教育分野におけるAIの世界市場規模調査＆予測：コンポーネント別、技術別、展開別、用途別、エンドユーザー別、地域別分析、2023-2030年

世界の教育分野におけるAI市場は、2022年に約25億米ドルと評価され、予測期間2023-2030年には1.5％以上の成長率で成長すると予測されています。

AI（人工知能）は、学習体験を向上させる革新的な技術やツールを導入することで、教育分野に革命をもたらしています。教育分野におけるAIとは、個別学習から管理業務まで、さまざまな教育プロセスをサポートするインテリジェント・システムとアルゴリズムの統合を指します。教育分野におけるAIの重要な応用例の1つは、個別学習です。AIアルゴリズムは、成績、学習スタイル、嗜好といった生徒のデータを分析し、教育コンテンツを調整したり、パーソナライズされた推奨事項を提供したりすることができます。このアプローチは、生徒が自分のペースで学習し、個々のニーズに対応し、全体的な学習成果を向上させるのに役立ちます。予測期間中、人工知能（AI）の利用が増加し、EdTech産業が成長することが市場の上昇要因として浮上します。

2021年のIndia Brand Equity Foundation（IBEF）によると、インドのEdTech産業の評価額は2020年に7億5,000万米ドルに達し、2025年にはCAGR39.77％で約40億米ドルに達するという大きな成長が見込まれています。この成長の主な要因は、Tier IIおよびTier III都市における非学術コースの需要増加と、EdTech分野における個別学習体験のニーズの高まりです。推定市場価値40億米ドルのうち約15億米ドルは、教育分野におけるAI市場において放課後の基礎コースと入学準備コースを含むK-12教育に割り当てられると予想されます。2023年のStatistaによると、2022年の世界の人工知能市場の予想収益は4,330億米ドルと推定されています。同市場は急速な拡大が見込まれており、予測期間では2023年までに約5,000億米ドルのマイルストーンを突破すると予想されています。しかし、法規制の枠組みや既存システムへの複雑な実装が、教育分野における世界AI市場の成長を妨げる可能性があります。しかし、世界な展開と拡張性、スキル開発と将来の労働力準備が潜在的な市場成長機会です。

教育分野におけるAIの世界市場調査において考慮された主要地域は、アジア太平洋、北米、欧州、ラテンアメリカ、中東・アフリカです。北米は、主要な市場プレーヤーの存在により、最大の市場シェアで市場を独占しています。同地域は、特に教育分野におけるほぼすべての産業で高い技術進歩率を目の当たりにしており、既存のシステムとの統合で先進技術を継続的に採用しています。アジア太平洋地域は、先進的な教育技術・システムの新興市場であり、世界人口の1/3を擁する地域であることから、大規模な需要が見込まれる高等教育への傾斜といった要因から、最も急成長している地域であることが浮かび上がっています。

本調査の目的は、近年における様々なセグメントと国の市場規模を明らかにし、今後数年間の市場規模を予測することです。本レポートは、調査対象国における産業の質的・量的側面の両方を盛り込むよう設計されています。

また、市場の将来的な成長を規定する促進要因や課題などの重要な側面に関する詳細情報も提供しています。さらに、主要企業の競合情勢や製品提供の詳細な分析とともに、利害関係者が投資するためのミクロ市場における潜在的な機会も組み込んでいます。

目次

第1章 エグゼクティブサマリー

• 市場スナップショット
• 世界市場・セグメント別市場推計・予測、2020-2030年
  • 教育分野におけるAI市場：地域別、2020-2030年
  • 教育分野におけるAI市場：コンポーネント別、2020-2030年
  • 教育分野におけるAI市場：展開別、2020-2030年
  • 教育分野におけるAI市場：技術別、2020-2030年
  • 教育分野におけるAI市場：用途別、2020-2030年
  • 教育分野におけるAI市場：エンドユーザー別、2020-2030年
• 主要動向
• 調査手法
• 調査想定

第2章 教育分野におけるAI世界市場の定義と範囲

• 調査目的
• 市場の定義と範囲
  • 産業の進化
  • 調査範囲
• 調査対象年
• 通貨換算レート

第3章 教育分野におけるAI世界市場力学

• 教育分野におけるAI市場のインパクト分析（2020年～2030年）
  • 市場促進要因
    • 人工知能（AI）の利用の増加
    • 成長するEdTech産業
  • 市場の課題
    • 法的・規制的枠組み
    • 既存システムへの複雑な導入
  • 市場機会
    • 世界な展開と拡張性
    • スキル開発と将来への備え

