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全球人工智能教育市场规模,份额,行业趋势分析报告：按组件（解决方案,服务）,应用程序,用途,部署类型（云端,本地）,技术,地区展望和预测2022-2028
市场调查报告书
商品编码
1115303

全球人工智能教育市场规模,份额,行业趋势分析报告：按组件（解决方案,服务）,应用程序,用途,部署类型（云端,本地）,技术,地区展望和预测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: | 出版商: KBV Research | 英文 295 Pages | 订单完成后即时交付

价格

到 2028 年，全球人工智能教育市场规模预计将达到 128 亿美元，在预测期内以 33.5% 的复合年增长率增长。

人工智能有能力解决当今教育面临的一些最重要的问题，包括创新的教学和学习方法，并最终加速实现 SDG4。然而，迄今为止，如此快速的技术进步带来了监管结构和政策辩论之外的许多风险和挑战。借助人工智能技术，我们可以实现更充实的教育体验。教科文组织致力于支持会员国确保人工智能在教育中的使用受到公平和包容的核心价值观的约束。

COVID-19 影响分析

COVID-19 大流行对全球经济产生了重大影响。大流行对世界各地的各种企业产生了重大影响。大流行的出现也极大地扰乱了世界各地的教育基础设施。各个行业都受到了 COVID-19 爆发的严重影响。 COVID-19 大流行也对教育部门产生了负面影响。世界各地的学校、学院和其他教育机构已经关闭，这减少了面对面教育中对人工智能学习的需求。

市场增长因素

提升学生和教师的体验

推动人工智能在教育市场增长的关键因素之一是它极大地提升了学习和教学体验。人工智能技术供应商通过构建复杂的学习系统来增强学习程序，从而创造出具有人工智能功能的电子产品。为了在竞争激烈的世界中生存，教育机构需要提供一流的学习环境。例如，世纪智能学习创建了一个由人工智能技术驱动的教室，教师可以在线创建教育课程，学生可以随时访问课程。

显着节省时间和成本

文员工作时间结束，整理文书工作，发送电子邮件和短信，与学生和家长沟通，并定期撰写报告。同样，教授和教师必须执行各种任务，例如为考试和家庭作业评分、规划课程计划以及为下一堂课做准备。因此，教育工作者正在浪费大量时间。剩下的时间花在给试卷评分、计划未来的课程和完成管理任务上。人工智能专家可以帮助教师开发人工智能係统，以提高教职员工和学生的生产力。

市场限制

数字鸿沟导致数字化延迟

LMIC（低收入和中等收入国家）采用数字化的速度非常缓慢。这是由于数字鸿沟遍布全球。与发达国家相比，数字鸿沟可以定义为由于发展中国家和欠发达国家的技术渗透率较低，数字化进展较慢。大量中低收入国家正在努力实现技术进步。由于较贫穷国家缺乏满足 IT 基础设施基本要求的资金，人工智能驱动的部署完全依赖可访问的数据、IT 基础设施和物联网设备来收集正确结果的实例。

组件透视

基于组件，教育市场中的AI被细分为解决方案和服务。 2021年，服务部门在教育市场的人工智能中取得了可观的收入份额。这一细分市场的增长受到大流行带来的在线教育增长的推动。此外，为改善教育体係而增加政府和私营部门对人工智能教育的投资正在推动市场。风险投资 (VC) 将在 2020 年大力投资人工智能业务。

部署模式展望

教育 AI 市场根据部署类型分为云端和本地。 2021年，云板块在AI教育市场的收入占比最高。较低的拥有成本以及对国际校园之间共享教育数据的需求不断增长是推动云领域扩展的两个原因。它还允许教育机构在不增加资本支出的情况下将尖端的人工智能技术纳入其当前的运营模式。

技术展望

根据技术，教育 AI 市场分为自然语言处理 (NLP) 和机器学习。 2021 年，自然语言处理领域在教育市场的人工智能中录得可观的收入份额。加强这一细分市场的增长归因于大学对虚拟学习的需求不断增长。教育机构正在增加对技术进步的投资，为学生提供一流的学习体验。它还可以简化教师的各种教学过程。

应用前景

根据应用，教育市场中的人工智能分为学习平台和虚拟辅导员、智能辅导系统（ITS）、智能内容、欺诈和风险管理等。 2021 年，学习平台和虚拟辅导员部门占据了教育人工智能市场的最大收入份额。该部分的增长归因于数字教育中学习技术的扩展。此外，虚拟辅导员充分利用与社会成长相关的各种能力和建议，帮助解决实时发生的困难社会问题。

