain AI In Education Market by End-use
    - 9.2.6.5.4 Spain AI In Education Market by Deployment Mode
    - 9.2.6.5.5 Spain AI In Education Market by Technology
  - 9.2.6.6 Italy AI In Education Market
    - 9.2.6.6.1 Italy AI In Education Market by Component
    - 9.2.6.6.2 Italy AI In Education Market by Application
    - 9.2.6.6.3 Italy AI In Education Market by End-use
    - 9.2.6.6.4 Italy AI In Education Market by Deployment Mode
    - 9.2.6.6.5 Italy AI In Education Market by Technology
  - 9.2.6.7 Rest of Europe AI In Education Market
    - 9.2.6.7.1 Rest of Europe AI In Education Market by Component
    - 9.2.6.7.2 Rest of Europe AI In Education Market by Application
    - 9.2.6.7.3 Rest of Europe AI In Education Market by End-use
    - 9.2.6.7.4 Rest of Europe AI In Education Market by Deployment Mode
    - 9.2.6.7.5 Rest of Europe AI In Education Market by Technology
9.3 Asia Pacific AI In Education Market
- 9.3.1 Asia Pacific AI In Education Market by Component
  - 9.3.1.1 Asia Pacific Solution Market by Country
  - 9.3.1.2 Asia Pacific Services Market by Country
- 9.3.2 Asia Pacific AI In Education Market by Application
  - 9.3.2.1 Asia Pacific Learning Platform & Virtual Facilitators Market by Country
  - 9.3.2.2 Asia Pacific Intelligent Tutoring System (ITS) Market by Country
  - 9.3.2.3 Asia Pacific Smart content Market by Country
  - 9.3.2.4 Asia Pacific Fraud & Risk Management Market by Country
  - 9.3.2.5 Asia Pacific Others Market by Country
- 9.3.3 Asia Pacific AI In Education Market by End-use
  - 9.3.3.1 Asia Pacific Higher Education Market by Country
  - 9.3.3.2 Asia Pacific Corporate Training & Learning Market by Country
  - 9.3.3.3 Asia Pacific K-12 Education Market by Country
- 9.3.4 Asia Pacific AI In Education Market by Deployment Mode
  - 9.3.4.1 Asia Pacific Cloud Market by Country
  - 9.3.4.2 Asia Pacific On-premise Market by Country
- 9.3.5 Asia Pacific AI In Education Market by Technology
  - 9.3.5.1 Asia Pacific Machine Learning Market by Country
  - 9.3.5.2 Asia Pacific Natural Language Processing (NLP) Market by Country
- 9.3.6 Asia Pacific AI In Education Market by Country
  - 9.3.6.1 China AI In Education Market
    - 9.3.6.1.1 China AI In Education Market by Component
    - 9.3.6.1.2 China AI In Education Market by Application
    - 9.3.6.1.3 China AI In Education Market by End-use
    - 9.3.6.1.4 China AI In Education Market by Deployment Mode
    - 9.3.6.1.5 China AI In Education Market by Technology
  - 9.3.6.2 Japan AI In Education Market
    - 9.3.6.2.1 Japan AI In Education Market by Component
    - 9.3.6.2.2 Japan AI In Education Market by Application
    - 9.3.6.2.3 Japan AI In Education Market by End-use
    - 9.3.6.2.4 Japan AI In Education Market by Deployment Mode
    - 9.3.6.2.5 Japan AI In Education Market by Technology
  - 9.3.6.3 India AI In Education Market
    - 9.3.6.3.1 India AI In Education Market by Component
    - 9.3.6.3.2 India AI In Education Market by Application
    - 9.3.6.3.3 India AI In Education Market by End-use
    - 9.3.6.3.4 India AI In Education Market by Deployment Mode
    - 9.3.6.3.5 India AI In Education Market by Technology
  - 9.3.6.4 South Korea AI In Education Market
    - 9.3.6.4.1 South Korea AI In Education Market by Component
    - 9.3.6.4.2 South Korea AI In Education Market by Application
    - 9.3.6.4.3 South Korea AI In Education Market by End-use
    - 9.3.6.4.4 South Korea AI In Education Market by Deployment Mode
    - 9.3.6.4.5 South Korea AI In Education Market by Technology
  - 9.3.6.5 Singapore AI In Education Market
    - 9.3.6.5.1 Singapore AI In Education Market by Component
    - 9.3.6.5.2 Singapore AI In Education Market by Application
    - 9.3.6.5.3 Singapore AI In Education Market by End-use
    - 9.3.6.5.4 Singapore AI In Education Market by Deployment Mode
    - 9.3.6.5.5 Singapore AI In Education Market by Technology
  - 9.3.6.6 Malaysia AI In Education Market
    - 9.3.6.6.1 Malaysia AI In Education Market by Component
    - 9.3.6.6.2 Malaysia AI In Education Market by Application
    - 9.3.6.6.3 Malaysia AI In Education Market by End-use
    - 9.3.6.6.4 Malaysia AI In Education Market by Deployment Mode
    - 9.3.6.6.5 Malaysia AI In Education Market by Technology
  - 9.3.6.7 Rest of Asia Pacific AI In Education Market
    - 9.3.6.7.1 Rest of Asia Pacific AI In Education Market by Component
    - 9.3.6.7.2 Rest of Asia Pacific AI In Education Market by Application
    - 9.3.6.7.3 Rest of Asia Pacific AI In Education Market by End-use
    - 9.3.6.7.4 Rest of Asia Pacific AI In Education Market by Deployment Mode
    - 9.3.6.7.5 Rest of Asia Pacific AI In Education Market by Technology
9.4 LAMEA AI In Education Market