第4章 教育分野におけるAI世界市場：産業分析

• ポーターの5フォースモデル
  • 供給企業の交渉力
  • 買い手の交渉力
  • 新規参入業者の脅威
  • 代替品の脅威
  • 競争企業間の敵対関係
• ポーターの5フォース影響分析
• PEST分析
  • 政治的
  • 経済
  • 社会
  • 技術
  • 環境
  • 法律
• 主な投資機会
• 主要成功戦略
• COVID-19影響分析
• 破壊的動向
• 業界専門家の視点
• アナリストの結論・提言

第5章 教育分野におけるAIの世界市場：コンポーネント別

• 市場スナップショット
• 教育分野におけるAIの世界市場：コンポーネント別、実績 - ポテンシャル分析
• 教育分野におけるAIの世界市場、コンポーネント別2020年～2030年推定・予測
• 教育分野におけるAI市場、サブセグメント別分析
  • ソリューション
  • サービス

第6章 教育分野におけるAIの世界市場：展開別

• 市場スナップショット
• 教育分野におけるAIの世界市場：展開別、実績、ポテンシャル分析
• 教育分野におけるAIの世界市場、展開別推定・予測2020年～2030年
• 教育分野におけるAI市場、サブセグメント別分析
  • クラウド
  • オンプレミス

第7章 教育分野におけるAIの世界市場：技術別

• 市場スナップショット
• 教育分野におけるAIの世界市場：技術別、実績、潜在能力分析
• 教育分野におけるAIの世界市場：技術別、推計・予測、2020年～2030年
• 教育分野におけるAI市場、サブセグメント別分析
  • 自然言語処理（NLP）
  • 機械学習

第8章 教育分野におけるAIの世界市場：用途別

• 市場スナップショット
• 教育分野におけるAIの世界市場、用途別実績-ポテンシャル分析
• 教育分野におけるAIの世界市場、用途別推定・予測2020-2030年
• 教育分野におけるAI市場、サブセグメント別分析
  • 学習プラットフォーム＆バーチャルファシリテーター
  • インテリジェント・チュータリング・システム（ITS）
  • スマートコンテンツ
  • 不正・リスク管理
  • その他

第9章 教育分野におけるAIの世界市場：エンドユーザー別

• 市場スナップショット
• 教育分野におけるAIの世界市場：エンドユーザー別、業績-潜在能力分析
• 教育分野におけるAIの世界市場、エンドユーザー別2020年～2030年推定・予測
• 教育分野におけるAI市場、サブセグメント分析
  • K-12教育
  • 高等教育
  • 企業研修・学習

第10章 教育分野におけるAIの世界市場：地域別分析

• 主要国
• 主な新興国
• 教育分野におけるAI市場、地域別市場スナップショット
• 北米
  • 米国
    • コンポーネントの推定・予測、2020～2030年
    • 展開の推定・予測、2020～2030年
    • テクノロジー別の推定・予測、2020～2030年
    • アプリケーションの推定・予測、2020～2030年
    • エンドユーザーの推定・予測、2020～2030年
  • カナダ
• 欧州の教育分野におけるAI市場スナップショット
  • 英国
  • ドイツ
  • フランス
  • スペイン
  • イタリア
  • その他欧州
• アジア太平洋教育分野におけるAI市場スナップショット
  • 中国
  • インド
  • 日本
  • オーストラリア
  • 韓国
  • その他アジア太平洋地域
• ラテンアメリカの教育分野におけるAI市場スナップショット
  • ブラジル
  • メキシコ
• 中東・アフリカ
  • サウジアラビア
  • 南アフリカ
  • その他中東とアフリカ

第11章 競合情報

• 主要企業のSWOT分析
• 主要市場戦略
• 企業プロファイル
  • Amazon Web Services, Inc.
    • 主要情報
    • 概要
    • 財務（データの入手可能性によります）
    • 製品概要
    • 最近の動向
  • International Business Machines（IBM）Corporation
  • Microsoft Corporation
  • Cognizant Technology Solutions Corp.
  • Google LLC
  • Pearson Plc
  • DreamBox Learning, Inc.
  • Carnegie Learning, Inc.
  • Nuance Communications, Inc.
  • Blackboard Inc.

