市場調査レポート

商品コード

世界の教育向けAI市場の規模、シェア、産業動向分析レポート：コンポーネント別（ソリューション、サービス）、用途別、最終用途別、導入形態別（クラウド、オンプレミス）、技術別、地域別展望と予測、2022年～2028年

Global AI In Education Market Size, Share & Industry Trends Analysis Report By Component (Solution and Services), By Application, By End-use, By Deployment Mode (Cloud and On-premise), By Technology, By Regional Outlook and Forecast, 2022 - 2028

出版日: 2022年07月29日 | 発行: KBV Research

| ページ情報: 英文 295 Pages | 納期: 即納可能

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全表示
概要
図表
目次

概要

サンプル依頼リストに入れる

教育におけるAIの世界市場規模は、予測期間中にCAGR33.5%の市場成長率で上昇し、2028年には128億米ドルに達すると予測されています。

人工知能は、革新的な教授・学習方法など、現在教育が直面している最も重要な問題のいくつかに対処し、最終的にはSDG4の実現を早める能力があります。しかし、こうした迅速な技術的進歩には、これまで規制構造や政策論議を超えて多くのリスクや困難が必然的に伴いました。AI技術の助けを借りれば、より充実した教育体験を実現することができます。ユネスコは、教育現場におけるAIの利用が公平性と包括性という基本的価値観に支配されていることを確認しながら、加盟国を支援することに尽力しています。

COVID-19インパクト分析

COVID-19のパンデミックは、世界経済に大きな影響を与えました。パンデミックにより、世界中の様々なビジネスが大きな影響を受けました。また、パンデミックの出現は、世界中の教育インフラを大きく混乱させました。COVID-19の発生により、さまざまな産業が深刻な影響を受けた。COVID-19の大流行は、教育分野にも悪影響を及ぼしました。世界中の学校大学やその他の教育機関が閉鎖され、そのため対面教育におけるAI学習の需要が低下しました。

市場の成長要因

生徒と教師の体験の向上

教育におけるAI市場の成長を促進する重要な要因の1つは、学習と教育の経験を大幅に向上させるという事実です。AI技術のベンダーは、学習手順を強化する洗練された学習システムを構築することで、AI機能を備えた電子ガジェットを生み出しています。教育機関が熾烈な競争の世界で生き残るためには、最高級の学習環境を提供する必要があります。例えば、Century Intelligent Learningは、教師がオンラインで教育カリキュラムを作成し、生徒がいつでもカリキュラムにアクセスできるようにするAI技術を採用した教室を作りました。

時間とコストを大幅に削減

事務職は、書類の整理、メールやテキストの送信、学生や保護者との連絡、定期的な報告書の作成など、何時間も連続して仕事をします。同様に、教授や教師は、テストや宿題の採点、授業計画の立案、次の授業の準備など、さまざまな作業を行わなければなりません。このように、教育関係者はかなりの時間を消費しています。残りの時間は、テスト用紙の採点、今後の授業の計画作成、管理業務の仕上げに当てられます。人工知能の専門家は、スタッフと生徒の生産性を向上させるAIシステムの開発において、教師を支援することができます。

市場の抑制要因

デジタルデバイドによるデジタル化の遅れ

LMIC（低・中所得国）におけるデジタル化の普及は、非常に遅れています。これは、デジタルデバイドが世界中に蔓延していることが原因です。デジタルデバイドとは、先進国とは対照的に、発展途上国や低開発国では、技術の普及率が低いため、デジタル化の進展が遅れていると定義することができます。技術の進歩をもたらすのに苦労しているLMICsは相当数にのぼります。AIを利用した展開は、貧困国内のITインフラの基本的な要件に対する資金がないため、正しい結果を出すためのインスタンスを収集するためのアクセス可能なデータ、ITインフラ、Internet of Thingsデバイスに完全に依存しています。

コンポーネント別の展望

コンポーネントに基づいて、教育におけるAI市場は、ソリューションとサービスに分類されます。2021年、サービスセグメントは、教育におけるAI市場で大きな収益シェアを記録しました。このセグメントの成長は、パンデミックによってもたらされたオンライン教育の増加によって増加しています。さらに、教育システムの改善のためのAI教育への政府および民間セクターの投資の増加が市場を牽引しています。ベンチャーキャピタル（VC）は、2020年にAI事業に多額の投資を行っています。

デプロイメントモードの展望

教育用AI市場は、導入形態に基づき、クラウドとオンプレミスに二分されます。2021年、クラウドセグメントは、教育におけるAI市場で最も高い収益シェアを調達しました。国際的なキャンパス間での教育データ共有の需要の高まりとともに、所有コストの削減が、クラウドセグメントの拡大に寄与している2つの理由です。また、教育機関は設備投資を増やすことなく、最先端のAI技術を現在の運営モデルに組み込むことができます。

テクノロジーの展望

技術別では、教育用AI市場は、自然言語処理（NLP）と機械学習に区分されます。2021年、自然言語処理セグメントは、教育におけるAI市場で大きな収益シェアを記録しました。このセグメントの成長を強化しているのは、大学の間で仮想学習の需要が増加していることに起因しています。教育施設は、学生にクラス最高の学習体験を提供するために、技術的な進歩への投資を増やしています。また、教師にとっても、さまざまな教育プロセスを効率化することができます。

アプリケーションの展望

アプリケーションに基づいて、教育におけるAI市場は、学習プラットフォーム＆バーチャルファシリテーター、インテリジェントチュータリングシステム（ITS）、スマートコンテンツ、不正・リスク管理、その他に細分化されます。2021年、学習プラットフォームと仮想ファシリテーターセグメントは、教育におけるAi市場の最大の収益シェアを獲得しました。このセグメントの成長は、デジタル教育の学習技術の拡大に起因しています。また、バーチャルファシリテーターは、社会の成長に関連するさまざまな能力やアドバイスを駆使し、リアルタイムで発生する困難な社会問題の解決を支援します。

エンドユーザー向け展望

教育用AI市場は、最終用途に基づき、K-12教育、高等教育、企業トレーニング＆ラーニングに分類されます。2021年には、コーポレートトレーニング＆ラーニングセグメントが、教育におけるAI市場で大きな収益シェアを占めました。企業がリソースを最大限に活用するための主な要因として、急速に変化する市場状況や市場競争の激化が挙げられます。したがって、絶えず変化する市場の期待に対応するために、企業はスタッフを迅速に訓練し、最新の動向を知らせる必要があります。