- 9.4.1 LAMEA AI In Education Market by Component
  - 9.4.1.1 LAMEA Solution Market by Country
  - 9.4.1.2 LAMEA Services Market by Country
- 9.4.2 LAMEA AI In Education Market by Application
  - 9.4.2.1 LAMEA Learning Platform & Virtual Facilitators Market by Country
  - 9.4.2.2 LAMEA Intelligent Tutoring System (ITS) Market by Country
  - 9.4.2.3 LAMEA Smart content Market by Country
  - 9.4.2.4 LAMEA Fraud & Risk Management Market by Country
  - 9.4.2.5 LAMEA Others Market by Country
- 9.4.3 LAMEA AI In Education Market by End-use
  - 9.4.3.1 LAMEA Higher Education Market by Country
  - 9.4.3.2 LAMEA Corporate Training & Learning Market by Country
  - 9.4.3.3 LAMEA K-12 Education Market by Country
- 9.4.4 LAMEA AI In Education Market by Deployment Mode
  - 9.4.4.1 LAMEA Cloud Market by Country
  - 9.4.4.2 LAMEA On-premise Market by Country
- 9.4.5 LAMEA AI In Education Market by Technology
  - 9.4.5.1 LAMEA Machine Learning Market by Country
  - 9.4.5.2 LAMEA Natural Language Processing (NLP) Market by Country
- 9.4.6 LAMEA AI In Education Market by Country
  - 9.4.6.1 Brazil AI In Education Market
    - 9.4.6.1.1 Brazil AI In Education Market by Component
    - 9.4.6.1.2 Brazil AI In Education Market by Application
    - 9.4.6.1.3 Brazil AI In Education Market by End-use
    - 9.4.6.1.4 Brazil AI In Education Market by Deployment Mode
    - 9.4.6.1.5 Brazil AI In Education Market by Technology
  - 9.4.6.2 Argentina AI In Education Market
    - 9.4.6.2.1 Argentina AI In Education Market by Component
    - 9.4.6.2.2 Argentina AI In Education Market by Application
    - 9.4.6.2.3 Argentina AI In Education Market by End-use
    - 9.4.6.2.4 Argentina AI In Education Market by Deployment Mode
    - 9.4.6.2.5 Argentina AI In Education Market by Technology
  - 9.4.6.3 UAE AI In Education Market
    - 9.4.6.3.1 UAE AI In Education Market by Component
    - 9.4.6.3.2 UAE AI In Education Market by Application
    - 9.4.6.3.3 UAE AI In Education Market by End-use
    - 9.4.6.3.4 UAE AI In Education Market by Deployment Mode
    - 9.4.6.3.5 UAE AI In Education Market by Technology
  - 9.4.6.4 Saudi Arabia AI In Education Market
    - 9.4.6.4.1 Saudi Arabia AI In Education Market by Component
    - 9.4.6.4.2 Saudi Arabia AI In Education Market by Application
    - 9.4.6.4.3 Saudi Arabia AI In Education Market by End-use
    - 9.4.6.4.4 Saudi Arabia AI In Education Market by Deployment Mode
    - 9.4.6.4.5 Saudi Arabia AI In Education Market by Technology
  - 9.4.6.5 South Africa AI In Education Market
    - 9.4.6.5.1 South Africa AI In Education Market by Component
    - 9.4.6.5.2 South Africa AI In Education Market by Application
    - 9.4.6.5.3 South Africa AI In Education Market by End-use
    - 9.4.6.5.4 South Africa AI In Education Market by Deployment Mode
    - 9.4.6.5.5 South Africa AI In Education Market by Technology
  - 9.4.6.6 Nigeria AI In Education Market
    - 9.4.6.6.1 Nigeria AI In Education Market by Component
    - 9.4.6.6.2 Nigeria AI In Education Market by Application
    - 9.4.6.6.3 Nigeria AI In Education Market by End-use
    - 9.4.6.6.4 Nigeria AI In Education Market by Deployment Mode
    - 9.4.6.6.5 Nigeria AI In Education Market by Technology
  - 9.4.6.7 Rest of LAMEA AI In Education Market
    - 9.4.6.7.1 Rest of LAMEA AI In Education Market by Component
    - 9.4.6.7.2 Rest of LAMEA AI In Education Market by Application
    - 9.4.6.7.3 Rest of LAMEA AI In Education Market by End-use
    - 9.4.6.7.4 Rest of LAMEA AI In Education Market by Deployment Mode
    - 9.4.6.7.5 Rest of LAMEA AI In Education Market by Technology

Chapter 10. Company Profiles

10.1 IBM Corporation
- 10.1.1 Company Overview
- 10.1.2 Financial Analysis
- 10.1.3 Regional & Segmental Analysis
- 10.1.4 Research & Development Expenses
- 10.1.5 Recent strategies and developments:
  - 10.1.5.1 Partnerships, Collaborations, and Agreements:
- 10.1.6 SWOT Analysis
10.2 Microsoft Corporation
- 10.2.1 Company Overview
- 10.2.2 Financial Analysis
- 10.2.3 Segmental and Regional Analysis
- 10.2.4 Research & Development Expenses
- 10.2.5 Recent strategies and developments:
  - 10.2.5.1 Partnerships, Collaborations, and Agreements:
- 10.2.6 SWOT Analysis
10.3 Google LLC
- 10.3.1 Company Overview
- 10.3.2 Financial Analysis
- 10.3.3 Segmental and Regional Analysis
- 10.3.4 Research & Development Expense
- 10.3.5 SWOT Analysis
10.4 Cognizant Technology Solutions Corporation
- 10.4.1 Company overview
- 10.4.2 Financial Analysis
- 10.4.3 Segmental and Regional Analysis
- 10.4.4 SWOT Analysis
10.5 Pearson PLC
- 10.5.1 Company Overview
- 10.5.2 Financial Analysis
- 10.5.3 Segmental and Regional Analysis
- 10.5.4 Recent strategies and developments:
  - 10.5.4.1 Partnerships, Collaborations and Agreements:
