教育における人工知能市場：学習形態、技術タイプ、種類、実装、応用分野別-2025-2030年の世界予測

教育における人工知能市場の2024年の市場規模は48億米ドルで、2025年には53億7,000万米ドル、CAGR12.16%で成長し、2030年には95億6,000万米ドルに達すると予測されています。

人工知能はほぼすべての産業で変革の力として台頭しており、教育も例外ではないです。近年、AIは未来的な概念から具体的な現実へと移行し、教育者が知識を提供する方法や学習者が情報を吸収する方法を再構築しています。教育フレームワークへのAIの統合は、教授法の強化、学習体験のパーソナライズ、全体的な業務効率の向上など、比類のない機会を開いています。

本レポートでは、教育分野におけるAIの現状と将来性について包括的に分析しています。進化する市場力学を詳述し、主なセグメンテーションの視点をハイライトし、トップ企業がどのように技術の進歩を活用しているかを調査しながら、地域的な影響を検証しています。教育学とテクノロジーの交差点を分析することで、AIが単なるツールではなく、現代の教育改革に不可欠な要素であることを洞察します。このダイナミックな交差点を探るにつれ、意思決定者や業界の専門家は、AIが教育に革命をもたらし、より適応性が高く、インテリジェントで、利用しやすい学習環境への道を開く正確なメカニズムを理解することから、多くのことを得ることができることが明らかになります。

AI-教育エコシステムにおける変革的変化

AI技術の急速な進歩により、教育現場は大きな変革期を迎えています。従来の教育パラダイムが見直され、画一的なソリューションから、個別化、適応性、学生のエンゲージメントを重視した、よりダイナミックなデータ主導型モデルへと移行しています。

AI主導のテクノロジーは、教育者がリアルタイムで生徒の成績を評価することを可能にし、さまざまな学習ニーズに合わせてカリキュラムを適応させる可能性を引き出しています。このシフトは、洗練された分析、機械学習アルゴリズム、自然言語処理システムによって強化され、管理機能を強化するだけでなく、没入型の指導体験を生み出します。自動化が進み、意思決定能力が向上したことで、教育機関はコンテンツ配信を再構築し、リソース管理を最適化し、評価システムを改良しています。

さらに、教育へのAIの導入は、従来の教育手法に関する長年の思い込みに課題し、強力なイノベーションを促進しています。データに裏打ちされた洞察力への依存は、創造性と批判的思考を育む環境への移行を促し、技術的に複雑な未来で活躍できる学生を育てる。このような変化の総体的な影響は、教育コンテンツの開発、提供、消費方法におけるパラダイムシフトを世界規模で示唆しています。

AI教育市場の主なセグメンテーション洞察

教育AI市場の分析から、学習アプローチと技術統合の多様性を捉えた高度なセグメンテーション構造が明らかになりました。学習形式を考慮する場合、市場はグループ学習と個別学習にわたって調査されます。この2つの次元は、協調的な教育モデルと個人の学習軌道に焦点を当てたアプローチの対照的なニーズを示しています。

テクノロジーの領域では、採用されているテクノロジーの種類によって市場が区分されます。主要分野には、コンピュータ・ビジョン、機械学習、自然言語処理などがあります。コンピュータ・ビジョンはビジュアル学習ツールを強化し、アダプティブ・テストをサポートし、機械学習は生徒の成績を予測する予測分析を推進し、自然言語処理は対話型個別指導とインテリジェントなコンテンツ評価を促進します。

市場をさらに掘り下げると、タイプ別のセグメンテーションにより、ソリューションは管理システムと教育システムに分類されます。管理システムは業務を合理化し、組織のデータを管理し、定型業務を自動化します。一方、教育システムは、没入型・双方向型の教育戦略を統合することで、教育法を変革する最前線にあります。

導入モデルについて議論する際、業界ではクラウドベースとオンプレミスのソリューションを区別しています。固有の拡張性と柔軟性を持つクラウドベースのモデルは、さらにハイブリッド・クラウド、プライベート・クラウド、パブリック・クラウドの構成に分けられ、それぞれがデータ・セキュリティ、アクセシビリティ、コスト効率の面で独自のメリットを提供します。これとは対照的に、オンプレミス・ソリューションは、データ・プライバシーとカスタマイズが最優先される環境において、引き続き支持を集めています。