地域別の展望

地域別に見ると、教育用AI市場は、北米、欧州、アジア太平洋、LAMEAで分析されています。2021年、北米は教育用AI市場の最大収益シェアを調達しました。同地域の市場は、技術インフラ設備、ソリューション、サービスを創出するトップ組織の存在や、教育用ガジェットを教育用AIに活用するエンドユーザーの膨大な数などの要素によって牽引されています。例えば、IBM法人は、企業や学術機関との提携を通じて、新しいスキルのトレーニングを行うと発表しています。

市場参加者がとる主な戦略は、パートナーシップです。カーディナルマトリックスで提示された分析に基づき、マイクロソフト株式会社とGoogle LLCは、AI In Education市場の先達です。Amazon Web Services, Inc.、IBM Corporation、Pearson PLCなどの企業は、AI In Education Marketの主要な革新者の一部です。

市場の定義.
目的.
市場規模.
セグメンテーション.
- 教育用AIの世界市場、コンポーネント別
- 教育用AIの世界市場、アプリケーション別
- AI In Educationの世界市場、エンドユーザー別
- AI In Educationの世界市場、デプロイメントモード別
- AI In Educationの世界市場、技術別
- AI In Educationの世界市場、地域別
調査手法

第2章市場概要

イントロダクション
- 概要の説明
  - 市場の構成とシナリオ
市場に影響を与える主な要因.
- 市場促進要因.
- 市場の抑制要因.

第3章競合分析-世界

KBVカーディナルマトリックス
最近の業界全体の戦略的展開
- パートナーシップ、コラボレーション、契約
- 買収と合併
市場シェア分析、2021年
トップ・ウィニング・ストラテジー.
- 主要な主導的戦略。割合の分布（2018-2022年）

第4章教育分野におけるAI世界市場：コンポーネント別

ソリューションの地域別世界市場
地域別世界サービス市場

第5章 AI In Educationの世界市場：アプリケーション別

学習プラットフォーム＆バーチャルファシリテーターの世界市場：地域別
インテリジェントチュータリングシステム（ITS）の世界市場：地域別
スマートコンテンツの世界市場：地域別
詐欺・リスク管理の世界市場：地域別
世界の地域別その他市場

第6章教育におけるAIの世界市場（エンドユース別

高等教育の世界市場：地域別
企業のトレーニング＆ラーニングの世界市場：地域別
K-12教育の世界市場：地域別

第7章：：教育用AIの世界市場：デプロイメントモード別

クラウドの世界市場：地域別
オンプレミスの世界市場：地域別

第8章教育におけるAIの世界市場：技術別

機械学習の世界市場：地域別
自然言語処理（NLP）の世界市場：地域別

第9章教育におけるAIの世界市場：地域別

北米
- 北米のAI In Educationの国別市場
  - 米国
  - カナダ
  - メキシコ
  - 北米の残りの地域
欧州
- 欧州の教育用AI市場：国別
  - ドイツ
  - 英国
  - フランス
  - ロシア
  - スペイン
  - イタリア
  - その他欧州
アジア太平洋地域
- アジア太平洋地域の教育用AI市場：国別
  - 中国
  - 日本
  - インド
  - 韓国
  - シンガポール
  - マレーシア
  - その他アジア太平洋地域
LAMEA
- LAMEAの教育用AI市場：国別
  - ブラジル
  - アルゼンチン
  - UAE
  - サウジアラビア
  - 南アフリカ共和国
  - ナイジェリア
  - LAMEAの他の地域

第10章企業プロファイル

IBM Corporation
Microsoft Corporation
Google LLC
Cognizant Technology Solutions Corporation
Pearson PLC
Amazon Web Services, Inc.（Amazon.com, Inc.）
Carnegie Learning, Inc.（CIP Capital）
Blackboard, Inc.（Providence Equity Partners）
BridgeU Limited（Kaplan, Inc.）
DreamBox Learning, Inc.