10.6 Amazon Web Services, Inc. (Amazon.com, Inc.)
- 10.6.1 Company Overview
- 10.6.2 Financial Analysis
- 10.6.3 Segmental Analysis
10.7 Carnegie Learning, Inc. (CIP Capital)
- 10.7.1 Company Overview
- 10.7.2 Recent strategies and developments:
  - 10.7.2.1 Acquisition and Mergers:
10.8 Blackboard, Inc. (Providence Equity Partners)
- 10.8.1 Company Overview
- 10.8.2 Recent strategies and developments:
  - 10.8.2.1 Acquisitions and Mergers:
10.9 BridgeU Limited (Kaplan, Inc.)
- 10.9.1 Company Overview
10.10. DreamBox Learning, Inc.
- 10.10.1 Company Overview

簡介目錄圖表

LIST OF TABLES

TABLE 1 Global AI In Education Market, 2018 - 2021, USD Million
TABLE 2 Global AI In Education Market, 2022 - 2028, USD Million
TABLE 3 Partnerships, Collaborations and Agreements- AI In Education Market
TABLE 4 Acquisition and Mergers- AI In Education Market
TABLE 5 Global AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 6 Global AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 7 Global Solution Market by Region, 2018 - 2021, USD Million
TABLE 8 Global Solution Market by Region, 2022 - 2028, USD Million
TABLE 9 Global Services Market by Region, 2018 - 2021, USD Million
TABLE 10 Global Services Market by Region, 2022 - 2028, USD Million
TABLE 11 Global AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 12 Global AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 13 Global Learning Platform & Virtual Facilitators Market by Region, 2018 - 2021, USD Million
TABLE 14 Global Learning Platform & Virtual Facilitators Market by Region, 2022 - 2028, USD Million
TABLE 15 Global Intelligent Tutoring System (ITS) Market by Region, 2018 - 2021, USD Million
TABLE 16 Global Intelligent Tutoring System (ITS) Market by Region, 2022 - 2028, USD Million
TABLE 17 Global Smart content Market by Region, 2018 - 2021, USD Million
TABLE 18 Global Smart content Market by Region, 2022 - 2028, USD Million
TABLE 19 Global Fraud & Risk Management Market by Region, 2018 - 2021, USD Million
TABLE 20 Global Fraud & Risk Management Market by Region, 2022 - 2028, USD Million
TABLE 21 Global Others Market by Region, 2018 - 2021, USD Million
TABLE 22 Global Others Market by Region, 2022 - 2028, USD Million
TABLE 23 Global AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 24 Global AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 25 Global Higher Education Market by Region, 2018 - 2021, USD Million
TABLE 26 Global Higher Education Market by Region, 2022 - 2028, USD Million
TABLE 27 Global Corporate Training & Learning Market by Region, 2018 - 2021, USD Million
TABLE 28 Global Corporate Training & Learning Market by Region, 2022 - 2028, USD Million
TABLE 29 Global K-12 Education Market by Region, 2018 - 2021, USD Million
TABLE 30 Global K-12 Education Market by Region, 2022 - 2028, USD Million
TABLE 31 Global AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 32 Global AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 33 Global Cloud Market by Region, 2018 - 2021, USD Million
TABLE 34 Global Cloud Market by Region, 2022 - 2028, USD Million
TABLE 35 Global On-premise Market by Region, 2018 - 2021, USD Million
TABLE 36 Global On-premise Market by Region, 2022 - 2028, USD Million
TABLE 37 Global AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 38 Global AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 39 Global Machine Learning Market by Region, 2018 - 2021, USD Million
TABLE 40 Global Machine Learning Market by Region, 2022 - 2028, USD Million
TABLE 41 Global Natural Language Processing (NLP) Market by Region, 2018 - 2021, USD Million
TABLE 42 Global Natural Language Processing (NLP) Market by Region, 2022 - 2028, USD Million
TABLE 43 Global AI In Education Market by Region, 2018 - 2021, USD Million
TABLE 44 Global AI In Education Market by Region, 2022 - 2028, USD Million
TABLE 45 North America AI In Education Market, 2018 - 2021, USD Million
TABLE 46 North America AI In Education Market, 2022 - 2028, USD Million
TABLE 47 North America AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 48 North America AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 49 North America Solution Market by Country, 2018 - 2021, USD Million
TABLE 50 North America Solution Market by Country, 2022 - 2028, USD Million
TABLE 51 North America Services Market by Country, 2018 - 2021, USD Million
TABLE 52 North America Services Market by Country, 2022 - 2028, USD Million
TABLE 53 North America AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 54 North America AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 55 North America Learning Platform & Virtual Facilitators Market by Country, 2018 - 2021, USD Million
TABLE 56 North America Learning Platform & Virtual Facilitators Market by Country, 2022 - 2028, USD Million
TABLE 57 North America Intelligent Tutoring System (ITS) Market by Country, 2018 - 2021, USD Million
TABLE 58 North America Intelligent Tutoring System (ITS) Market by Country, 2022 - 2028, USD Million
TABLE 59 North America Smart content Market by Country, 2018 - 2021, USD Million
TABLE 60 North America Smart content Market by Country, 2022 - 2028, USD Million
TABLE 61 North America Fraud & Risk Management Market by Country, 2018 - 2021, USD Million
TABLE 62 North America Fraud & Risk Management Market by Country, 2022 - 2028, USD Million
TABLE 63 North America Others Market by Country, 2018 - 2021, USD Million
TABLE 64 North America Others Market by Country, 2022 - 2028, USD Million
TABLE 65 North America AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 66 North America AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 67 North America Higher Education Market by Country, 2018 - 2021, USD Million
TABLE 68 North America Higher Education Market by Country, 2022 - 2028, USD Million
TABLE 69 North America Corporate Training & Learning Market by Country, 2018 - 2021, USD Million
TABLE 70 North America Corporate Training & Learning Market by Country, 2022 - 2028, USD Million
TABLE 71 North America K-12 Education Market by Country, 2018 - 2021, USD Million
TABLE 72 North America K-12 Education Market by Country, 2022 - 2028, USD Million
TABLE 73 North America AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 74 North America AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 75 North America Cloud Market by Country, 2018 - 2021, USD Million
TABLE 76 North America Cloud Market by Country, 2022 - 2028, USD Million
TABLE 77 North America On-premise Market by Country, 2018 - 2021, USD Million
TABLE 78 North America On-premise Market by Country, 2022 - 2028, USD Million
