教育分野における人工知能市場：コンポーネント、技術、展開、用途、最終用途別-2025年～2030年の世界予測

教育分野における人工知能市場の2023年の市場規模は40億3,000万米ドルで、2024年には49億2,000万米ドルに達すると予測され、CAGR 22.54％で成長し、2030年には167億2,000万米ドルに達すると予測されています。

教育分野における人工知能（AI）の範囲と定義には、学習体験の向上、教育コンテンツのカスタマイズ、管理プロセスの合理化を目的として設計された幅広い技術が含まれます。AIは学習の個別化において重要な役割を果たし、機械学習や自然言語処理のような技術を通じて、教育プラットフォームが個々の生徒のニーズに適応できるようにします。その必要性は主に、教育へのアクセス、効率、成果を向上させる必要性から生じており、世界中の教育者や教育機関にとって貴重なツールとなっています。教育におけるAIの応用は、インテリジェントな個別指導システムや管理タスクの自動化から、パフォーマンス追跡やカスタマイズされた学習コンテンツ配信における分析にまで及ぶ。最終用途の範囲には、K-12教育、高等教育、企業研修プログラムなどが含まれます。大きな成長要因は、COVID-19パンデミック時の遠隔教育への世界のシフトによって後押しされた、ブレンデッドおよびオンライン学習モデルの採用の増加です。さらに、教育機関が学生の成果を向上させるために費用対効果の高いソリューションを模索するにつれて、オーダーメイドの教育体験に対する需要が高まっています。とはいえ、AI主導の評価ツール、学生サポートのためのチャットボット、適応型コンテンツ配信システムの開発には、潜在的なビジネスチャンスが眠っています。しかし、データ・プライバシーの懸念、高い導入コスト、発展途上地域におけるデジタル・インフラの不足といった課題が、成長を妨げる可能性があります。こうした課題に対処するには、データを保護するための包括的な政策、インフラへの投資、手頃な価格の技術ソリューションが必要です。AIを活用した教育用ゲームや、拡張現実（AR/VR）を利用した没入型学習体験のイノベーションは、研究の有望な道筋を示しています。企業はこれらのイノベーションを活用して、魅力的で成果志向の教育ツールを作成することができます。教育分野におけるAI市場の性質はダイナミックで競争的であり、技術の進歩と進化する教育ニーズに後押しされています。拡張性があり、安全で、利用しやすいAIソリューションに戦略的に投資しながら、倫理的な配慮を行う企業は、大きな成長と市場でのリーダーシップが期待できると思われます。

市場力学：急速に進化する教育分野における人工知能市場の主要市場インサイトを公開

教育分野における人工知能市場は、需要と供給のダイナミックな相互作用によって変貌を遂げています。このような市場力学の進化を理解することで、企業は十分な情報に基づいた投資決定、戦略的意思決定、新たなビジネスチャンスの獲得を行うことができます。これらの動向を包括的に把握することで、企業は政治的、地理的、技術的、社会的、経済的な領域にわたる様々なリスクを軽減することができるとともに、消費者行動とそれが製造コストや購買動向に与える影響をより明確に理解することができます。

• 市場促進要因
  • 教育分野におけるデジタル技術の採用
  • 個別化された学習体験に対するニーズの高まり
  • 生徒の学習意欲を高め、学習成果を向上させる必要性
• 市場抑制要因
  • AIソリューションの統合における高コストと複雑性
• 市場機会
  • AIベースの教育システムとソリューションの技術的進歩
  • AIツールによるスマートなコンテンツ作成への活用
• 市場の課題
  • データ漏洩やデータ・セキュリティに関する懸念

ポーターのファイブフォース：教育分野における人工知能市場をナビゲートする戦略ツール

ポーターのファイブフォースフレームワークは、教育分野における人工知能市場の競合情勢を理解するための重要なツールです。ポーターのファイブフォース・フレームワークは、企業の競争力を評価し、戦略的機会を探るための明確な手法を提供します。このフレームワークは、企業が市場内の勢力図を評価し、新規事業の収益性を判断するのに役立ちます。これらの洞察により、企業は自社の強みを活かし、弱みに対処し、潜在的な課題を回避することで、より強靭な市場でのポジショニングを確保することができます。