教育におけるAIの応用分野も同様に包括的です。企業研修では、AIがリーダーシップ研修を強化し、専門能力開発をサポートし、技術スキル向上プログラムを洗練させる。高等教育では、博士課程、大学院課程、学部課程に重点が置かれ、幅広い学術ニーズに対応しています。幼稚園から高校までの教育は、さらに初等教育と中等教育に細分化され、年齢に応じたカリキュラムに沿った教育が行われます。同様に、職業訓練は技術訓練と貿易コースに分類され、さまざまな産業で必要とされる特定のスキルセットに対応しています。

このように細分化することで、市場の需要と供給のニュアンスを理解するためのロードマップが提供され、さまざまな教育状況に対応したオーダーメイド・ソリューションの重要性が強調されます。各セグメントにおける多様化は、デジタルで世界に接続された時代における教育機関の運営方法を再定義しつつある、革新に向けた広範な動向を反映しています。

目次

第1章 序文

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 市場の概要

第5章 市場洞察

• 市場力学
  • 促進要因
    • AIを活用した教育ツールやリソースの可用性とアクセス性の向上
    • スマートクラスとAI駆動型学習管理システムの導入増加
    • 教育における人工知能の推進により、パーソナライズされた学習体験への需要が高まっています
  • 抑制要因
    • AIベースの教育ソリューションの開発と実装に関連する高コスト
  • 機会
    • AIとゲーミフィケーション技術を統合し、学習者のモチベーションと創造性を高める
    • 遠隔教育における没入型仮想教室とトレーニングシミュレーションの作成にAIを活用する
  • 課題
    • データのプライバシーとセキュリティに関する懸念から、機関はAI主導のソリューションの導入を躊躇している
• 市場セグメンテーション分析
  • 実装：AIによる教育体験の向上のためのクラウドベースのソリューションの使用
  • 学習形式：AI技術を活用した学習のパーソナライズ化の需要の高まり
• ポーターのファイブフォース分析
• PESTEL分析
  • 政治的
  • 経済
  • 社会
  • 技術的
  • 法律上
  • 環境

第6章 教育における人工知能市場学習形式別

• グループ学習
• 個別学習

第7章 教育における人工知能市場テクノロジーの種類別

• コンピュータービジョン
• 機械学習
• 自然言語処理

第8章 教育における人工知能市場：タイプ別

• 管理システム
• 指導システム

第9章 教育における人工知能市場実装別

• クラウドベース
  • ハイブリッドクラウド
  • プライベートクラウド
  • パブリッククラウド
• オンプレミス

第10章 教育における人工知能市場：応用分野別

• 企業研修
  • リーダーシップ研修
  • 専門能力開発
  • 技術スキルの向上
• 高等教育
  • 博士課程
  • 大学院プログラム
  • 学部プログラム
• K-12教育
  • 初等教育
  • 中等教育
• 職業訓練
  • 技術研修
  • 貿易コース

第11章 南北アメリカの教育における人工知能市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第12章 アジア太平洋地域の教育における人工知能市場

• オーストラリア
• 中国
• インド
• インドネシア
• 日本
• マレーシア
• フィリピン
• シンガポール
• 韓国
• 台湾
• タイ
• ベトナム

第13章 欧州・中東・アフリカの教育における人工知能市場

• デンマーク
• エジプト
• フィンランド
• フランス
• ドイツ
• イスラエル
• イタリア
• オランダ
• ナイジェリア
• ノルウェー
• ポーランド
• カタール
• ロシア
• サウジアラビア
• 南アフリカ
• スペイン
• スウェーデン
• スイス
• トルコ
• アラブ首長国連邦
• 英国

第14章 競合情勢

• 市場シェア分析, 2024
• FPNVポジショニングマトリックス, 2024
• 競合シナリオ分析
• 戦略分析と提言

企業一覧

• 2U, Inc.
• Academia.edu, Inc.
• Amazon Web Services, Inc.
• AstrumU Inc.
• Blackboard Inc. by Anthology
• Brilliant.org, Inc.
• Carnegie Learning, Inc.
• Century Tech Limited
• Cognii, Inc.
• Cognizant Technology Solutions Corporation
• Coursera, Inc.
• Duolingo, Inc.
• Google LLC
• IBM Corporation
• John Wiley & Sons, Inc.
• McGraw-Hill Education, Inc.
• Microsoft Corporation
• OCELOT
• Pearson Plc
• Querium Corporation
• Quizlet Inc.
• SMART Technologies ULC
• Thinkster Learning, Inc.
• Udacity, Inc. by Accenture public limited company
• YiXue Squirrel AI Learning Inc.