TABLE 79 North America AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 80 North America AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 81 North America Machine Learning Market by Country, 2018 - 2021, USD Million
TABLE 82 North America Machine Learning Market by Country, 2022 - 2028, USD Million
TABLE 83 North America Natural Language Processing (NLP) Market by Country, 2018 - 2021, USD Million
TABLE 84 North America Natural Language Processing (NLP) Market by Country, 2022 - 2028, USD Million
TABLE 85 North America AI In Education Market by Country, 2018 - 2021, USD Million
TABLE 86 North America AI In Education Market by Country, 2022 - 2028, USD Million
TABLE 87 US AI In Education Market, 2018 - 2021, USD Million
TABLE 88 US AI In Education Market, 2022 - 2028, USD Million
TABLE 89 US AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 90 US AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 91 US AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 92 US AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 93 US AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 94 US AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 95 US AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 96 US AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 97 US AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 98 US AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 99 Canada AI In Education Market, 2018 - 2021, USD Million
TABLE 100 Canada AI In Education Market, 2022 - 2028, USD Million
TABLE 101 Canada AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 102 Canada AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 103 Canada AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 104 Canada AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 105 Canada AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 106 Canada AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 107 Canada AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 108 Canada AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 109 Canada AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 110 Canada AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 111 Mexico AI In Education Market, 2018 - 2021, USD Million
TABLE 112 Mexico AI In Education Market, 2022 - 2028, USD Million
TABLE 113 Mexico AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 114 Mexico AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 115 Mexico AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 116 Mexico AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 117 Mexico AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 118 Mexico AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 119 Mexico AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 120 Mexico AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 121 Mexico AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 122 Mexico AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 123 Rest of North America AI In Education Market, 2018 - 2021, USD Million
TABLE 124 Rest of North America AI In Education Market, 2022 - 2028, USD Million
TABLE 125 Rest of North America AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 126 Rest of North America AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 127 Rest of North America AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 128 Rest of North America AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 129 Rest of North America AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 130 Rest of North America AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 131 Rest of North America AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 132 Rest of North America AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 133 Rest of North America AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 134 Rest of North America AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 135 Europe AI In Education Market, 2018 - 2021, USD Million
TABLE 136 Europe AI In Education Market, 2022 - 2028, USD Million
TABLE 137 Europe AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 138 Europe AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 139 Europe Solution Market by Country, 2018 - 2021, USD Million
TABLE 140 Europe Solution Market by Country, 2022 - 2028, USD Million
TABLE 141 Europe Services Market by Country, 2018 - 2021, USD Million
TABLE 142 Europe Services Market by Country, 2022 - 2028, USD Million
TABLE 143 Europe AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 144 Europe AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 145 Europe Learning Platform & Virtual Facilitators Market by Country, 2018 - 2021, USD Million
TABLE 146 Europe Learning Platform & Virtual Facilitators Market by Country, 2022 - 2028, USD Million
TABLE 147 Europe Intelligent Tutoring System (ITS) Market by Country, 2018 - 2021, USD Million
TABLE 148 Europe Intelligent Tutoring System (ITS) Market by Country, 2022 - 2028, USD Million
TABLE 149 Europe Smart content Market by Country, 2018 - 2021, USD Million
TABLE 150 Europe Smart content Market by Country, 2022 - 2028, USD Million
TABLE 151 Europe Fraud & Risk Management Market by Country, 2018 - 2021, USD Million
TABLE 152 Europe Fraud & Risk Management Market by Country, 2022 - 2028, USD Million
TABLE 153 Europe Others Market by Country, 2018 - 2021, USD Million
TABLE 154 Europe Others Market by Country, 2022 - 2028, USD Million
TABLE 155 Europe AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 156 Europe AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 157 Europe Higher Education Market by Country, 2018 - 2021, USD Million
TABLE 158 Europe Higher Education Market by Country, 2022 - 2028, USD Million
TABLE 159 Europe Corporate Training & Learning Market by Country, 2018 - 2021, USD Million
TABLE 160 Europe Corporate Training & Learning Market by Country, 2022 - 2028, USD Million
TABLE 161 Europe K-12 Education Market by Country, 2018 - 2021, USD Million
TABLE 162 Europe K-12 Education Market by Country, 2022 - 2028, USD Million
TABLE 163 Europe AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 164 Europe AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 165 Europe Cloud Market by Country, 2018 - 2021, USD Million
TABLE 166 Europe Cloud Market by Country, 2022 - 2028, USD Million
TABLE 167 Europe On-premise Market by Country, 2018 - 2021, USD Million
TABLE 168 Europe On-premise Market by Country, 2022 - 2028, USD Million