図表

LIST OF TABLES

TABLE 1 Global AI In Education Market, 2018 - 2021, USD Million
TABLE 2 Global AI In Education Market, 2022 - 2028, USD Million
TABLE 3 Partnerships, Collaborations and Agreements- AI In Education Market
TABLE 4 Acquisition and Mergers- AI In Education Market
TABLE 5 Global AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 6 Global AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 7 Global Solution Market by Region, 2018 - 2021, USD Million
TABLE 8 Global Solution Market by Region, 2022 - 2028, USD Million
TABLE 9 Global Services Market by Region, 2018 - 2021, USD Million
TABLE 10 Global Services Market by Region, 2022 - 2028, USD Million
TABLE 11 Global AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 12 Global AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 13 Global Learning Platform & Virtual Facilitators Market by Region, 2018 - 2021, USD Million
TABLE 14 Global Learning Platform & Virtual Facilitators Market by Region, 2022 - 2028, USD Million
TABLE 15 Global Intelligent Tutoring System (ITS) Market by Region, 2018 - 2021, USD Million
TABLE 16 Global Intelligent Tutoring System (ITS) Market by Region, 2022 - 2028, USD Million
TABLE 17 Global Smart content Market by Region, 2018 - 2021, USD Million
TABLE 18 Global Smart content Market by Region, 2022 - 2028, USD Million
TABLE 19 Global Fraud & Risk Management Market by Region, 2018 - 2021, USD Million
TABLE 20 Global Fraud & Risk Management Market by Region, 2022 - 2028, USD Million
TABLE 21 Global Others Market by Region, 2018 - 2021, USD Million
TABLE 22 Global Others Market by Region, 2022 - 2028, USD Million
TABLE 23 Global AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 24 Global AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 25 Global Higher Education Market by Region, 2018 - 2021, USD Million
TABLE 26 Global Higher Education Market by Region, 2022 - 2028, USD Million
TABLE 27 Global Corporate Training & Learning Market by Region, 2018 - 2021, USD Million
TABLE 28 Global Corporate Training & Learning Market by Region, 2022 - 2028, USD Million
TABLE 29 Global K-12 Education Market by Region, 2018 - 2021, USD Million
TABLE 30 Global K-12 Education Market by Region, 2022 - 2028, USD Million
TABLE 31 Global AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 32 Global AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 33 Global Cloud Market by Region, 2018 - 2021, USD Million
TABLE 34 Global Cloud Market by Region, 2022 - 2028, USD Million
TABLE 35 Global On-premise Market by Region, 2018 - 2021, USD Million
TABLE 36 Global On-premise Market by Region, 2022 - 2028, USD Million
TABLE 37 Global AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 38 Global AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 39 Global Machine Learning Market by Region, 2018 - 2021, USD Million
TABLE 40 Global Machine Learning Market by Region, 2022 - 2028, USD Million
TABLE 41 Global Natural Language Processing (NLP) Market by Region, 2018 - 2021, USD Million
TABLE 42 Global Natural Language Processing (NLP) Market by Region, 2022 - 2028, USD Million
TABLE 43 Global AI In Education Market by Region, 2018 - 2021, USD Million
TABLE 44 Global AI In Education Market by Region, 2022 - 2028, USD Million
TABLE 45 North America AI In Education Market, 2018 - 2021, USD Million
TABLE 46 North America AI In Education Market, 2022 - 2028, USD Million
TABLE 47 North America AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 48 North America AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 49 North America Solution Market by Country, 2018 - 2021, USD Million
TABLE 50 North America Solution Market by Country, 2022 - 2028, USD Million
TABLE 51 North America Services Market by Country, 2018 - 2021, USD Million
TABLE 52 North America Services Market by Country, 2022 - 2028, USD Million
TABLE 53 North America AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 54 North America AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 55 North America Learning Platform & Virtual Facilitators Market by Country, 2018 - 2021, USD Million
TABLE 56 North America Learning Platform & Virtual Facilitators Market by Country, 2022 - 2028, USD Million
TABLE 57 North America Intelligent Tutoring System (ITS) Market by Country, 2018 - 2021, USD Million
TABLE 58 North America Intelligent Tutoring System (ITS) Market by Country, 2022 - 2028, USD Million
TABLE 59 North America Smart content Market by Country, 2018 - 2021, USD Million
TABLE 60 North America Smart content Market by Country, 2022 - 2028, USD Million
TABLE 61 North America Fraud & Risk Management Market by Country, 2018 - 2021, USD Million
TABLE 62 North America Fraud & Risk Management Market by Country, 2022 - 2028, USD Million
TABLE 63 North America Others Market by Country, 2018 - 2021, USD Million
TABLE 64 North America Others Market by Country, 2022 - 2028, USD Million
TABLE 65 North America AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 66 North America AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 67 North America Higher Education Market by Country, 2018 - 2021, USD Million
TABLE 68 North America Higher Education Market by Country, 2022 - 2028, USD Million
TABLE 69 North America Corporate Training & Learning Market by Country, 2018 - 2021, USD Million
TABLE 70 North America Corporate Training & Learning Market by Country, 2022 - 2028, USD Million
TABLE 71 North America K-12 Education Market by Country, 2018 - 2021, USD Million
TABLE 72 North America K-12 Education Market by Country, 2022 - 2028, USD Million
TABLE 73 North America AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 74 North America AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 75 North America Cloud Market by Country, 2018 - 2021, USD Million
TABLE 76 North America Cloud Market by Country, 2022 - 2028, USD Million
TABLE 77 North America On-premise Market by Country, 2018 - 2021, USD Million
TABLE 78 North America On-premise Market by Country, 2022 - 2028, USD Million
TABLE 79 North America AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 80 North America AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 81 North America Machine Learning Market by Country, 2018 - 2021, USD Million
TABLE 82 North America Machine Learning Market by Country, 2022 - 2028, USD Million
TABLE 83 North America Natural Language Processing (NLP) Market by Country, 2018 - 2021, USD Million
TABLE 84 North America Natural Language Processing (NLP) Market by Country, 2022 - 2028, USD Million
TABLE 85 North America AI In Education Market by Country, 2018 - 2021, USD Million
TABLE 86 North America AI In Education Market by Country, 2022 - 2028, USD Million
TABLE 87 US AI In Education Market, 2018 - 2021, USD Million
TABLE 88 US AI In Education Market, 2022 - 2028, USD Million
TABLE 89 US AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 90 US AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 91 US AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 92 US AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 93 US AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 94 US AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 95 US AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 96 US AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 97 US AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 98 US AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 99 Canada AI In Education Market, 2018 - 2021, USD Million
TABLE 100 Canada AI In Education Market, 2022 - 2028, USD Million
TABLE 101 Canada AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 102 Canada AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 103 Canada AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 104 Canada AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 105 Canada AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 106 Canada AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 107 Canada AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 108 Canada AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 109 Canada AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 110 Canada AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 111 Mexico AI In Education Market, 2018 - 2021, USD Million
TABLE 112 Mexico AI In Education Market, 2022 - 2028, USD Million
TABLE 113 Mexico AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 114 Mexico AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 115 Mexico AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 116 Mexico AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 117 Mexico AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 118 Mexico AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 119 Mexico AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 120 Mexico AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 121 Mexico AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 122 Mexico AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 123 Rest of North America AI In Education Market, 2018 - 2021, USD Million
TABLE 124 Rest of North America AI In Education Market, 2022 - 2028, USD Million
TABLE 125 Rest of North America AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 126 Rest of North America AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 127 Rest of North America AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 128 Rest of North America AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 129 Rest of North America AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 130 Rest of North America AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 131 Rest of North America AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 132 Rest of North America AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 133 Rest of North America AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 134 Rest of North America AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 135 Europe AI In Education Market, 2018 - 2021, USD Million
TABLE 136 Europe AI In Education Market, 2022 - 2028, USD Million
TABLE 137 Europe AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 138 Europe AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 139 Europe Solution Market by Country, 2018 - 2021, USD Million
TABLE 140 Europe Solution Market by Country, 2022 - 2028, USD Million
TABLE 141 Europe Services Market by Country, 2018 - 2021, USD Million
TABLE 142 Europe Services Market by Country, 2022 - 2028, USD Million
TABLE 143 Europe AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 144 Europe AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 145 Europe Learning Platform & Virtual Facilitators Market by Country, 2018 - 2021, USD Million
TABLE 146 Europe Learning Platform & Virtual Facilitators Market by Country, 2022 - 2028, USD Million
TABLE 147 Europe Intelligent Tutoring System (ITS) Market by Country, 2018 - 2021, USD Million
TABLE 148 Europe Intelligent Tutoring System (ITS) Market by Country, 2022 - 2028, USD Million
TABLE 149 Europe Smart content Market by Country, 2018 - 2021, USD Million
TABLE 150 Europe Smart content Market by Country, 2022 - 2028, USD Million
TABLE 151 Europe Fraud & Risk Management Market by Country, 2018 - 2021, USD Million
TABLE 152 Europe Fraud & Risk Management Market by Country, 2022 - 2028, USD Million
TABLE 153 Europe Others Market by Country, 2018 - 2021, USD Million
TABLE 154 Europe Others Market by Country, 2022 - 2028, USD Million
TABLE 155 Europe AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 156 Europe AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 157 Europe Higher Education Market by Country, 2018 - 2021, USD Million
TABLE 158 Europe Higher Education Market by Country, 2022 - 2028, USD Million
TABLE 159 Europe Corporate Training & Learning Market by Country, 2018 - 2021, USD Million
TABLE 160 Europe Corporate Training & Learning Market by Country, 2022 - 2028, USD Million
TABLE 161 Europe K-12 Education Market by Country, 2018 - 2021, USD Million
TABLE 162 Europe K-12 Education Market by Country, 2022 - 2028, USD Million
TABLE 163 Europe AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 164 Europe AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 165 Europe Cloud Market by Country, 2018 - 2021, USD Million
TABLE 166 Europe Cloud Market by Country, 2022 - 2028, USD Million
TABLE 167 Europe On-premise Market by Country, 2018 - 2021, USD Million
TABLE 168 Europe On-premise Market by Country, 2022 - 2028, USD Million
TABLE 169 Europe AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 170 Europe AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 171 Europe Machine Learning Market by Country, 2018 - 2021, USD Million
TABLE 172 Europe Machine Learning Market by Country, 2022 - 2028, USD Million
TABLE 173 Europe Natural Language Processing (NLP) Market by Country, 2018 - 2021, USD Million
TABLE 174 Europe Natural Language Processing (NLP) Market by Country, 2022 - 2028, USD Million
TABLE 175 Europe AI In Education Market by Country, 2018 - 2021, USD Million