第12章 調査プロセス

• 調査プロセス
  • データマイニング
  • 分析
  • 市場推定
  • 検証
  • 出版
• 調査属性
• 調査前提

LIST OF TABLES

• TABLE 1. Global AI in Education Market, report scope
• TABLE 2. Global AI in Education Market estimates & forecasts by Region 2020-2030 (USD Billion)
• TABLE 3. Global AI in Education Market estimates & forecasts by Component 2020-2030 (USD Billion)
• TABLE 4. Global AI in Education Market estimates & forecasts by Deployment 2020-2030 (USD Billion)
• TABLE 5. Global AI in Education Market estimates & forecasts by Technology 2020-2030 (USD Billion)
• TABLE 6. Global AI in Education Market estimates & forecasts by Application 2020-2030 (USD Billion)
• TABLE 7. Global AI in Education Market estimates & forecasts by End User 2020-2030 (USD Billion)
• TABLE 8. Global AI in Education Market by segment, estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 9. Global AI in Education Market by region, estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 10. Global AI in Education Market by segment, estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 11. Global AI in Education Market by region, estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 12. Global AI in Education Market by segment, estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 13. Global AI in Education Market by region, estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 14. Global AI in Education Market by segment, estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 15. Global AI in Education Market by region, estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 16. Global AI in Education Market by segment, estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 17. Global AI in Education Market by region, estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 18. U.S. AI in Education Market estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 19. U.S. AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 20. U.S. AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 21. Canada AI in Education Market estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 22. Canada AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 23. Canada AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 24. UK AI in Education Market estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 25. UK AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 26. UK AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 27. Germany AI in Education Market estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 28. Germany AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 29. Germany AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 30. France AI in Education Market estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 31. France AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 32. France AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 33. Italy AI in Education Market estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 34. Italy AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 35. Italy AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 36. Spain AI in Education Market estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 37. Spain AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 38. Spain AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 39. RoE AI in Education Market estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 40. RoE AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 41. RoE AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 42. China AI in Education Market estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 43. China AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 44. China AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 45. India AI in Education Market estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 46. India AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 47. India AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 48. Japan AI in Education Market estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 49. Japan AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 50. Japan AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 51. South Korea AI in Education Market estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 52. South Korea AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 53. South Korea AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 54. Australia AI in Education Market estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 55. Australia AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 56. Australia AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 57. RoAPAC AI in Education Market estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 58. RoAPAC AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 59. RoAPAC AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 60. Brazil AI in Education Market estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 61. Brazil AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 62. Brazil AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 63. Mexico AI in Education Market estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 64. Mexico AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 65. Mexico AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 66. RoLA AI in Education Market estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 67. RoLA AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 68. RoLA AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 69. Saudi Arabia AI in Education Market estimates & forecasts, 2020-2030 (USD Billion)
• TABLE 70. South Africa AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 71. RoMEA AI in Education Market estimates & forecasts by segment 2020-2030 (USD Billion)
• TABLE 72. List of secondary sources, used in the study of global AI in Education Market
• TABLE 73. List of primary sources, used in the study of global AI in Education Market
• TABLE 74. Years considered for the study
• TABLE 75. Exchange rates considered

List of tables and figures are dummy in nature, final lists may vary in the final deliverable

LIST OF FIGURES

• FIG 1. Global AI in Education Market, research methodology
• FIG 2. Global AI in Education Market, Market estimation techniques
• FIG 3. Global Market size estimates & forecast methods
• FIG 4. Global AI in Education Market, key trends 2022
• FIG 5. Global AI in Education Market, growth prospects 2023-2030
• FIG 6. Global AI in Education Market, porters 5 force model
• FIG 7. Global AI in Education Market, pest analysis
• FIG 8. Global AI in Education Market, value chain analysis
• FIG 9. Global AI in Education Market by segment, 2020 & 2030 (USD Billion)
• FIG 10. Global AI in Education Market by segment, 2020 & 2030 (USD Billion)
• FIG 11. Global AI in Education Market by segment, 2020 & 2030 (USD Billion)
• FIG 12. Global AI in Education Market by segment, 2020 & 2030 (USD Billion)
• FIG 13. Global AI in Education Market by segment, 2020 & 2030 (USD Billion)
• FIG 14. Global AI in Education Market, regional snapshot 2020 & 2030
• FIG 15. North America AI in Education Market 2020 & 2030 (USD Billion)
• FIG 16. Europe AI in Education Market 2020 & 2030 (USD Billion)
• FIG 17. Asia pacific AI in Education Market 2020 & 2030 (USD Billion)
• FIG 18. Latin America AI in Education Market 2020 & 2030 (USD Billion)
• FIG 19. Middle East & Africa AI in Education Market 2020 & 2030 (USD Billion)