TABLE 169 Europe AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 170 Europe AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 171 Europe Machine Learning Market by Country, 2018 - 2021, USD Million
TABLE 172 Europe Machine Learning Market by Country, 2022 - 2028, USD Million
TABLE 173 Europe Natural Language Processing (NLP) Market by Country, 2018 - 2021, USD Million
TABLE 174 Europe Natural Language Processing (NLP) Market by Country, 2022 - 2028, USD Million
TABLE 175 Europe AI In Education Market by Country, 2018 - 2021, USD Million
TABLE 176 Europe AI In Education Market by Country, 2022 - 2028, USD Million
TABLE 177 Germany AI In Education Market, 2018 - 2021, USD Million
TABLE 178 Germany AI In Education Market, 2022 - 2028, USD Million
TABLE 179 Germany AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 180 Germany AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 181 Germany AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 182 Germany AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 183 Germany AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 184 Germany AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 185 Germany AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 186 Germany AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 187 Germany AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 188 Germany AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 189 UK AI In Education Market, 2018 - 2021, USD Million
TABLE 190 UK AI In Education Market, 2022 - 2028, USD Million
TABLE 191 UK AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 192 UK AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 193 UK AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 194 UK AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 195 UK AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 196 UK AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 197 UK AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 198 UK AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 199 UK AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 200 UK AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 201 France AI In Education Market, 2018 - 2021, USD Million
TABLE 202 France AI In Education Market, 2022 - 2028, USD Million
TABLE 203 France AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 204 France AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 205 France AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 206 France AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 207 France AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 208 France AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 209 France AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 210 France AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 211 France AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 212 France AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 213 Russia AI In Education Market, 2018 - 2021, USD Million
TABLE 214 Russia AI In Education Market, 2022 - 2028, USD Million
TABLE 215 Russia AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 216 Russia AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 217 Russia AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 218 Russia AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 219 Russia AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 220 Russia AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 221 Russia AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 222 Russia AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 223 Russia AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 224 Russia AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 225 Spain AI In Education Market, 2018 - 2021, USD Million
TABLE 226 Spain AI In Education Market, 2022 - 2028, USD Million
TABLE 227 Spain AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 228 Spain AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 229 Spain AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 230 Spain AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 231 Spain AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 232 Spain AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 233 Spain AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 234 Spain AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 235 Spain AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 236 Spain AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 237 Italy AI In Education Market, 2018 - 2021, USD Million
TABLE 238 Italy AI In Education Market, 2022 - 2028, USD Million
TABLE 239 Italy AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 240 Italy AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 241 Italy AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 242 Italy AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 243 Italy AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 244 Italy AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 245 Italy AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 246 Italy AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 247 Italy AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 248 Italy AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 249 Rest of Europe AI In Education Market, 2018 - 2021, USD Million
TABLE 250 Rest of Europe AI In Education Market, 2022 - 2028, USD Million
TABLE 251 Rest of Europe AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 252 Rest of Europe AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 253 Rest of Europe AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 254 Rest of Europe AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 255 Rest of Europe AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 256 Rest of Europe AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 257 Rest of Europe AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 258 Rest of Europe AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 259 Rest of Europe AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 260 Rest of Europe AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 261 Asia Pacific AI In Education Market, 2018 - 2021, USD Million
TABLE 262 Asia Pacific AI In Education Market, 2022 - 2028, USD Million
TABLE 263 Asia Pacific AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 264 Asia Pacific AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 265 Asia Pacific Solution Market by Country, 2018 - 2021, USD Million
TABLE 266 Asia Pacific Solution Market by Country, 2022 - 2028, USD Million