TABLE 176 Europe AI In Education Market by Country, 2022 - 2028, USD Million
TABLE 177 Germany AI In Education Market, 2018 - 2021, USD Million
TABLE 178 Germany AI In Education Market, 2022 - 2028, USD Million
TABLE 179 Germany AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 180 Germany AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 181 Germany AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 182 Germany AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 183 Germany AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 184 Germany AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 185 Germany AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 186 Germany AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 187 Germany AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 188 Germany AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 189 UK AI In Education Market, 2018 - 2021, USD Million
TABLE 190 UK AI In Education Market, 2022 - 2028, USD Million
TABLE 191 UK AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 192 UK AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 193 UK AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 194 UK AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 195 UK AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 196 UK AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 197 UK AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 198 UK AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 199 UK AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 200 UK AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 201 France AI In Education Market, 2018 - 2021, USD Million
TABLE 202 France AI In Education Market, 2022 - 2028, USD Million
TABLE 203 France AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 204 France AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 205 France AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 206 France AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 207 France AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 208 France AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 209 France AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 210 France AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 211 France AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 212 France AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 213 Russia AI In Education Market, 2018 - 2021, USD Million
TABLE 214 Russia AI In Education Market, 2022 - 2028, USD Million
TABLE 215 Russia AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 216 Russia AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 217 Russia AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 218 Russia AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 219 Russia AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 220 Russia AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 221 Russia AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 222 Russia AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 223 Russia AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 224 Russia AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 225 Spain AI In Education Market, 2018 - 2021, USD Million
TABLE 226 Spain AI In Education Market, 2022 - 2028, USD Million
TABLE 227 Spain AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 228 Spain AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 229 Spain AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 230 Spain AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 231 Spain AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 232 Spain AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 233 Spain AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 234 Spain AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 235 Spain AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 236 Spain AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 237 Italy AI In Education Market, 2018 - 2021, USD Million
TABLE 238 Italy AI In Education Market, 2022 - 2028, USD Million
TABLE 239 Italy AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 240 Italy AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 241 Italy AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 242 Italy AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 243 Italy AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 244 Italy AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 245 Italy AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 246 Italy AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 247 Italy AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 248 Italy AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 249 Rest of Europe AI In Education Market, 2018 - 2021, USD Million
TABLE 250 Rest of Europe AI In Education Market, 2022 - 2028, USD Million
TABLE 251 Rest of Europe AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 252 Rest of Europe AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 253 Rest of Europe AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 254 Rest of Europe AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 255 Rest of Europe AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 256 Rest of Europe AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 257 Rest of Europe AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 258 Rest of Europe AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 259 Rest of Europe AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 260 Rest of Europe AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 261 Asia Pacific AI In Education Market, 2018 - 2021, USD Million
TABLE 262 Asia Pacific AI In Education Market, 2022 - 2028, USD Million
TABLE 263 Asia Pacific AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 264 Asia Pacific AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 265 Asia Pacific Solution Market by Country, 2018 - 2021, USD Million
TABLE 266 Asia Pacific Solution Market by Country, 2022 - 2028, USD Million
TABLE 267 Asia Pacific Services Market by Country, 2018 - 2021, USD Million
TABLE 268 Asia Pacific Services Market by Country, 2022 - 2028, USD Million
TABLE 269 Asia Pacific AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 270 Asia Pacific AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 271 Asia Pacific Learning Platform & Virtual Facilitators Market by Country, 2018 - 2021, USD Million
TABLE 272 Asia Pacific Learning Platform & Virtual Facilitators Market by Country, 2022 - 2028, USD Million
TABLE 273 Asia Pacific Intelligent Tutoring System (ITS) Market by Country, 2018 - 2021, USD Million
TABLE 274 Asia Pacific Intelligent Tutoring System (ITS) Market by Country, 2022 - 2028, USD Million
TABLE 275 Asia Pacific Smart content Market by Country, 2018 - 2021, USD Million
TABLE 276 Asia Pacific Smart content Market by Country, 2022 - 2028, USD Million
TABLE 277 Asia Pacific Fraud & Risk Management Market by Country, 2018 - 2021, USD Million
TABLE 278 Asia Pacific Fraud & Risk Management Market by Country, 2022 - 2028, USD Million
TABLE 279 Asia Pacific Others Market by Country, 2018 - 2021, USD Million
TABLE 280 Asia Pacific Others Market by Country, 2022 - 2028, USD Million
TABLE 281 Asia Pacific AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 282 Asia Pacific AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 283 Asia Pacific Higher Education Market by Country, 2018 - 2021, USD Million
TABLE 284 Asia Pacific Higher Education Market by Country, 2022 - 2028, USD Million
TABLE 285 Asia Pacific Corporate Training & Learning Market by Country, 2018 - 2021, USD Million
TABLE 286 Asia Pacific Corporate Training & Learning Market by Country, 2022 - 2028, USD Million
TABLE 287 Asia Pacific K-12 Education Market by Country, 2018 - 2021, USD Million
TABLE 288 Asia Pacific K-12 Education Market by Country, 2022 - 2028, USD Million
TABLE 289 Asia Pacific AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 290 Asia Pacific AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 291 Asia Pacific Cloud Market by Country, 2018 - 2021, USD Million
TABLE 292 Asia Pacific Cloud Market by Country, 2022 - 2028, USD Million
TABLE 293 Asia Pacific On-premise Market by Country, 2018 - 2021, USD Million
TABLE 294 Asia Pacific On-premise Market by Country, 2022 - 2028, USD Million
TABLE 295 Asia Pacific AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 296 Asia Pacific AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 297 Asia Pacific Machine Learning Market by Country, 2018 - 2021, USD Million
TABLE 298 Asia Pacific Machine Learning Market by Country, 2022 - 2028, USD Million
TABLE 299 Asia Pacific Natural Language Processing (NLP) Market by Country, 2018 - 2021, USD Million
TABLE 300 Asia Pacific Natural Language Processing (NLP) Market by Country, 2022 - 2028, USD Million
TABLE 301 Asia Pacific AI In Education Market by Country, 2018 - 2021, USD Million
TABLE 302 Asia Pacific AI In Education Market by Country, 2022 - 2028, USD Million
TABLE 303 China AI In Education Market, 2018 - 2021, USD Million
TABLE 304 China AI In Education Market, 2022 - 2028, USD Million
TABLE 305 China AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 306 China AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 307 China AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 308 China AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 309 China AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 310 China AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 311 China AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 312 China AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 313 China AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 314 China AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 315 Japan AI In Education Market, 2018 - 2021, USD Million
TABLE 316 Japan AI In Education Market, 2022 - 2028, USD Million
TABLE 317 Japan AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 318 Japan AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 319 Japan AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 320 Japan AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 321 Japan AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 322 Japan AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 323 Japan AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 324 Japan AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 325 Japan AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 326 Japan AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 327 India AI In Education Market, 2018 - 2021, USD Million
TABLE 328 India AI In Education Market, 2022 - 2028, USD Million
TABLE 329 India AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 330 India AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 331 India AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 332 India AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 333 India AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 334 India AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 335 India AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 336 India AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 337 India AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 338 India AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 339 South Korea AI In Education Market, 2018 - 2021, USD Million
TABLE 340 South Korea AI In Education Market, 2022 - 2028, USD Million
TABLE 341 South Korea AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 342 South Korea AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 343 South Korea AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 344 South Korea AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 345 South Korea AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 346 South Korea AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 347 South Korea AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 348 South Korea AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 349 South Korea AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 350 South Korea AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 351 Singapore AI In Education Market, 2018 - 2021, USD Million
TABLE 352 Singapore AI In Education Market, 2022 - 2028, USD Million
TABLE 353 Singapore AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 354 Singapore AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 355 Singapore AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 356 Singapore AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 357 Singapore AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 358 Singapore AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 359 Singapore AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 360 Singapore AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 361 Singapore AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 362 Singapore AI In Education Market by Technology, 2022 - 2028, USD Million