PESTLE分析：教育分野における人工知能市場における外部からの影響の把握

外部マクロ環境要因は、教育分野における人工知能市場の業績ダイナミクスを形成する上で極めて重要な役割を果たします。政治的、経済的、社会的、技術的、法的、環境的要因の分析は、これらの影響をナビゲートするために必要な情報を提供します。PESTLE要因を調査することで、企業は潜在的なリスクと機会をよりよく理解することができます。この分析により、企業は規制、消費者の嗜好、経済動向の変化を予測し、先を見越した積極的な意思決定を行う準備ができます。

市場シェア分析教育分野における人工知能市場における競合情勢の把握

教育分野における人工知能市場の詳細な市場シェア分析により、ベンダーの業績を包括的に評価することができます。企業は、収益、顧客ベース、成長率などの主要指標を比較することで、競争上のポジショニングを明らかにすることができます。この分析により、市場の集中、断片化、統合の動向が明らかになり、ベンダーは競争が激化する中で自社の地位を高める戦略的意思決定を行うために必要な知見を得ることができます。

FPNVポジショニング・マトリックス教育分野における人工知能市場におけるベンダーのパフォーマンス評価

FPNVポジショニングマトリックスは、教育分野における人工知能市場においてベンダーを評価するための重要なツールです。このマトリックスにより、ビジネス組織はベンダーのビジネス戦略と製品満足度に基づき評価することで、目標に沿った十分な情報に基づいた意思決定を行うことができます。4つの象限によってベンダーを明確かつ正確にセグメント化し、戦略目標に最適なパートナーやソリューションを特定することができます。

戦略分析と推奨教育分野における人工知能市場における成功への道筋を描く

教育分野における人工知能市場の戦略分析は、世界市場でのプレゼンス強化を目指す企業にとって不可欠です。主要なリソース、能力、業績指標を見直すことで、企業は成長機会を特定し、改善に取り組むことができます。このアプローチにより、競合情勢における課題を克服し、新たなビジネスチャンスを活かして長期的な成功を収めるための体制を整えることができます。

本レポートでは、主要な注目分野を網羅した市場の包括的な分析を提供しています：

1.市場の浸透度：現在の市場環境の詳細なレビュー、主要企業による広範なデータ、市場でのリーチと全体的な影響力の評価。

2.市場の開拓度：新興市場における成長機会を特定し、既存分野における拡大可能性を評価し、将来の成長に向けた戦略的ロードマップを提供します。

3.市場の多様化：最近の製品発売、未開拓の地域、業界の主要な進歩、市場を形成する戦略的投資を分析します。

4.競合の評価と情報：競合情勢を徹底的に分析し、市場シェア、事業戦略、製品ポートフォリオ、認証、規制当局の承認、特許動向、主要企業の技術進歩などを検証します。

5.製品開発およびイノベーション：将来の市場成長を促進すると期待される最先端技術、研究開発活動、製品イノベーションをハイライトしています。

また、利害関係者が十分な情報を得た上で意思決定できるよう、重要な質問にも答えています：

1.現在の市場規模と今後の成長予測は？

2.最高の投資機会を提供する製品、セグメント、地域はどこか？

3.市場を形成する主な技術動向と規制の影響とは？

4.主要ベンダーの市場シェアと競合ポジションは？

5.ベンダーの市場参入・撤退戦略の原動力となる収益源と戦略的機会は何か？

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
    • 教育分野におけるデジタル技術の導入
    • パーソナライズされた学習体験へのニーズの高まり
    • 学生の学習意欲を高め、学習成果を向上させる必要がある
  • 抑制要因
    • AIソリューションの統合には高いコストと複雑さが伴う
  • 機会
    • AIベースの教育システムとソリューションにおける技術的進歩
    • AIツールによるスマートコンテンツ作成への活用
  • 課題
    • データ侵害とデータセキュリティに関する懸念
• 市場セグメンテーション分析
• ポーターのファイブフォース分析
• PESTEL分析
  • 政治的
  • 経済
  • 社交
  • 技術的
  • 法律上
  • 環境

第6章 教育分野における人工知能市場：コンポーネント別

• サービス
• ソリューション

第7章 教育分野における人工知能市場：技術別

• 機械学習
• 自然言語処理（NLP）

第8章 教育分野における人工知能市場：展開別

• クラウド
• オンプレミス

第9章 教育分野における人工知能市場：用途別

• 管理タスク
• ゲーミフィケーション
• インテリジェントチュータリングシステム（ITS）
• 学習プラットフォームと仮想ファシリテーター
• スマートコンテンツ