LIST OF FIGURES

• FIGURE 1. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET MULTI-CURRENCY
• FIGURE 2. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET MULTI-LANGUAGE
• FIGURE 3. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET RESEARCH PROCESS
• FIGURE 4. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, 2024 VS 2030
• FIGURE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 6. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2024 VS 2030 (%)
• FIGURE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2024 VS 2030 (%)
• FIGURE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2024 VS 2030 (%)
• FIGURE 13. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2024 VS 2030 (%)
• FIGURE 15. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 16. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2024 VS 2030 (%)
• FIGURE 17. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 18. AMERICAS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
• FIGURE 19. AMERICAS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 20. UNITED STATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY STATE, 2024 VS 2030 (%)
• FIGURE 21. UNITED STATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 22. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
• FIGURE 23. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 24. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
• FIGURE 25. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 26. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SHARE, BY KEY PLAYER, 2024
• FIGURE 27. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, FPNV POSITIONING MATRIX, 2024

LIST OF TABLES

• TABLE 1. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
• TABLE 3. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET DYNAMICS
• TABLE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY GROUP LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY PERSONALIZED LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY ADMINISTRATIVE SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY INSTRUCTIONAL SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, BY REGION, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HYBRID CLOUD, BY REGION, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY PRIVATE CLOUD, BY REGION, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY PUBLIC CLOUD, BY REGION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 23. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY ON-PREMISES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 24. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 25. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 26. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEADERSHIP TRAINING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 27. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY PROFESSIONAL DEVELOPMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 28. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNICAL SKILLS ENHANCEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 29. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 30. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 31. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DOCTORAL PROGRAMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 32. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY POSTGRADUATE PROGRAMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 33. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY UNDERGRADUATE PROGRAMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 34. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 35. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 36. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY PRIMARY EDUCATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 37. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY SECONDARY EDUCATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 38. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 39. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 40. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNICAL TRAINING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 41. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TRADE COURSES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 42. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 43. AMERICAS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 44. AMERICAS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 45. AMERICAS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 46. AMERICAS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 47. AMERICAS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 48. AMERICAS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 49. AMERICAS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 50. AMERICAS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 51. AMERICAS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 52. AMERICAS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 53. AMERICAS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 54. ARGENTINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 55. ARGENTINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 56. ARGENTINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 57. ARGENTINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 58. ARGENTINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 59. ARGENTINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 60. ARGENTINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 61. ARGENTINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 62. ARGENTINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 63. ARGENTINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 64. BRAZIL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 65. BRAZIL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 66. BRAZIL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 67. BRAZIL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 68. BRAZIL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 69. BRAZIL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 70. BRAZIL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 71. BRAZIL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 72. BRAZIL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 73. BRAZIL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 74. CANADA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 75. CANADA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 76. CANADA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 77. CANADA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 78. CANADA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 79. CANADA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 80. CANADA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 81. CANADA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 82. CANADA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 83. CANADA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 84. MEXICO ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 85. MEXICO ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 86. MEXICO ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 87. MEXICO ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 88. MEXICO ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 89. MEXICO ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 90. MEXICO ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 91. MEXICO ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 92. MEXICO ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 93. MEXICO ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 94. UNITED STATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 95. UNITED STATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 96. UNITED STATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 97. UNITED STATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 98. UNITED STATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 99. UNITED STATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 100. UNITED STATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 101. UNITED STATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 102. UNITED STATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 103. UNITED STATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 104. UNITED STATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 105. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 106. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 107. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 108. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 109. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 110. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 111. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 112. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 113. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 114. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 115. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 116. AUSTRALIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 117. AUSTRALIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 118. AUSTRALIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 119. AUSTRALIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 120. AUSTRALIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 121. AUSTRALIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 122. AUSTRALIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 123. AUSTRALIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 124. AUSTRALIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 125. AUSTRALIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 126. CHINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 127. CHINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 128. CHINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 129. CHINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 130. CHINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 131. CHINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 132. CHINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 133. CHINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 134. CHINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 135. CHINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 136. INDIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 137. INDIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 138. INDIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 139. INDIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 140. INDIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 141. INDIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 142. INDIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 143. INDIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 144. INDIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 145. INDIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 146. INDONESIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 147. INDONESIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 148. INDONESIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 149. INDONESIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 150. INDONESIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 151. INDONESIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 152. INDONESIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 153. INDONESIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 154. INDONESIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 155. INDONESIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 156. JAPAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 157. JAPAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 158. JAPAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 159. JAPAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 160. JAPAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 161. JAPAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 162. JAPAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 163. JAPAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 164. JAPAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 165. JAPAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 166. MALAYSIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 167. MALAYSIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 168. MALAYSIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 169. MALAYSIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 170. MALAYSIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 171. MALAYSIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 172. MALAYSIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 173. MALAYSIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 174. MALAYSIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 175. MALAYSIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 176. PHILIPPINES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 177. PHILIPPINES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 178. PHILIPPINES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 179. PHILIPPINES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 180. PHILIPPINES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 181. PHILIPPINES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 182. PHILIPPINES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 183. PHILIPPINES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 184. PHILIPPINES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 185. PHILIPPINES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 186. SINGAPORE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 187. SINGAPORE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 188. SINGAPORE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 189. SINGAPORE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 190. SINGAPORE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 191. SINGAPORE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 192. SINGAPORE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 193. SINGAPORE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 194. SINGAPORE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 195. SINGAPORE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 196. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 197. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 198. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 199. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 200. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 201. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 202. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 203. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 204. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 205. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 206. TAIWAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 207. TAIWAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 208. TAIWAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 209. TAIWAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 210. TAIWAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 211. TAIWAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 212. TAIWAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 213. TAIWAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 214. TAIWAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 215. TAIWAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 216. THAILAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 217. THAILAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 218. THAILAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 219. THAILAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 220. THAILAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 221. THAILAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 222. THAILAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 223. THAILAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 224. THAILAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 225. THAILAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 226. VIETNAM ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 227. VIETNAM ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 228. VIETNAM ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 229. VIETNAM ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 230. VIETNAM ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 231. VIETNAM ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 232. VIETNAM ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 233. VIETNAM ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 234. VIETNAM ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 235. VIETNAM ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 236. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 237. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 238. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 239. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 240. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 241. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 242. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 243. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 244. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 245. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 246. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 247. DENMARK ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 248. DENMARK ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 249. DENMARK ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 250. DENMARK ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 251. DENMARK ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 252. DENMARK ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 253. DENMARK ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 254. DENMARK ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 255. DENMARK ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 256. DENMARK ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 257. EGYPT ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 258. EGYPT ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 259. EGYPT ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 260. EGYPT ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 261. EGYPT ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 262. EGYPT ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 263. EGYPT ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 264. EGYPT ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 265. EGYPT ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 266. EGYPT ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 267. FINLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 268. FINLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 269. FINLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 270. FINLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 271. FINLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 272. FINLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 273. FINLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 274. FINLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 275. FINLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 276. FINLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 277. FRANCE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 278. FRANCE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
• TABLE 279. FRANCE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 280. FRANCE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY IMPLEMENTATION, 2018-2030 (USD MILLION)
• TABLE 281. FRANCE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
• TABLE 282. FRANCE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION AREA, 2018-2030 (USD MILLION)
• TABLE 283. FRANCE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING, 2018-2030 (USD MILLION)
• TABLE 284. FRANCE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, 2018-2030 (USD MILLION)
• TABLE 285. FRANCE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, 2018-2030 (USD MILLION)
• TABLE 286. FRANCE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY VOCATIONAL TRAINING, 2018-2030 (USD MILLION)
• TABLE 287. GERMANY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING FORMAT, 2018-2030 (USD MILLION)
• TABLE 288. GERMANY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)

TABLE 289

The Artificial Intelligence in Education Market was valued at USD 4.80 billion in 2024 and is projected to grow to USD 5.37 billion in 2025, with a CAGR of 12.16%, reaching USD 9.56 billion by 2030.

Artificial Intelligence has emerged as a transformative force in almost every industry, and education is no exception. In recent years, AI has transitioned from a futuristic concept to a tangible reality that is reshaping the way educators deliver knowledge and how learners absorb information. The integration of AI into educational frameworks has opened up unparalleled opportunities for enhancing teaching methods, personalizing learning experiences, and increasing overall operational efficiencies.

This report provides a comprehensive analysis of the current state and future potential of AI in education. It details the evolving market dynamics, highlights key segmentation perspectives, and examines regional influences while exploring how top companies are leveraging technological advancements. By analyzing the intersection of pedagogy and technology, we gain insights into how AI is not merely a tool but an integral part of modern educational reforms. As we explore this dynamic intersection, it becomes clear that decision-makers and industry experts have much to gain from understanding the precise mechanisms through which AI is revolutionizing education, paving the way for more adaptive, intelligent, and accessible learning environments.