TABLE 267 Asia Pacific Services Market by Country, 2018 - 2021, USD Million
TABLE 268 Asia Pacific Services Market by Country, 2022 - 2028, USD Million
TABLE 269 Asia Pacific AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 270 Asia Pacific AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 271 Asia Pacific Learning Platform & Virtual Facilitators Market by Country, 2018 - 2021, USD Million
TABLE 272 Asia Pacific Learning Platform & Virtual Facilitators Market by Country, 2022 - 2028, USD Million
TABLE 273 Asia Pacific Intelligent Tutoring System (ITS) Market by Country, 2018 - 2021, USD Million
TABLE 274 Asia Pacific Intelligent Tutoring System (ITS) Market by Country, 2022 - 2028, USD Million
TABLE 275 Asia Pacific Smart content Market by Country, 2018 - 2021, USD Million
TABLE 276 Asia Pacific Smart content Market by Country, 2022 - 2028, USD Million
TABLE 277 Asia Pacific Fraud & Risk Management Market by Country, 2018 - 2021, USD Million
TABLE 278 Asia Pacific Fraud & Risk Management Market by Country, 2022 - 2028, USD Million
TABLE 279 Asia Pacific Others Market by Country, 2018 - 2021, USD Million
TABLE 280 Asia Pacific Others Market by Country, 2022 - 2028, USD Million
TABLE 281 Asia Pacific AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 282 Asia Pacific AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 283 Asia Pacific Higher Education Market by Country, 2018 - 2021, USD Million
TABLE 284 Asia Pacific Higher Education Market by Country, 2022 - 2028, USD Million
TABLE 285 Asia Pacific Corporate Training & Learning Market by Country, 2018 - 2021, USD Million
TABLE 286 Asia Pacific Corporate Training & Learning Market by Country, 2022 - 2028, USD Million
TABLE 287 Asia Pacific K-12 Education Market by Country, 2018 - 2021, USD Million
TABLE 288 Asia Pacific K-12 Education Market by Country, 2022 - 2028, USD Million
TABLE 289 Asia Pacific AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 290 Asia Pacific AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 291 Asia Pacific Cloud Market by Country, 2018 - 2021, USD Million
TABLE 292 Asia Pacific Cloud Market by Country, 2022 - 2028, USD Million
TABLE 293 Asia Pacific On-premise Market by Country, 2018 - 2021, USD Million
TABLE 294 Asia Pacific On-premise Market by Country, 2022 - 2028, USD Million
TABLE 295 Asia Pacific AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 296 Asia Pacific AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 297 Asia Pacific Machine Learning Market by Country, 2018 - 2021, USD Million
TABLE 298 Asia Pacific Machine Learning Market by Country, 2022 - 2028, USD Million
TABLE 299 Asia Pacific Natural Language Processing (NLP) Market by Country, 2018 - 2021, USD Million
TABLE 300 Asia Pacific Natural Language Processing (NLP) Market by Country, 2022 - 2028, USD Million
TABLE 301 Asia Pacific AI In Education Market by Country, 2018 - 2021, USD Million
TABLE 302 Asia Pacific AI In Education Market by Country, 2022 - 2028, USD Million
TABLE 303 China AI In Education Market, 2018 - 2021, USD Million
TABLE 304 China AI In Education Market, 2022 - 2028, USD Million
TABLE 305 China AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 306 China AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 307 China AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 308 China AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 309 China AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 310 China AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 311 China AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 312 China AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 313 China AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 314 China AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 315 Japan AI In Education Market, 2018 - 2021, USD Million
TABLE 316 Japan AI In Education Market, 2022 - 2028, USD Million
TABLE 317 Japan AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 318 Japan AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 319 Japan AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 320 Japan AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 321 Japan AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 322 Japan AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 323 Japan AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 324 Japan AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 325 Japan AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 326 Japan AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 327 India AI In Education Market, 2018 - 2021, USD Million
TABLE 328 India AI In Education Market, 2022 - 2028, USD Million
TABLE 329 India AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 330 India AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 331 India AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 332 India AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 333 India AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 334 India AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 335 India AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 336 India AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 337 India AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 338 India AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 339 South Korea AI In Education Market, 2018 - 2021, USD Million
TABLE 340 South Korea AI In Education Market, 2022 - 2028, USD Million
TABLE 341 South Korea AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 342 South Korea AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 343 South Korea AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 344 South Korea AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 345 South Korea AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 346 South Korea AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 347 South Korea AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 348 South Korea AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 349 South Korea AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 350 South Korea AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 351 Singapore AI In Education Market, 2018 - 2021, USD Million
TABLE 352 Singapore AI In Education Market, 2022 - 2028, USD Million