TABLE 363 Malaysia AI In Education Market, 2018 - 2021, USD Million
TABLE 364 Malaysia AI In Education Market, 2022 - 2028, USD Million
TABLE 365 Malaysia AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 366 Malaysia AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 367 Malaysia AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 368 Malaysia AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 369 Malaysia AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 370 Malaysia AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 371 Malaysia AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 372 Malaysia AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 373 Malaysia AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 374 Malaysia AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 375 Rest of Asia Pacific AI In Education Market, 2018 - 2021, USD Million
TABLE 376 Rest of Asia Pacific AI In Education Market, 2022 - 2028, USD Million
TABLE 377 Rest of Asia Pacific AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 378 Rest of Asia Pacific AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 379 Rest of Asia Pacific AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 380 Rest of Asia Pacific AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 381 Rest of Asia Pacific AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 382 Rest of Asia Pacific AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 383 Rest of Asia Pacific AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 384 Rest of Asia Pacific AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 385 Rest of Asia Pacific AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 386 Rest of Asia Pacific AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 387 LAMEA AI In Education Market, 2018 - 2021, USD Million
TABLE 388 LAMEA AI In Education Market, 2022 - 2028, USD Million
TABLE 389 LAMEA AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 390 LAMEA AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 391 LAMEA Solution Market by Country, 2018 - 2021, USD Million
TABLE 392 LAMEA Solution Market by Country, 2022 - 2028, USD Million
TABLE 393 LAMEA Services Market by Country, 2018 - 2021, USD Million
TABLE 394 LAMEA Services Market by Country, 2022 - 2028, USD Million
TABLE 395 LAMEA AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 396 LAMEA AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 397 LAMEA Learning Platform & Virtual Facilitators Market by Country, 2018 - 2021, USD Million
TABLE 398 LAMEA Learning Platform & Virtual Facilitators Market by Country, 2022 - 2028, USD Million
TABLE 399 LAMEA Intelligent Tutoring System (ITS) Market by Country, 2018 - 2021, USD Million
TABLE 400 LAMEA Intelligent Tutoring System (ITS) Market by Country, 2022 - 2028, USD Million
TABLE 401 LAMEA Smart content Market by Country, 2018 - 2021, USD Million
TABLE 402 LAMEA Smart content Market by Country, 2022 - 2028, USD Million
TABLE 403 LAMEA Fraud & Risk Management Market by Country, 2018 - 2021, USD Million
TABLE 404 LAMEA Fraud & Risk Management Market by Country, 2022 - 2028, USD Million
TABLE 405 LAMEA Others Market by Country, 2018 - 2021, USD Million
TABLE 406 LAMEA Others Market by Country, 2022 - 2028, USD Million
TABLE 407 LAMEA AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 408 LAMEA AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 409 LAMEA Higher Education Market by Country, 2018 - 2021, USD Million
TABLE 410 LAMEA Higher Education Market by Country, 2022 - 2028, USD Million
TABLE 411 LAMEA Corporate Training & Learning Market by Country, 2018 - 2021, USD Million
TABLE 412 LAMEA Corporate Training & Learning Market by Country, 2022 - 2028, USD Million
TABLE 413 LAMEA K-12 Education Market by Country, 2018 - 2021, USD Million
TABLE 414 LAMEA K-12 Education Market by Country, 2022 - 2028, USD Million
TABLE 415 LAMEA AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 416 LAMEA AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 417 LAMEA Cloud Market by Country, 2018 - 2021, USD Million
TABLE 418 LAMEA Cloud Market by Country, 2022 - 2028, USD Million
TABLE 419 LAMEA On-premise Market by Country, 2018 - 2021, USD Million
TABLE 420 LAMEA On-premise Market by Country, 2022 - 2028, USD Million
TABLE 421 LAMEA AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 422 LAMEA AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 423 LAMEA Machine Learning Market by Country, 2018 - 2021, USD Million
TABLE 424 LAMEA Machine Learning Market by Country, 2022 - 2028, USD Million
TABLE 425 LAMEA Natural Language Processing (NLP) Market by Country, 2018 - 2021, USD Million
TABLE 426 LAMEA Natural Language Processing (NLP) Market by Country, 2022 - 2028, USD Million
TABLE 427 LAMEA AI In Education Market by Country, 2018 - 2021, USD Million
TABLE 428 LAMEA AI In Education Market by Country, 2022 - 2028, USD Million
TABLE 429 Brazil AI In Education Market, 2018 - 2021, USD Million
TABLE 430 Brazil AI In Education Market, 2022 - 2028, USD Million
TABLE 431 Brazil AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 432 Brazil AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 433 Brazil AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 434 Brazil AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 435 Brazil AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 436 Brazil AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 437 Brazil AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 438 Brazil AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 439 Brazil AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 440 Brazil AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 441 Argentina AI In Education Market, 2018 - 2021, USD Million
TABLE 442 Argentina AI In Education Market, 2022 - 2028, USD Million
TABLE 443 Argentina AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 444 Argentina AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 445 Argentina AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 446 Argentina AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 447 Argentina AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 448 Argentina AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 449 Argentina AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 450 Argentina AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 451 Argentina AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 452 Argentina AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 453 UAE AI In Education Market, 2018 - 2021, USD Million
TABLE 454 UAE AI In Education Market, 2022 - 2028, USD Million
TABLE 455 UAE AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 456 UAE AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 457 UAE AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 458 UAE AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 459 UAE AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 460 UAE AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 461 UAE AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 462 UAE AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 463 UAE AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 464 UAE AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 465 Saudi Arabia AI In Education Market, 2018 - 2021, USD Million
TABLE 466 Saudi Arabia AI In Education Market, 2022 - 2028, USD Million
TABLE 467 Saudi Arabia AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 468 Saudi Arabia AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 469 Saudi Arabia AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 470 Saudi Arabia AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 471 Saudi Arabia AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 472 Saudi Arabia AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 473 Saudi Arabia AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 474 Saudi Arabia AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 475 Saudi Arabia AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 476 Saudi Arabia AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 477 South Africa AI In Education Market, 2018 - 2021, USD Million
TABLE 478 South Africa AI In Education Market, 2022 - 2028, USD Million
TABLE 479 South Africa AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 480 South Africa AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 481 South Africa AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 482 South Africa AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 483 South Africa AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 484 South Africa AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 485 South Africa AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 486 South Africa AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 487 South Africa AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 488 South Africa AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 489 Nigeria AI In Education Market, 2018 - 2021, USD Million
TABLE 490 Nigeria AI In Education Market, 2022 - 2028, USD Million
TABLE 491 Nigeria AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 492 Nigeria AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 493 Nigeria AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 494 Nigeria AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 495 Nigeria AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 496 Nigeria AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 497 Nigeria AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 498 Nigeria AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 499 Nigeria AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 500 Nigeria AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 501 Rest of LAMEA AI In Education Market, 2018 - 2021, USD Million
TABLE 502 Rest of LAMEA AI In Education Market, 2022 - 2028, USD Million
TABLE 503 Rest of LAMEA AI In Education Market by Component, 2018 - 2021, USD Million
TABLE 504 Rest of LAMEA AI In Education Market by Component, 2022 - 2028, USD Million
TABLE 505 Rest of LAMEA AI In Education Market by Application, 2018 - 2021, USD Million
TABLE 506 Rest of LAMEA AI In Education Market by Application, 2022 - 2028, USD Million
TABLE 507 Rest of LAMEA AI In Education Market by End-use, 2018 - 2021, USD Million
TABLE 508 Rest of LAMEA AI In Education Market by End-use, 2022 - 2028, USD Million
TABLE 509 Rest of LAMEA AI In Education Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 510 Rest of LAMEA AI In Education Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 511 Rest of LAMEA AI In Education Market by Technology, 2018 - 2021, USD Million
TABLE 512 Rest of LAMEA AI In Education Market by Technology, 2022 - 2028, USD Million
TABLE 513 Key information - IBM Corporation
TABLE 514 key information - Microsoft Corporation
TABLE 515 Key Information - Google LLC
TABLE 516 Key Information - Cognizant Technology Solutions Corporation
TABLE 517 Key information - Pearson PLC
TABLE 518 Key Information - AMAZON WEB SERVICES, INC.
TABLE 519 Key Information - Carnegie Learning, Inc.
TABLE 520 key information - Blackboard, Inc.
TABLE 521 Key Information - BridgeU Limited
TABLE 522 Key Information - DreamBox Learning, Inc.