最终用户展望

教育 AI 市场根据最终用途分为 K-12 教育、高等教育和企业培训与学习。 2021年，企业培训和学习板块在人工智能教育市场的收入份额中占据了重要份额。瞬息万变的市场条件和日益激烈的市场竞争是企业充分利用其资源的关键因素。因此，公司需要快速培训员工并让他们了解最新动态，以跟上不断变化的市场预期。

区域展望

按地区分析了北美、欧洲、亚太地区和 LAMEA 的教育 AI 市场。 2021 年，北美将获得教育 AI 市场最大的收入份额。该地区的市场受到以下因素的推动，例如创建技术基础设施设备、解决方案和服务的顶级组织的存在，以及将教育小工具用于教育 AI 的最终用户数量之多。例如，一家 IBM 公司宣布将通过与公司和学术机构的合作来培训新技能。

合作是市场参与者采取的主要策略。根据基数矩阵中的分析，微软公司和谷歌有限责任公司是人工智能教育市场的领导者。 Amazon Web Services, Inc.、IBM Corporation 和 Pearson PLC 等公司是 AI In Education Market 的一些领先创新者。

内容

第1章市场范围和研究方法

  • 市场定义。
  • 目的。
  • 市场规模。
  • 细分。
    • 全球教育人工智能市场，按组件
    • 全球教育人工智能市场，按应用
    • 全球教育市场中的人工智能，按最终用户分类
    • 全球人工智能教育市场，按部署模式
    • 全球教育市场中的人工智能（按技术）
    • 全球教育市场中的人工智能（按地区）
  • 调查方法

第 2 章市场概述

  • 简介
    • 简介
      • 市场构成和情景
  • 影响市场的主要因素。
    • 市场驱动因素。
    • 市场製约因素。

第 3 章竞争分析 - 世界

  • KBV 基数矩阵
  • 近期全行业的战略发展
    • 伙伴关係、合作和合同
    • 收购和合併
  • 2021 年市场份额分析
  • 最佳制胜策略。
    • 关键领先战略。比例分布（2018-2022）

第 4 章全球人工智能教育市场：按组件分类

  • 按地区划分的全球解决方案市场
  • 按地区划分的全球服务市场

第 5 章全球人工智能教育市场：按应用分类

  • 按地区分列的学习平台和虚拟辅导员全球市场
  • 全球智能辅导系统 (ITS) 市场：按地区划分
  • 全球智能内容市场：按地区
  • 按地区分列的全球欺诈和风险管理市场
  • 按全球地区划分的其他市场

第 6 章全球人工智能教育市场（按最终用途分类）

  • 全球高等教育市场：按地区划分
  • 按地区分列的全球企业培训和学习市场
  • 全球 K-12 教育市场：按地区划分

第 7 章：：全球教育人工智能市场：按部署模式划分

  • 全球云市场：按地区划分
  • 全球本地市场：按地区划分

第 8 章全球人工智能教育市场：按技术分类

  • 全球机器学习市场：按地区
  • 全球自然语言处理 (NLP) 市场：按地区划分

第 9 章。全球教育人工智能市场：按地区划分

  • 北美
    • 按国家/地区划分的北美人工智能教育市场
      • 美国
      • 加拿大
      • 墨西哥
      • 北美其他地区
  • 欧洲
    • 欧洲教育 AI 市场：按国家/地区分类
      • 德国
      • 英国
      • 法国
      • 俄罗斯
      • 西班牙
      • 意大利
      • 其他欧洲
  • 亚太地区
    • 亚太教育人工智能市场：按国家/地区分类
      • 中国
      • 日本
      • 印度
      • 韩国
      • 新加坡
      • 马来西亚
      • 其他亚太地区
  • LAMEA
    • LAMEA 教育 AI 市场：按国家/地区分类
      • 巴西
      • 阿根廷
      • 阿联酋
      • 沙特阿拉伯
      • 南非
      • 尼日利亚
      • LAMEA 其他地区

第 10 章公司简介

  • 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.

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.

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

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  • Highest number of market tables and figures
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  • Guaranteed best price
  • Assured post sales research support with 10% customization free

Table of Contents

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

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