TABLE 353 Singapore AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 354 Singapore AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 355 Singapore AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 356 Singapore AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 357 Singapore AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 358 Singapore AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 359 Singapore AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 360 Singapore AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 361 Singapore AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 362 Singapore AI In Education Market by Technology, 2022 - 2028, USD Million

TABLE 363 Malaysia AI In Education Market, 2018 - 2021, USD Million
TABLE 364 Malaysia AI In Education Market, 2022 - 2028, USD Million
TABLE 365 Malaysia AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 366 Malaysia AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 367 Malaysia AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 368 Malaysia AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 369 Malaysia AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 370 Malaysia AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 371 Malaysia AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 372 Malaysia AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 373 Malaysia AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 374 Malaysia AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 375 Rest of Asia Pacific AI In Education Market, 2018 - 2021, USD Million
TABLE 376 Rest of Asia Pacific AI In Education Market, 2022 - 2028, USD Million
TABLE 377 Rest of Asia Pacific AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 378 Rest of Asia Pacific AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 379 Rest of Asia Pacific AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 380 Rest of Asia Pacific AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 381 Rest of Asia Pacific AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 382 Rest of Asia Pacific AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 383 Rest of Asia Pacific AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 384 Rest of Asia Pacific AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 385 Rest of Asia Pacific AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 386 Rest of Asia Pacific AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 387 LAMEA AI In Education Market, 2018 - 2021, USD Million
TABLE 388 LAMEA AI In Education Market, 2022 - 2028, USD Million
TABLE 389 LAMEA AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 390 LAMEA AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 391 LAMEA Solution Market by Country, 2018 - 2021, USD Million
TABLE 392 LAMEA Solution Market by Country, 2022 - 2028, USD Million
TABLE 393 LAMEA Services Market by Country, 2018 - 2021, USD Million
TABLE 394 LAMEA Services Market by Country, 2022 - 2028, USD Million
TABLE 395 LAMEA AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 396 LAMEA AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 397 LAMEA Learning Platform & Virtual Facilitators Market by Country, 2018 - 2021, USD Million
TABLE 398 LAMEA Learning Platform & Virtual Facilitators Market by Country, 2022 - 2028, USD Million
TABLE 399 LAMEA Intelligent Tutoring System (ITS) Market by Country, 2018 - 2021, USD Million
TABLE 400 LAMEA Intelligent Tutoring System (ITS) Market by Country, 2022 - 2028, USD Million
TABLE 401 LAMEA Smart content Market by Country, 2018 - 2021, USD Million
TABLE 402 LAMEA Smart content Market by Country, 2022 - 2028, USD Million
TABLE 403 LAMEA Fraud & Risk Management Market by Country, 2018 - 2021, USD Million
TABLE 404 LAMEA Fraud & Risk Management Market by Country, 2022 - 2028, USD Million
TABLE 405 LAMEA Others Market by Country, 2018 - 2021, USD Million
TABLE 406 LAMEA Others Market by Country, 2022 - 2028, USD Million
TABLE 407 LAMEA AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 408 LAMEA AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 409 LAMEA Higher Education Market by Country, 2018 - 2021, USD Million
TABLE 410 LAMEA Higher Education Market by Country, 2022 - 2028, USD Million
TABLE 411 LAMEA Corporate Training & Learning Market by Country, 2018 - 2021, USD Million
TABLE 412 LAMEA Corporate Training & Learning Market by Country, 2022 - 2028, USD Million
TABLE 413 LAMEA K-12 Education Market by Country, 2018 - 2021, USD Million
TABLE 414 LAMEA K-12 Education Market by Country, 2022 - 2028, USD Million
TABLE 415 LAMEA AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 416 LAMEA AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 417 LAMEA Cloud Market by Country, 2018 - 2021, USD Million
TABLE 418 LAMEA Cloud Market by Country, 2022 - 2028, USD Million
TABLE 419 LAMEA On-premise Market by Country, 2018 - 2021, USD Million
TABLE 420 LAMEA On-premise Market by Country, 2022 - 2028, USD Million
TABLE 421 LAMEA AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 422 LAMEA AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 423 LAMEA Machine Learning Market by Country, 2018 - 2021, USD Million
TABLE 424 LAMEA Machine Learning Market by Country, 2022 - 2028, USD Million
TABLE 425 LAMEA Natural Language Processing (NLP) Market by Country, 2018 - 2021, USD Million
TABLE 426 LAMEA Natural Language Processing (NLP) Market by Country, 2022 - 2028, USD Million
TABLE 427 LAMEA AI In Education Market by Country, 2018 - 2021, USD Million
TABLE 428 LAMEA AI In Education Market by Country, 2022 - 2028, USD Million
TABLE 429 Brazil AI In Education Market, 2018 - 2021, USD Million
TABLE 430 Brazil AI In Education Market, 2022 - 2028, USD Million
TABLE 431 Brazil AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 432 Brazil AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 433 Brazil AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 434 Brazil AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 435 Brazil AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 436 Brazil AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 437 Brazil AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 438 Brazil AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 439 Brazil AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 440 Brazil AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 441 Argentina AI In Education Market, 2018 - 2021, USD Million
TABLE 442 Argentina AI In Education Market, 2022 - 2028, USD Million