List of tables and figures are dummy in nature, final lists may vary in the final deliverable

Global AI in education Market is valued approximately at USD 2.5 billion in 2022 and is anticipated to grow with a growth rate of more than 1.5% over the forecast period 2023-2030. AI (Artificial Intelligence) is revolutionizing the field of education by introducing innovative technologies and tools that enhance the learning experience. AI in education refers to the integration of intelligent systems and algorithms to support various educational processes, from personalized learning to administrative tasks. One significant application of AI in education is personalized learning. AI algorithms can analyze student data, such as performance, learning styles and preferences to tailor educational content and provide personalized recommendations. This approach helps students learn at their own pace, address their individual needs, and improve their overall learning outcomes. Increasing use of Artificial Intelligence (AI) and growing EdTech Industry emerge as market elevators during the forecast period.

According to the India Brand Equity Foundation (IBEF) in 2021, the valuation of the EdTech industry in India stood at USD 750 million in 2020, and it is expected to witness significant growth, reaching approximately USD 4 billion by 2025, with a compound annual growth rate (CAGR) of 39.77%. This growth is primarily fueled by the increasing demand for non-academic courses in tier II and III cities and the growing need for personalized learning experiences in the EdTech sector. Approximately USD 1.5 billion from the estimated market value of USD 4 billion is expected to be allocated to K-12 education, encompassing after-school foundational and pre-preparational courses within the AI in education market. According to Statista in 2023, the expected revenue for the global artificial intelligence market in 2022 was estimated to be USD 433 billion. The market is anticipated to experience rapid expansion and in forecast period it is expected to surpass the milestone of approximately USD 500 billion by 2023. However, legal and regulatory framework and complex implementation with the existing systems may hamper the growth of Global AI in Education Market. However, global reach and scalability and skill development & future workforce readiness are potential market growth opportunities.

The key regions considered for the Global AI in education Market study includes Asia Pacific, North America, Europe, Latin America, and Middle East & Africa. North America dominated the market with largest market share because of the existence of the major market players. The region has witnessed a high rate of technological advancement in almost every industry specially in Education and continuously adopting advanced technology integration with the existing systems. Asia Pacific emerges as to be the fastest growing region owing to factors such as emerging market for the advanced education technology & system and inclination towards higher education with a massive demand as the region witnessed 1/3rd of the world's population.

Major market player included in this report are:

• Amazon Web Services, Inc.
• International Business Machines (IBM) Corporation
• Microsoft Corporation
• Cognizant Technology Solutions Corp.
• Google LLC
• Pearson Plc
• DreamBox Learning, Inc.
• Carnegie Learning, Inc.
• Nuance Communications, Inc.
• Blackboard Inc.

Recent Developments in the Market:

• In October 2022, Zamit India Pvt. Ltd., an educational technology company, announced its plans to introduce a range of AI-powered products in line with the National Education Policy (NEP) 2020. With a focus on growth, the company intends to target eight million new users over the next three years by introducing innovative offerings such as ZQ, ZPD, GETs, and other distinct products and services.
• In October 2022, Schoolnet India Limited, an ed-tech company, and vernacular ed-tech platform GUVI Geek Networks Limited entered into a Memorandum of Understanding (MoU) with the objective of providing coding skills to students who enroll on Geneo, Schoolnet's flagship product. This collaboration aims to offer Schoolnet learners, access to advanced technology and programming education, enabling them to explore new opportunities in the field.

Global AI in education Market Report Scope:

• Historical Data: 2020 - 2021
• Base Year for Estimation: 2022
• Forecast period: 2023-2030
• Report Coverage: Revenue forecast, Company Ranking, Competitive Landscape, Growth factors, and Trends
• Segments Covered: Component, Deployment, Technology, Application, End User, Region
• Regional Scope: North America; Europe; Asia Pacific; Latin America; Middle East & Africa
• Customization Scope: Free report customization (equivalent up to 8 analyst's working hours) with purchase. Addition or alteration to country, regional & segment scope*

The objective of the study is to define market sizes of different segments & countries in recent years and to forecast the values to the coming years. The report is designed to incorporate both qualitative and quantitative aspects of the industry within countries involved in the study.