第10章 教育分野における人工知能市場：最終用途別

• 企業研修と学習
• 高等教育
• K-12教育

第11章 南北アメリカの教育分野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分野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・アフリカの教育分野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2023
• FPNVポジショニングマトリックス, 2023
• 競合シナリオ分析
• 戦略分析と提言

企業一覧

• Amazon Web Services, Inc.
• AstrumU Inc.
• Blackboard Inc. by Anthology
• BridgeU by Kaplan
• C3.ai, Inc.
• Carnegie Learning, Inc.
• Cognizant Technology Solutions Corporation
• DreamBox Learning, Inc.
• Fishtree
• Google LLC
• IBM Corporation
• John Wiley & Sons, Inc.
• Liminex, Inc.
• Microsoft Corporation
• OCELOT
• Pearson Plc
• Querium Corporation
• Thinkster Learning, Inc.
• Virtual Class Ltd
• YiXue Squirrel AI Learning Inc.

LIST OF FIGURES

• FIGURE 1. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET RESEARCH PROCESS
• FIGURE 2. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2023 VS 2030 (%)
• FIGURE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2023 VS 2030 (%)
• FIGURE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
• FIGURE 13. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2023 VS 2030 (%)
• FIGURE 15. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. AMERICAS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 17. AMERICAS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. UNITED STATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 19. UNITED STATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 20. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 21. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 22. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 23. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 24. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 25. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

• TABLE 1. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• 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 COMPONENT, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY SOLUTIONS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING (NLP), BY REGION, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CLOUD, BY REGION, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY ON-PREMISES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY ADMIN TASKS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY GAMIFICATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY INTELLIGENT TUTORING SYSTEM (ITS), BY REGION, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY LEARNING PLATFORM & VIRTUAL FACILITATORS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY SMART CONTENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 23. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY CORPORATE TRAINING & LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 24. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY HIGHER EDUCATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 25. GLOBAL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY K-12 EDUCATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 26. AMERICAS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 27. AMERICAS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 28. AMERICAS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 29. AMERICAS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 30. AMERICAS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 31. AMERICAS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 32. ARGENTINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 33. ARGENTINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 34. ARGENTINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 35. ARGENTINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 36. ARGENTINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 37. BRAZIL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 38. BRAZIL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 39. BRAZIL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 40. BRAZIL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 41. BRAZIL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 42. CANADA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 43. CANADA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 44. CANADA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 45. CANADA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 46. CANADA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 47. MEXICO ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 48. MEXICO ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 49. MEXICO ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 50. MEXICO ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 51. MEXICO ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 52. UNITED STATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 53. UNITED STATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 54. UNITED STATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 55. UNITED STATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 56. UNITED STATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 57. UNITED STATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 58. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 59. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 60. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 61. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 62. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 63. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 64. AUSTRALIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 65. AUSTRALIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 66. AUSTRALIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 67. AUSTRALIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 68. AUSTRALIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 69. CHINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 70. CHINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 71. CHINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 72. CHINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 73. CHINA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 74. INDIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 75. INDIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 76. INDIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 77. INDIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 78. INDIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 79. INDONESIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 80. INDONESIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 81. INDONESIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 82. INDONESIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 83. INDONESIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 84. JAPAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 85. JAPAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 86. JAPAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 87. JAPAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 88. JAPAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 89. MALAYSIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 90. MALAYSIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 91. MALAYSIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 92. MALAYSIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 93. MALAYSIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 94. PHILIPPINES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 95. PHILIPPINES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 96. PHILIPPINES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 97. PHILIPPINES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 98. PHILIPPINES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 99. SINGAPORE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 100. SINGAPORE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 101. SINGAPORE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 102. SINGAPORE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 103. SINGAPORE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 104. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 105. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 106. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 107. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 108. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 109. TAIWAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 110. TAIWAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 111. TAIWAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 112. TAIWAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 113. TAIWAN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 114. THAILAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 115. THAILAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 116. THAILAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 117. THAILAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 118. THAILAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 119. VIETNAM ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 120. VIETNAM ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 121. VIETNAM ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 122. VIETNAM ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 123. VIETNAM ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 124. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 125. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 126. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 127. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 128. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 129. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 130. DENMARK ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 131. DENMARK ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 132. DENMARK ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 133. DENMARK ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 134. DENMARK ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 135. EGYPT ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 136. EGYPT ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 137. EGYPT ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 138. EGYPT ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 139. EGYPT ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 140. FINLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 141. FINLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 142. FINLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 143. FINLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 144. FINLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 145. FRANCE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 146. FRANCE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 147. FRANCE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 148. FRANCE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 149. FRANCE ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 150. GERMANY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 151. GERMANY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 152. GERMANY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 153. GERMANY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 154. GERMANY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 155. ISRAEL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 156. ISRAEL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 157. ISRAEL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 158. ISRAEL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 159. ISRAEL ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 160. ITALY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 161. ITALY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 162. ITALY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 163. ITALY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 164. ITALY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 165. NETHERLANDS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 166. NETHERLANDS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 167. NETHERLANDS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 168. NETHERLANDS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 169. NETHERLANDS ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 170. NIGERIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 171. NIGERIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 172. NIGERIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 173. NIGERIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 174. NIGERIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 175. NORWAY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 176. NORWAY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 177. NORWAY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 178. NORWAY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 179. NORWAY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 180. POLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 181. POLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 182. POLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 183. POLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 184. POLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 185. QATAR ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 186. QATAR ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 187. QATAR ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 188. QATAR ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 189. QATAR ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 190. RUSSIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 191. RUSSIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 192. RUSSIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 193. RUSSIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 194. RUSSIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 195. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 196. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 197. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 198. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 199. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 200. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 201. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 202. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 203. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 204. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 205. SPAIN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 206. SPAIN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 207. SPAIN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 208. SPAIN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 209. SPAIN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 210. SWEDEN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 211. SWEDEN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 212. SWEDEN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 213. SWEDEN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 214. SWEDEN ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 215. SWITZERLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 216. SWITZERLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 217. SWITZERLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 218. SWITZERLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 219. SWITZERLAND ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 220. TURKEY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 221. TURKEY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 222. TURKEY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 223. TURKEY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 224. TURKEY ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 225. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 226. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 227. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 228. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 229. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 230. UNITED KINGDOM ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 231. UNITED KINGDOM ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 232. UNITED KINGDOM ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 233. UNITED KINGDOM ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 234. UNITED KINGDOM ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 235. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET SHARE, BY KEY PLAYER, 2023
• TABLE 236. ARTIFICIAL INTELLIGENCE IN EDUCATION MARKET, FPNV POSITIONING MATRIX, 2023