Transformative Shifts in the AI-Education Ecosystem

The educational landscape is undergoing significant transformations as a result of rapid advances in AI technologies. Traditional educational paradigms are being rethought, moving away from one-size-fits-all solutions toward more dynamic, data-driven models that emphasize personalization, adaptability, and student engagement.

AI-driven technologies are enabling educators to assess student performance in real-time, unlocking the potential to adapt curricula to meet various learning needs. This shift is bolstered by sophisticated analytics, machine learning algorithms, and natural language processing systems that not only enhance administrative functions but also create immersive instructional experiences. With increased automation and improved decision-making capabilities, institutions are reimagining content delivery, optimizing resource management, and refining assessment systems.

Furthermore, the introduction of AI into education has spurred robust innovation, challenging long-held assumptions about conventional teaching methodologies. The reliance on data-backed insights has sparked a transition towards environments that foster creativity and critical thinking, preparing students to thrive in a technologically complex future. The collective impact of these changes signals a paradigm shift in how educational content is developed, delivered, and consumed on a global scale.

Key Segmentation Insights in the AI-Education Market

The analysis of the AI in education market reveals a sophisticated segmentation structure that captures the diversity of learning approaches and technological integrations. When considering the learning format, the market is studied across group learning and personalized learning. These two dimensions demonstrate the contrasting needs of collaborative educational models versus approaches that focus on individual learning trajectories.

Within the realm of technology, the market is segmented based on the type of technology employed. Key areas include computer vision, machine learning, and natural language processing. Each of these technologies offers unique advantages: computer vision enhances visual learning tools and supports adaptive testing, machine learning drives predictive analytics to anticipate student performance, and natural language processing facilitates interactive tutoring and intelligent content assessment.

Delving further into the market, segmentation by type categorizes solutions into administrative systems and instructional systems. Administrative systems streamline operations, manage institutional data, and automate routine tasks, while instructional systems are at the forefront of transforming pedagogy by integrating immersive and interactive teaching strategies.

When discussing implementation models, the industry distinguishes between cloud-based and on-premises solutions. The cloud-based model, with its inherent scalability and flexibility, is further dissected into hybrid cloud, private cloud, and public cloud configurations, each offering unique benefits in terms of data security, accessibility, and cost efficiency. On-premises solutions, by contrast, continue to hold traction in environments where data privacy and tailored customization remain paramount.

The application area of AI in education is equally comprehensive. In corporate training, AI enhances leadership training, supports professional development, and refines technical skills enhancement programs. In higher education, the focus spans doctoral programs, postgraduate programs, and undergraduate programs, thus catering to a wide spectrum of academic needs. K-12 education is further subdivided into primary and secondary education, ensuring that teaching approaches are age-appropriate and curriculum-specific. Similarly, vocational training is categorized into technical training and trade courses, addressing the specific skill sets required in various industries.

This layered segmentation provides a roadmap for understanding the nuances of market demand and supply, emphasizing the importance of tailor-made solutions for different educational contexts. The diversification within each segment mirrors the broader trend towards innovation that is redefining how educational institutions operate in a digital, globally connected era.

Based on Learning Format, market is studied across Group Learning and Personalized Learning.

Based on Technology Type, market is studied across Computer Vision, Machine Learning, and Natural Language Processing.

Based on Type, market is studied across Administrative Systems and Instructional Systems.

Based on Implementation, market is studied across Cloud-Based and On-Premises. The Cloud-Based is further studied across Hybrid Cloud, Private Cloud, and Public Cloud.

Based on Application Area, market is studied across Corporate Training, Higher Education, K-12 Education, and Vocational Training. The Corporate Training is further studied across Leadership Training, Professional Development, and Technical Skills Enhancement. The Higher Education is further studied across Doctoral Programs, Postgraduate Programs, and Undergraduate Programs. The K-12 Education is further studied across Primary Education and Secondary Education. The Vocational Training is further studied across Technical Training and Trade Courses.

Key Regional Insights Shaping the Global Market

An examination of regional trends reveals striking variations in the adoption and utilization of AI technologies across different parts of the world. In the Americas, rapid technological advancements coupled with a strong emphasis on research and development create an environment primed for substantial investments in AI-driven educational solutions. The region benefits from a well-established digital infrastructure and a culture that values innovation, leading to significant breakthroughs in interactive learning and digital pedagogy.