The report also caters detailed information about the crucial aspects such as driving factors & challenges which will define the future growth of the market. Additionally, it also incorporates potential opportunities in micro markets for stakeholders to invest along with the detailed analysis of competitive landscape and product offerings of key players. The detailed segments and sub-segment of the market are explained below:

By Component:

• Solutions
• Services

By Deployment:

• Cloud
• On-premises

By Technology:

• Natural Language Processing (NLP)
• Machine Learning

By Application:

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

By End User:

• K-12 Education
• Higher Education
• Corporate Training & Learning

By Region:

• North America
• U.S.
• Canada
• Europe
• UK
• Germany
• France
• Spain
• Italy
• ROE
• Asia Pacific
• China
• India
• Japan
• Australia
• South Korea
• RoAPAC
• Latin America
• Brazil
• Mexico
• Middle East & Africa
• Saudi Arabia
• South Africa
• Rest of Middle East & Africa

Table of Contents

Chapter 1. Executive Summary

• 1.1. Market Snapshot
• 1.2. Global & Segmental Market Estimates & Forecasts, 2020-2030 (USD Billion)
  • 1.2.1. AI in Education Market, by region, 2020-2030 (USD Billion)
  • 1.2.2. AI in Education Market, by Component, 2020-2030 (USD Billion)
  • 1.2.3. AI in Education Market, by Deployment, 2020-2030 (USD Billion)
  • 1.2.4. AI in Education Market, by Technology, 2020-2030 (USD Billion)
  • 1.2.5. AI in Education Market, by Application, 2020-2030 (USD Billion)
  • 1.2.6. AI in Education Market, by End User, 2020-2030 (USD Billion)
• 1.3. Key Trends
• 1.4. Estimation Methodology
• 1.5. Research Assumption

Chapter 2. Global AI in Education Market Definition and Scope

• 2.1. Objective of the Study
• 2.2. Market Definition & Scope
  • 2.2.1. Industry Evolution
  • 2.2.2. Scope of the Study
• 2.3. Years Considered for the Study
• 2.4. Currency Conversion Rates

Chapter 3. Global AI in Education Market Dynamics

• 3.1. AI in Education Market Impact Analysis (2020-2030)
  • 3.1.1. Market Drivers
    • 3.1.1.1. Increasing Use of Artificial Intelligence (AI)
    • 3.1.1.2. Growing EdTech Industry
  • 3.1.2. Market Challenges
    • 3.1.2.1. Legal & Regulatory Framework
    • 3.1.2.2. Complex implementation with Existing Systems
  • 3.1.3. Market Opportunities
    • 3.1.3.1. Global Reach & Scalability
    • 3.1.3.2. Skill Development & Future Readiness

Chapter 4. Global AI in Education Market: Industry Analysis

• 4.1. Porter's 5 Force Model
  • 4.1.1. Bargaining Power of Suppliers
  • 4.1.2. Bargaining Power of Buyers
  • 4.1.3. Threat of New Entrants
  • 4.1.4. Threat of Substitutes
  • 4.1.5. Competitive Rivalry
• 4.2. Porter's 5 Force Impact Analysis
• 4.3. PEST Analysis
  • 4.3.1. Political
  • 4.3.2. Economic
  • 4.3.3. Social
  • 4.3.4. Technological
  • 4.3.5. Environmental
  • 4.3.6. Legal
• 4.4. Top investment opportunity
• 4.5. Top winning strategies
• 4.6. COVID-19 Impact Analysis
• 4.7. Disruptive Trends
• 4.8. Industry Expert Perspective
• 4.9. Analyst Recommendation & Conclusion

Chapter 5. Global AI in Education Market, by Component

• 5.1. Market Snapshot
• 5.2. Global AI in Education Market by Component, Performance - Potential Analysis
• 5.3. Global AI in Education Market Estimates & Forecasts by Component 2020-2030 (USD Billion)
• 5.4. AI in Education Market, Sub Segment Analysis
  • 5.4.1. Solutions
  • 5.4.2. Services

Chapter 6. Global AI in Education Market, by Deployment

• 6.1. Market Snapshot
• 6.2. Global AI in Education Market by Deployment, Performance - Potential Analysis
• 6.3. Global AI in Education Market Estimates & Forecasts by Deployment 2020-2030 (USD Billion)
• 6.4. AI in Education Market, Sub Segment Analysis
  • 6.4.1. Cloud
  • 6.4.2. On-premises

Chapter 7. Global AI in Education Market, by Technology

• 7.1. Market Snapshot
• 7.2. Global AI in Education Market by Technology, Performance - Potential Analysis
• 7.3. Global AI in Education Market Estimates & Forecasts by Technology 2020-2030 (USD Billion)
• 7.4. AI in Education Market, Sub Segment Analysis
  • 7.4.1. Natural Language Processing (NLP)
  • 7.4.2. Machine Learning