List of Figures

FIG 1 Methodology for the research
FIG 2 KBV Cardinal Matrix
FIG 3 Market Share Analysis, 2021
FIG 4 Key Leading Strategies: Percentage Distribution (2018-2022)
FIG 5 Global AI In Education Market share by Component, 2021
FIG 6 Global AI In Education Market share by Component, 2028
FIG 7 Global AI In Education Market by Component, 2018 - 2028, USD Million
FIG 8 Global AI In Education Market share by Application, 2021
FIG 9 Global AI In Education Market share by Application, 2028
FIG 10 Global AI In Education Market by Application, 2018 - 2028, USD Million
FIG 11 Global AI In Education Market share by End-use, 2021
FIG 12 Global AI In Education Market share by End-use, 2028
FIG 13 Global AI In Education Market by End-use, 2018 - 2028, USD Million
FIG 14 Global AI In Education Market share by Deployment Mode, 2021
FIG 15 Global AI In Education Market share by Deployment Mode, 2028
FIG 16 Global AI In Education Market by Deployment Mode, 2018 - 2028, USD Million
FIG 17 Global AI In Education Market share by Technology, 2021
FIG 18 Global AI In Education Market share by Technology, 2028
FIG 19 Global AI In Education Market by Technology, 2018 - 2028, USD Million
FIG 20 Global AI In Education Market share by Region, 2021
FIG 21 Global AI In Education Market share by Region, 2028
FIG 22 Global AI In Education Market by Region, 2018 - 2028, USD Million
FIG 23 Swot analysis: IBM Corporation
FIG 24 SWOT Analysis: Microsoft Corporation
FIG 25 SWOT Analysis: Alphabet Inc. (Google LLC)
FIG 26 Swot analysis: cognizant technology solutions corporation

The Global AI In Education Market size is expected to reach $12.8 billion by 2028, rising at a market growth of 33.5% CAGR during the forecast period.