The Artificial Intelligence in Education Market was valued at USD 4.03 billion in 2023, expected to reach USD 4.92 billion in 2024, and is projected to grow at a CAGR of 22.54%, to USD 16.72 billion by 2030.

The scope and definition of Artificial Intelligence (AI) in Education encompass a broad range of technologies designed to enhance learning experiences, customize educational content, and streamline administrative processes. AI plays a crucial role in personalizing learning, allowing educational platforms to adapt to individual student needs through techniques like machine learning and natural language processing. Its necessity primarily stems from the need to improve educational access, efficiency, and outcomes, making it a valuable tool for educators and institutions worldwide. The application of AI in education spans from intelligent tutoring systems and administrative task automation to analytics in performance tracking and customized learning content delivery. The end-use scope includes K-12 education, higher education, and corporate training programs. A significant growth factor is the increasing adoption of blended and online learning models, boosted by the global shift to remote education during the COVID-19 pandemic. Moreover, as institutions seek cost-effective solutions to improve student outcomes, demand for tailored educational experiences grows. Nevertheless, potential opportunities lie in developing AI-driven assessment tools, chatbots for student support, and adaptive content delivery systems. However, challenges like data privacy concerns, high implementation costs, and a lack of digital infrastructure in developing regions can impede growth. Addressing these challenges requires comprehensive policies to safeguard data, investment in infrastructure, and affordable technology solutions. Innovations in AI-powered educational gaming and immersive learning experiences using augmented and virtual reality (AR/VR) present promising avenues for research. Businesses can leverage these innovations to create engaging, outcome-oriented educational tools. The nature of the AI in education market is dynamic and competitive, driven by technological advancements and evolving educational needs. Companies that strategically invest in scalable, secure, and accessible AI solutions while navigating ethical considerations will likely position themselves for significant growth and market leadership.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Artificial Intelligence in Education Market

The Artificial Intelligence in Education Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