Across Europe, the Middle East, and Africa, the diverse educational landscapes and regulatory frameworks present unique opportunities and challenges. In Europe, mature educational systems are integrating AI solutions to drive efficiency and promote lifelong learning. The Middle East and Africa, on the other hand, are witnessing accelerated digital transformation, with AI playing a key role in bridging educational gaps and supporting remote learning initiatives in areas with limited access to traditional learning resources.

In the Asia-Pacific region, the convergence of a large student population and rapid modernization of educational infrastructure has led to a remarkable surge in the implementation of cutting-edge AI technologies. Educational institutions in this region are quickly adopting digital learning tools to promote inclusive education and to keep pace with the evolving demands of the global labor market. The region's strategic focus on innovation is not only enhancing student learning outcomes but also positioning it as a principal player in the future of education.

These regional insights underscore the need for adaptive strategies that reflect local demands, technological readiness, and cultural contexts. They also highlight a broader global trend: large-scale digital transformation is underway, and it is redefining how the world approaches the twin goals of academic excellence and equitable access to education.

Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

Key Companies Driving Innovation in AI-Powered Education

The competitive landscape in the education technology sector is populated by a diverse array of companies whose innovative solutions are propelling the integration of AI into learning environments. Major players such as 2U, Inc. and Academia.edu, Inc. have distinguished themselves through influential online learning platforms that blend accessibility with advanced algorithmic insights. These companies, along with industry titans like Amazon Web Services, Inc. and Google LLC, are also leveraging cloud technologies to offer scalable, secure, and versatile AI solutions for educational institutions.

Other leading companies, including AstrumU Inc. and Blackboard Inc. by Anthology, have carved out significant market presence by focusing on holistic educational management systems that integrate both administrative and instructional functions seamlessly. Brilliant.org, Inc. and Carnegie Learning, Inc. are at the forefront of delivering personalized and data-driven learning experiences, consistently pushing the boundaries of how adaptive learning technologies can engage and support diverse learner profiles.

Innovators like Century Tech Limited and Cognii, Inc. are pioneering in areas such as intelligent tutoring systems and assessment tools, providing educators with unprecedented analytics to better understand student needs. In parallel, Cognizant Technology Solutions Corporation and Coursera, Inc. continue to redefine the digital learning journey by blending traditional content with emerging AI innovations.

Companies such as Duolingo, Inc. and IBM Corporation are expanding the educational horizon by integrating language learning and cognitive computation, thereby making education more interactive and participatory. Established names like John Wiley & Sons, Inc. and McGraw-Hill Education, Inc. have adapted to this new reality by embedding AI in their digital transformation strategies, ensuring their content remains relevant in the age of intelligent education.

The influence of Microsoft Corporation and OCELOT is also notable, as they provide technology solutions that support robust educational ecosystems, including integrated data management and interactive content delivery. Pearson Plc, Querium Corporation, and Quizlet Inc. are key players that continue to develop innovative learning tools and platforms, enabling streamlined and insightful learning experiences across various educational levels.

Furthermore, companies such as SMART Technologies ULC and Thinkster Learning, Inc. are creating environments that foster creativity and analytical thinking among students. Finally, industry leaders like Udacity, Inc. by Accenture public limited company and YiXue Squirrel AI Learning Inc. are continuously exploring new frontiers in applied learning technologies. These organizations collectively illustrate the breadth and depth of innovation driving the AI in education market today, each contributing their unique strengths to a highly competitive yet rapidly evolving sector.

The report delves into recent significant developments in the Artificial Intelligence in Education Market, highlighting leading vendors and their innovative profiles. These include 2U, Inc., Academia.edu, Inc., Amazon Web Services, Inc., AstrumU Inc., Blackboard Inc. by Anthology, Brilliant.org, Inc., Carnegie Learning, Inc., Century Tech Limited, Cognii, Inc., Cognizant Technology Solutions Corporation, Coursera, Inc., Duolingo, Inc., Google LLC, IBM Corporation, John Wiley & Sons, Inc., McGraw-Hill Education, Inc., Microsoft Corporation, OCELOT, Pearson Plc, Querium Corporation, Quizlet Inc., SMART Technologies ULC, Thinkster Learning, Inc., Udacity, Inc. by Accenture public limited company, and YiXue Squirrel AI Learning Inc.. Actionable Recommendations for Industry Leaders

In light of the rapid advancements and transformative shifts in the educational technology landscape, leaders in the sector should adopt a forward-thinking and holistic approach to remain competitive and influential. First, it is essential to invest in scalable AI models that are capable of adapting to the diverse needs of both group-centric and personalized learning environments. By leveraging technologies such as machine learning, computer vision, and natural language processing, organizations can develop adaptive platforms that provide tailored content and insightful analytics.