Giving teachers, students, and educators a better experience is part of the application of AI in education. Numerous service providers are developing unique AI education solutions or services that connect to numerous education platforms. The demand for AI in education is also rising as online learning is becoming a more popular choice for skill development. As there is a growth in AI-backed business applications, tech corporations cooperated with colleges to introduce new training formats for AI talent in order to better fit with the development trends and latest industry developments.

Artificial intelligence has the ability to address some of the most significant issues facing education nowadays, such as innovative teaching and learning methods, and eventually quicken the realization of SDG 4. However, these quick technological advancements necessarily carry with them a number of risks and difficulties that have thus far surpassed regulatory structures and policy discussions. Enhanced education experience can be achieved with the help of AI technologies, and UNESCO is committed to assisting Member States in doing so while ensuring that the use of AI in educational settings is governed by the fundamental values of equity and inclusion.

COVID-19 Impact Analysis

The COVID-19 pandemic delivered a significant impact on the worldwide economy. Various businesses all over the world were majorly affected due to the pandemic. In addition, the advent of the pandemic also significantly disrupted the education infrastructure all over the world. Various industries were severely affected by the COVID-19 outbreak. The COVID-19 pandemic had a detrimental effect on the education sector. Schools colleges and other educational institutes all over the world were shut down, due to which, there was a drop in the demand for AI learning in in-person education.

Market Growth Factors

Enhanced Student And Teacher Experience

One of the key factors that are driving the growth of the AI in education market is the fact that it significantly improves the learning and teaching experience. Vendors of AI technology are creating electronic gadgets with AI capabilities by creating sophisticated learning systems that enhance learning procedures. For educational institutions to survive in a world with cutthroat competition, they must provide the finest learning environment. For instance, Century Intelligent Learning created a classroom employing AI technology that allows teachers to create academic curricula online, allowing students to access their curricula whenever they choose.

Saves A Lot Of Time And Cost

The administrative team works continuously for hours, whether it be filing paperwork, sending texts and emails, getting in touch with students or their parents, or producing periodic reports. In a similar manner, professors and teachers must grade papers for tests and homework, plan lesson plans, prepare for upcoming classes, etc. It consumes a significant amount of time for these educators. The remaining time is set aside for marking test papers, creating lesson plans for future classes, and finishing up administrative tasks. The artificial intelligence expert can assist teachers in developing an AI system that would increase staff and student productivity.

Market Restraining Factors

Slow Digitalization Due To The Digital Divide

The diffusion of digitalization in LMIC, or low- and middle-income countries, is very slow. This is attributed to the prevalence of the digital divide all over the world. The digital divide can be defined as the reduced digital growth of developing and underdeveloped countries in contrast to developed countries due to the lower penetration of technologies. There is a significant number of LMICs that are struggling to bring technological advancements. AI-enabled deployments are completely reliant on accessible data, IT infrastructures, and Internet of Things devices for gathering instances to produce correct results due to the absence of funding for the fundamental requirements of IT infrastructures within poor nations.

Component Outlook

Based on component, the AI in education market is classified into solutions and services. In 2021, the services segment registered a significant revenue share of the AI in the education market. The growth of the segment is increasing due to the rise in online education brought on by the pandemic. Additionally, the market is being driven by rising government and private sector investments in AI education for the improvement of the educational system. Venture capitalists (VCs) invested significant amounts in AI businesses in 2020.

Deployment Mode Outlook

On the basis of deployment, the AI in education market is bifurcated into Cloud and On-premises. In 2021, the cloud segment procured the highest revenue share of the AI in the education market. Reduced ownership costs along with a growing demand for educational data sharing among international campuses are two reasons that have contributed to the expansion of the cloud segment. Additionally, it enables academic institutions to integrate cutting-edge AI technology into their current operating model without having to increase their capital expenditures.

Technology Outlook

By technology, the AI in education market is segmented into Natural Language Processing (NLP) and Machine Learning. In 2021, the natural language processing segment registered a significant revenue share of the AI in the education market. The bolstering growth of the segment is owing to an increase in the demand for virtual learning among colleges and universities. Investments from educational facilities are increasing in technological advancements in order to offer the best-in-class learning experience to their students. In addition, it would also streamline several teaching processes for teachers.

Application Outlook

Based on application, the AI in education market is fragmented into Learning Platform & Virtual Facilitators, Intelligent Tutoring System (ITS), Smart content, Fraud and Risk Management and Others. In 2021, the learning platform and virtual facilitators segment acquired the biggest revenue share of the Ai in the education market. The growth of this segment is owing to the expansion of digital education learning technology. Additionally, employing a variety of abilities and advice relevant to social growth, virtual facilitators assist students in resolving challenging real-time social issues.

End-Use Outlook

On the basis of end-use, the AI in education market is categorized into K-12 Education, Higher Education and Corporate Training & Learning. In 2021, the Corporate Training & Learning segment held a significant revenue share of the AI in the education market. Some of the major factors driving businesses to make the most of their resources are the rapidly shifting market conditions and growing market competition. Therefore, in order to stay up with the constantly shifting market expectations, firms must promptly train their staff members and keep them informed of the latest developments.

Regional Outlook

Region-wise, the AI in education market is analyzed across North America, Europe, Asia Pacific and LAMEA. In 2021, North America procured the maximum revenue share of the AI in the education market. The market in the region is being driven by elements including the presence of top organizations that create technology infrastructure facilities, solutions, and services, and the massive number of end-users utilizing educational gadgets for AI in education. For instance, the IBM corporation announced that it would train people in new skills through partnerships with business and academia.

The major strategies followed by the market participants are Partnerships. Based on the Analysis presented in the Cardinal matrix; Microsoft Corporation and Google LLC are the forerunners in the AI In Education Market. Companies such as Amazon Web Services, Inc., IBM Corporation and Pearson PLC are some of the key innovators in AI In Education Market.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include IBM Corporation, Microsoft Corporation, Google LLC, Cognizant Technology Solutions Corporation, Pearson PLC, Amazon Web Services, Inc., Carnegie Learning, Inc., Blackboard, Inc., BridgeU Limited, and DreamBox Learning, Inc.

Recent Strategies deployed in AI In Education Market

Partnerships, Collaborations and Agreements:

May-2022: Microsoft collaborated with ITE, an education institution. following this collaboration, the companies would integrate an AI lab in ITE College East to work as an innovation center in order to launch AI concepts, applications, and skills across industries for ITE students. Moreover, the companies would also expand the exposure of AI principles and offer skilling opportunities to more than 4,000 students.