Chapter 8. Global AI in Education Market, by Application

• 8.1. Market Snapshot
• 8.2. Global AI in Education Market by Application, Performance - Potential Analysis
• 8.3. Global AI in Education Market Estimates & Forecasts by Application 2020-2030 (USD Billion)
• 8.4. AI in Education Market, Sub Segment Analysis
  • 8.4.1. Learning Platform & Virtual Facilitators
  • 8.4.2. Intelligent Tutoring System (ITS)
  • 8.4.3. Smart content
  • 8.4.4. Fraud and Risk Management
  • 8.4.5. Others

Chapter 9. Global AI in Education Market, by End User

• 9.1. Market Snapshot
• 9.2. Global AI in Education Market by End User, Performance - Potential Analysis
• 9.3. Global AI in Education Market Estimates & Forecasts by End User 2020-2030 (USD Billion)
• 9.4. AI in Education Market, Sub Segment Analysis
  • 9.4.1. K-12 Education
  • 9.4.2. Higher Education
  • 9.4.3. Corporate Training & Learning

Chapter 10. Global AI in Education Market, Regional Analysis

• 10.1. Top Leading Countries
• 10.2. Top Emerging Countries
• 10.3. AI in Education Market, Regional Market Snapshot
• 10.4. North America AI in Education Market
  • 10.4.1. U.S. AI in Education Market
    • 10.4.1.1. Component breakdown estimates & forecasts, 2020-2030
    • 10.4.1.2. Deployment breakdown estimates & forecasts, 2020-2030
    • 10.4.1.3. Technology breakdown estimates & forecasts, 2020-2030
    • 10.4.1.4. Application breakdown estimates & forecasts, 2020-2030
    • 10.4.1.5. End User breakdown estimates & forecasts, 2020-2030
  • 10.4.2. Canada AI in Education Market
• 10.5. Europe AI in Education Market Snapshot
  • 10.5.1. U.K. AI in Education Market
  • 10.5.2. Germany AI in Education Market
  • 10.5.3. France AI in Education Market
  • 10.5.4. Spain AI in Education Market
  • 10.5.5. Italy AI in Education Market
  • 10.5.6. Rest of Europe AI in Education Market
• 10.6. Asia-Pacific AI in Education Market Snapshot
  • 10.6.1. China AI in Education Market
  • 10.6.2. India AI in Education Market
  • 10.6.3. Japan AI in Education Market
  • 10.6.4. Australia AI in Education Market
  • 10.6.5. South Korea AI in Education Market
  • 10.6.6. Rest of Asia Pacific AI in Education Market
• 10.7. Latin America AI in Education Market Snapshot
  • 10.7.1. Brazil AI in Education Market
  • 10.7.2. Mexico AI in Education Market
• 10.8. Middle East & Africa AI in Education Market
  • 10.8.1. Saudi Arabia AI in Education Market
  • 10.8.2. South Africa AI in Education Market
  • 10.8.3. Rest of Middle East & Africa AI in Education Market

Chapter 11. Competitive Intelligence

• 11.1. Key Company SWOT Analysis
  • 11.1.1. Company 1
  • 11.1.2. Company 2
  • 11.1.3. Company 3
• 11.2. Top Market Strategies
• 11.3. Company Profiles
  • 11.3.1. Amazon Web Services, Inc.
    • 11.3.1.1. Key Information
    • 11.3.1.2. Overview
    • 11.3.1.3. Financial (Subject to Data Availability)
    • 11.3.1.4. Product Summary
    • 11.3.1.5. Recent Developments
  • 11.3.2. International Business Machines (IBM) Corporation
  • 11.3.3. Microsoft Corporation
  • 11.3.4. Cognizant Technology Solutions Corp.
  • 11.3.5. Google LLC
  • 11.3.6. Pearson Plc
  • 11.3.7. DreamBox Learning, Inc.
  • 11.3.8. Carnegie Learning, Inc.
  • 11.3.9. Nuance Communications, Inc.
  • 11.3.10. Blackboard Inc.

Chapter 12. Research Process

• 12.1. Research Process
  • 12.1.1. Data Mining
  • 12.1.2. Analysis
  • 12.1.3. Market Estimation
  • 12.1.4. Validation
  • 12.1.5. Publishing
• 12.2. Research Attributes
• 12.3. Research Assumption