Leaders must prioritize the integration of cloud-based architectures, especially those that offer hybrid, private, and public cloud configurations. Such a flexible infrastructure is crucial for institutions seeking to balance data security with the need for dynamic, on-demand content delivery. At the same time, retaining on-premises solutions for sensitive applications ensures that data privacy and customization requirements are met without compromise.

Another key recommendation is to foster partnerships across the education value chain-collaborating not only with technology providers but also with curricular developers, regulatory bodies, and research institutions. Such collaborations can facilitate the creation of comprehensive AI-powered ecosystems that address both administrative and instructional challenges. Investment in research and development to continuously refine AI algorithms will ensure that educational content remains engaging, relevant, and effective in promoting learning outcomes.

Furthermore, there is a pressing need for leaders to focus on upskilling their workforce. By investing in professional development and technical training, organizations can ensure that educators are proficient in using and implementing AI tools. This is particularly vital in sectors like corporate training, higher education, K-12 education, and vocational training, where technological advancements are reshaping traditional learning paradigms.

Business leaders should also harness regional insights to craft localized strategies that acknowledge cultural, regulatory, and infrastructural differences. Customized deployment of AI solutions across regions such as the Americas, Europe, the Middle East and Africa, and the Asia-Pacific can lead to more targeted initiatives and improved educational outcomes. Ultimately, harnessing the power of AI in education requires a blend of technological investment, strategic partnerships, and an unwavering commitment to continuous innovation.

Conclusion and Future Perspectives

The integration of Artificial Intelligence into education represents a monumental shift that is reshaping traditional learning environments and redefining the future of knowledge acquisition. As we have explored, the market is marked by intricate segmentation that spans various learning formats, technology types, implementation methods, and application areas. This multifaceted approach underscores the importance of precision and customization in developing effective AI-driven educational solutions.

Transformation is evident not only in technological advancements but also in the strategic realignment of educational services across different regional and corporate landscapes. Leaders in high-growth regions have successfully leveraged AI to overcome longstanding challenges, making education more accessible and adaptive. The collaborative efforts of top companies have further accelerated this transformation, leading to robust platforms that offer high levels of personalization, real-time analytics, and optimized operational efficiencies.

Moving forward, continued innovation will be the cornerstone of progress within this dynamic field. The convergence of diverse AI technologies with domain-specific demands will lead to unprecedented learning experiences, where technology becomes an enabler of both academic excellence and lifelong learning. In a world where information is rapidly evolving, AI stands as a critical ally in managing the complexities of modern education, ensuring that educators and learners alike have access to the tools necessary for success.

This comprehensive analysis underscores the importance of adaptable strategies in addressing market segmentation, regional differences, and competitive dynamics. With a clear focus on actionable recommendations, industry stakeholders are equipped to lead the charge in transforming educational paradigms and realizing the full potential of AI across the global education sector.

Table of Contents

1. Preface

• 1.1. Objectives of the Study
• 1.2. Market Segmentation & Coverage
• 1.3. Years Considered for the Study
• 1.4. Currency & Pricing
• 1.5. Language
• 1.6. Stakeholders

2. Research Methodology

• 2.1. Define: Research Objective
• 2.2. Determine: Research Design
• 2.3. Prepare: Research Instrument
• 2.4. Collect: Data Source
• 2.5. Analyze: Data Interpretation
• 2.6. Formulate: Data Verification
• 2.7. Publish: Research Report
• 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. Increase in availability and accessibility of AI-powered educational tools and resources
    • 5.1.1.2. Rising adoption of smart classes and AI-driven learning management systems
    • 5.1.1.3. Growing demand for personalized learning experiences fueled by artificial intelligence in education
  • 5.1.2. Restraints
    • 5.1.2.1. High costs associated with developing and implementing AI-based educational solutions
  • 5.1.3. Opportunities
    • 5.1.3.1. Integrating AI with gamification techniques to enhance motivation and creativity among learners
    • 5.1.3.2. Utilizing AI for creating immersive virtual classrooms and training simulations in distance education
  • 5.1.4. Challenges
    • 5.1.4.1. Concerns over data privacy and security deter institutions from integrating AI-driven solutions
• 5.2. Market Segmentation Analysis
  • 5.2.1. Implementation: Using cloud-based solutions for enhanced educational experiences through AI
  • 5.2.2. Learning Format: Growing demand for personalizing learning using AI technologies
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental

6. Artificial Intelligence in Education Market, by Learning Format

• 6.1. Introduction
• 6.2. Group Learning
• 6.3. Personalized Learning

7. Artificial Intelligence in Education Market, by Technology Type

• 7.1. Introduction
• 7.2. Computer Vision
• 7.3. Machine Learning
• 7.4. Natural Language Processing

8. Artificial Intelligence in Education Market, by Type

• 8.1. Introduction
• 8.2. Administrative Systems
• 8.3. Instructional Systems

9. Artificial Intelligence in Education Market, by Implementation

• 9.1. Introduction
• 9.2. Cloud-Based
  • 9.2.1. Hybrid Cloud
  • 9.2.2. Private Cloud
  • 9.2.3. Public Cloud
• 9.3. On-Premises

10. Artificial Intelligence in Education Market, by Application Area

• 10.1. Introduction
• 10.2. Corporate Training
  • 10.2.1. Leadership Training
  • 10.2.2. Professional Development
  • 10.2.3. Technical Skills Enhancement
• 10.3. Higher Education
  • 10.3.1. Doctoral Programs
  • 10.3.2. Postgraduate Programs
  • 10.3.3. Undergraduate Programs
• 10.4. K-12 Education
  • 10.4.1. Primary Education
  • 10.4.2. Secondary Education
• 10.5. Vocational Training
  • 10.5.1. Technical Training
  • 10.5.2. Trade Courses

11. Americas Artificial Intelligence in Education Market

• 11.1. Introduction
• 11.2. Argentina
• 11.3. Brazil
• 11.4. Canada
• 11.5. Mexico
• 11.6. United States

12. Asia-Pacific Artificial Intelligence in Education Market

• 12.1. Introduction
• 12.2. Australia
• 12.3. China
• 12.4. India
• 12.5. Indonesia
• 12.6. Japan
• 12.7. Malaysia
• 12.8. Philippines
• 12.9. Singapore
• 12.10. South Korea
• 12.11. Taiwan
• 12.12. Thailand
• 12.13. Vietnam

13. Europe, Middle East & Africa Artificial Intelligence in Education Market

• 13.1. Introduction
• 13.2. Denmark
• 13.3. Egypt
• 13.4. Finland
• 13.5. France
• 13.6. Germany
• 13.7. Israel
• 13.8. Italy
• 13.9. Netherlands
• 13.10. Nigeria
• 13.11. Norway
• 13.12. Poland
• 13.13. Qatar
• 13.14. Russia
• 13.15. Saudi Arabia
• 13.16. South Africa
• 13.17. Spain
• 13.18. Sweden
• 13.19. Switzerland
• 13.20. Turkey
• 13.21. United Arab Emirates
• 13.22. United Kingdom

14. Competitive Landscape

• 14.1. Market Share Analysis, 2024
• 14.2. FPNV Positioning Matrix, 2024
• 14.3. Competitive Scenario Analysis
  • 14.3.1. Google launches USD 120 million global fund to expand AI education
  • 14.3.2. Schoolnet acquires Genius Teacher to strengthen AI edtech capabilities in private schools
  • 14.3.3. Khan Academy and Microsoft partner to expand AI role in education
• 14.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. 2U, Inc.
• 2. Academia.edu, Inc.
• 3. Amazon Web Services, Inc.
• 4. AstrumU Inc.
• 5. Blackboard Inc. by Anthology
• 6. Brilliant.org, Inc.
• 7. Carnegie Learning, Inc.
• 8. Century Tech Limited
• 9. Cognii, Inc.
• 10. Cognizant Technology Solutions Corporation
• 11. Coursera, Inc.
• 12. Duolingo, Inc.
• 13. Google LLC
• 14. IBM Corporation
• 15. John Wiley & Sons, Inc.
• 16. McGraw-Hill Education, Inc.
• 17. Microsoft Corporation
• 18. OCELOT
• 19. Pearson Plc
• 20. Querium Corporation
• 21. Quizlet Inc.
• 22. SMART Technologies ULC
• 23. Thinkster Learning, Inc.
• 24. Udacity, Inc. by Accenture public limited company
• 25. YiXue Squirrel AI Learning Inc.