TABLE 443 Argentina AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 444 Argentina AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 445 Argentina AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 446 Argentina AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 447 Argentina AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 448 Argentina AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 449 Argentina AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 450 Argentina AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 451 Argentina AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 452 Argentina AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 453 UAE AI In Education Market, 2018 - 2021, USD Million
TABLE 454 UAE AI In Education Market, 2022 - 2028, USD Million
TABLE 455 UAE AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 456 UAE AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 457 UAE AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 458 UAE AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 459 UAE AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 460 UAE AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 461 UAE AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 462 UAE AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 463 UAE AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 464 UAE AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 465 Saudi Arabia AI In Education Market, 2018 - 2021, USD Million
TABLE 466 Saudi Arabia AI In Education Market, 2022 - 2028, USD Million
TABLE 467 Saudi Arabia AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 468 Saudi Arabia AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 469 Saudi Arabia AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 470 Saudi Arabia AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 471 Saudi Arabia AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 472 Saudi Arabia AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 473 Saudi Arabia AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 474 Saudi Arabia AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 475 Saudi Arabia AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 476 Saudi Arabia AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 477 South Africa AI In Education Market, 2018 - 2021, USD Million
TABLE 478 South Africa AI In Education Market, 2022 - 2028, USD Million
TABLE 479 South Africa AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 480 South Africa AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 481 South Africa AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 482 South Africa AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 483 South Africa AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 484 South Africa AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 485 South Africa AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 486 South Africa AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 487 South Africa AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 488 South Africa AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 489 Nigeria AI In Education Market, 2018 - 2021, USD Million
TABLE 490 Nigeria AI In Education Market, 2022 - 2028, USD Million
TABLE 491 Nigeria AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 492 Nigeria AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 493 Nigeria AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 494 Nigeria AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 495 Nigeria AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 496 Nigeria AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 497 Nigeria AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 498 Nigeria AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 499 Nigeria AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 500 Nigeria AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 501 Rest of LAMEA AI In Education Market, 2018 - 2021, USD Million
TABLE 502 Rest of LAMEA AI In Education Market, 2022 - 2028, USD Million
TABLE 503 Rest of LAMEA AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 504 Rest of LAMEA AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 505 Rest of LAMEA AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 506 Rest of LAMEA AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 507 Rest of LAMEA AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 508 Rest of LAMEA AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 509 Rest of LAMEA AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 510 Rest of LAMEA AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 511 Rest of LAMEA AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 512 Rest of LAMEA AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 513 Key information - IBM Corporation
TABLE 514 key information - Microsoft Corporation
TABLE 515 Key Information - Google LLC
TABLE 516 Key Information - Cognizant Technology Solutions Corporation
TABLE 517 Key information - Pearson PLC
TABLE 518 Key Information - AMAZON WEB SERVICES, INC.
TABLE 519 Key Information - Carnegie Learning, Inc.
TABLE 520 key information - Blackboard, Inc.
TABLE 521 Key Information - BridgeU Limited
TABLE 522 Key Information - DreamBox Learning, Inc.

List of Figures

FIG 1 Methodology for the research
FIG 2 KBV Cardinal Matrix
FIG 3 Market Share Analysis, 2021
FIG 4 Key Leading Strategies: Percentage Distribution (2018-2022)
FIG 5 Global AI In Education Market share by Component, 2021
FIG 6 Global AI In Education Market share by Component, 2028
FIG 7 Global AI In Education Market by Component, 2018 - 2028, USD Million
FIG 8 Global AI In Education Market share by Application, 2021
FIG 9 Global AI In Education Market share by Application, 2028
FIG 10 Global AI In Education Market by Application, 2018 - 2028, USD Million
FIG 11 Global AI In Education Market share by End-use, 2021
FIG 12 Global AI In Education Market share by End-use, 2028
FIG 13 Global AI In Education Market by End-use, 2018 - 2028, USD Million
FIG 14 Global AI In Education Market share by Deployment Mode, 2021
FIG 15 Global AI In Education Market share by Deployment Mode, 2028
FIG 16 Global AI In Education Market by Deployment Mode, 2018 - 2028, USD Million
FIG 17 Global AI In Education Market share by Technology, 2021
FIG 18 Global AI In Education Market share by Technology, 2028
FIG 19 Global AI In Education Market by Technology, 2018 - 2028, USD Million
FIG 20 Global AI In Education Market share by Region, 2021
FIG 21 Global AI In Education Market share by Region, 2028
FIG 22 Global AI In Education Market by Region, 2018 - 2028, USD Million
FIG 23 Swot analysis: IBM Corporation
FIG 24 SWOT Analysis: Microsoft Corporation
FIG 25 SWOT Analysis: Alphabet Inc. (Google LLC)
FIG 26 Swot analysis: cognizant technology solutions corporation