• Market Drivers
  • Adoption of digital technologies in education sector
  • Growing need for personalized learning experiences
  • Need to enhance student engagement and improve learning outcomes
• Market Restraints
  • High cost and complexity in integrating AI solutions
• Market Opportunities
  • Technological advancements in AI-based educational systems and solutions
  • Utilization for smart content creation through AI tools
• Market Challenges
  • Concerns associated with data breaches and data security

Porter's Five Forces: A Strategic Tool for Navigating the Artificial Intelligence in Education Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Artificial Intelligence in Education Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Artificial Intelligence in Education Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Artificial Intelligence in Education Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Artificial Intelligence in Education Market

A detailed market share analysis in the Artificial Intelligence in Education Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Artificial Intelligence in Education Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Artificial Intelligence in Education Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Artificial Intelligence in Education Market

A strategic analysis of the Artificial Intelligence in Education Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Artificial Intelligence in Education Market, highlighting leading vendors and their innovative profiles. These include Amazon Web Services, Inc., AstrumU Inc., Blackboard Inc. by Anthology, BridgeU by Kaplan, C3.ai, Inc., Carnegie Learning, Inc., Cognizant Technology Solutions Corporation, DreamBox Learning, Inc., Fishtree, Google LLC, IBM Corporation, John Wiley & Sons, Inc., Liminex, Inc., Microsoft Corporation, OCELOT, Pearson Plc, Querium Corporation, Thinkster Learning, Inc., Virtual Class Ltd, and YiXue Squirrel AI Learning Inc..

Market Segmentation & Coverage

This research report categorizes the Artificial Intelligence in Education Market to forecast the revenues and analyze trends in each of the following sub-markets:

• Based on Component, market is studied across Services and Solutions.
• Based on Technology, market is studied across Machine Learning and Natural Language Processing (NLP).
• Based on Deployment, market is studied across Cloud and On-premises.
• Based on Application, market is studied across Admin Tasks, Gamification, Intelligent Tutoring System (ITS), Learning Platform & Virtual Facilitators, and Smart content.
• Based on End-use, market is studied across Corporate Training & Learning, Higher Education, and K-12 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.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

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. Adoption of digital technologies in education sector
    • 5.1.1.2. Growing need for personalized learning experiences
    • 5.1.1.3. Need to enhance student engagement and improve learning outcomes
  • 5.1.2. Restraints
    • 5.1.2.1. High cost and complexity in integrating AI solutions
  • 5.1.3. Opportunities
    • 5.1.3.1. Technological advancements in AI-based educational systems and solutions
    • 5.1.3.2. Utilization for smart content creation through AI tools
  • 5.1.4. Challenges
    • 5.1.4.1. Concerns associated with data breaches and data security
• 5.2. Market Segmentation Analysis
• 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 Component

• 6.1. Introduction
• 6.2. Services
• 6.3. Solutions

7. Artificial Intelligence in Education Market, by Technology

• 7.1. Introduction
• 7.2. Machine Learning
• 7.3. Natural Language Processing (NLP)

8. Artificial Intelligence in Education Market, by Deployment

• 8.1. Introduction
• 8.2. Cloud
• 8.3. On-premises

9. Artificial Intelligence in Education Market, by Application

• 9.1. Introduction
• 9.2. Admin Tasks
• 9.3. Gamification
• 9.4. Intelligent Tutoring System (ITS)
• 9.5. Learning Platform & Virtual Facilitators
• 9.6. Smart content

10. Artificial Intelligence in Education Market, by End-use

• 10.1. Introduction
• 10.2. Corporate Training & Learning
• 10.3. Higher Education
• 10.4. K-12 Education

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, 2023
• 14.2. FPNV Positioning Matrix, 2023
• 14.3. Competitive Scenario Analysis
• 14.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. Amazon Web Services, Inc.
• 2. AstrumU Inc.
• 3. Blackboard Inc. by Anthology
• 4. BridgeU by Kaplan
• 5. C3.ai, Inc.
• 6. Carnegie Learning, Inc.
• 7. Cognizant Technology Solutions Corporation
• 8. DreamBox Learning, Inc.
• 9. Fishtree
• 10. Google LLC
• 11. IBM Corporation
• 12. John Wiley & Sons, Inc.
• 13. Liminex, Inc.
• 14. Microsoft Corporation
• 15. OCELOT
• 16. Pearson Plc
• 17. Querium Corporation
• 18. Thinkster Learning, Inc.
• 19. Virtual Class Ltd
• 20. YiXue Squirrel AI Learning Inc.