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
Unique Offerings 