Feb-2022: IBM came into a collaboration with the University of Florida, a public land-grant research university. This collaboration aimed to launch a public land-grant research university in order to extend UF's strategy to become an international leader in AI, fintech, data science, and other associated technologies, which can help in solving major challenges in the society.

Feb-2022: IBM entered into an agreement with IE University, a private university. This agreement aimed to accelerate the strategy to make Madrid a key Artificial Intelligence ecosystem across Europe via the development of Pier 17. in addition, IBM's experts would join IE's adjunct faculty to aid in the identification of professors for the Educating AI innovators as well as Tech-makers program.

May-2021: Microsoft entered into an agreement with the Ministry of Tribal Affairs, a branch of the Government of India. Under this agreement, the entities would develop an AI curriculum for tribal students in Hindi and English at the Eklavya Model Residential Schools as well as Ashram Schools in the country.

Nov-2020: Microsoft signed an MoU with the Education University of Hong Kong, a publicly funded tertiary institution. With this agreement, the entities would focus on the integration of Artificial Intelligence into its Bachelor of Education programs curriculum.

Oct-2020: Microsoft came into a partnership with the All India Council For Technical Education, a statutory body to empower learners and educators. Under this partnership, Microsoft would offer more than 1500 courses to educators and students via AICTE's e-learning portal ELIS. for no cost.

Jun-2020: IBM joined hands with the Central Board of Secondary Education, an Indian national board of education. This collaboration aimed to add a curriculum with the purpose of integrating artificial intelligence in the education of classes XI and XII. Moreover, this collaboration would also complement CBSE's SEWA, or Social Empowerment through Work Education and Action, program.

Mar-2020: Pearson came into a partnership with MindBridge, a leader in financial risk discovery. This partnership aimed to integrate artificial intelligence into academic institutions.

Feb-2020: Pearson teamed up with the UCL Institute of Education, an education school of University College London. Through this collaboration, the companies would focus on the end-to-end experience of test-takers in taking PTE for study or migration purposes.

Acquisitions and Mergers:

Sep-2021: Blackboard announced a merger with Anthology, a leading provider of higher education solutions. This merger aimed to develop a comprehensive as well as modern EdTech ecosystem across the world. In addition, it would expedite the transformation at education institutions to improve earner experience and propel institution and student success.

Sep-2020: Carnegie Learning acquired Scientific Learning, a leader in brain-based learning technology and research. With this partnership, the company aimed to strengthen the education technology offerings of both companies in order to drive a mutual vision to improve student learning outcomes via leading-edge technology developed through rigorous research.

Scope of the Study

Market Segments covered in the Report:

By Component

Solution
Services

By Application

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

By End Use

Higher Education
Corporate Training & Learning
K-12 Education

By Deployment Mode

Cloud
On-premise

By Technology

Machine Learning
Natural Language Processing (NLP)

By Geography

North America
- US
- Canada
- Mexico
- Rest of North America
Europe
- Germany
- UK
- France
- Russia
- Spain
- Italy
- Rest of Europe
Asia Pacific
- China
- Japan
- India
- South Korea
- Singapore
- Malaysia
- Rest of Asia Pacific
LAMEA
- Brazil
- Argentina
- UAE
- Saudi Arabia
- South Africa
- Nigeria
- Rest of LAMEA

Companies Profiled

IBM Corporation
Microsoft Corporation
Google LLC
Cognizant Technology Solutions Corporation
Pearson PLC
Amazon Web Services, Inc.
Carnegie Learning, Inc.
Blackboard, Inc.
BridgeU Limited
DreamBox Learning, Inc.

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Chapter 1. Market Scope & Methodology

1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
- 1.4.1 Global AI In Education Market, by Component
- 1.4.2 Global AI In Education Market, by Application
- 1.4.3 Global AI In Education Market, by End Use
- 1.4.4 Global AI In Education Market, by Deployment Mode
- 1.4.5 Global AI In Education Market, by Technology
- 1.4.6 Global AI In Education Market, by Geography
1.5 Methodology for the research

Chapter 2. Market Overview

2.1 Introduction
- 2.1.1 Overview
  - 2.1.1.1 Market Composition and Scenario
2.2 Key Factors Impacting the Market
- 2.2.1 Market Drivers
- 2.2.2 Market Restraints

Chapter 3. Competition Analysis - Global

3.1 KBV Cardinal Matrix
3.2 Recent Industry Wide Strategic Developments
- 3.2.1 Partnerships, Collaborations and Agreements
- 3.2.2 Acquisition and Mergers
3.3 Market Share Analysis, 2021
3.4 Top Winning Strategies
- 3.4.1 Key Leading Strategies: Percentage Distribution (2018-2022)

Chapter 4. Global AI In Education Market by Component

4.1 Global Solution Market by Region
4.2 Global Services Market by Region

Chapter 5. Global AI In Education Market by Application

5.1 Global Learning Platform & Virtual Facilitators Market by Region
5.2 Global Intelligent Tutoring System (ITS) Market by Region
5.3 Global Smart content Market by Region
5.4 Global Fraud & Risk Management Market by Region
5.5 Global Others Market by Region

Chapter 6. Global AI In Education Market by End-use

6.1 Global Higher Education Market by Region
6.2 Global Corporate Training & Learning Market by Region
6.3 Global K-12 Education Market by Region

Chapter 7. Global AI In Education Market by Deployment Mode

7.1 Global Cloud Market by Region
7.2 Global On-premise Market by Region

Chapter 8. Global AI In Education Market by Technology

8.1 Global Machine Learning Market by Region
8.2 Global Natural Language Processing (NLP) Market by Region

Chapter 9. Global AI In Education Market by Region

9.1 North America AI In Education Market
- 9.1.1 North America AI In Education Market by Component
  - 9.1.1.1 North America Solution Market by Country
  - 9.1.1.2 North America Services Market by Country
- 9.1.2 North America AI In Education Market by Application
  - 9.1.2.1 North America Learning Platform & Virtual Facilitators Market by Country
  - 9.1.2.2 North America Intelligent Tutoring System (ITS) Market by Country
  - 9.1.2.3 North America Smart content Market by Country
  - 9.1.2.4 North America Fraud & Risk Management Market by Country
  - 9.1.2.5 North America Others Market by Country
- 9.1.3 North America AI In Education Market by End-use
  - 9.1.3.1 North America Higher Education Market by Country
  - 9.1.3.2 North America Corporate Training & Learning Market by Country
  - 9.1.3.3 North America K-12 Education Market by Country
- 9.1.4 North America AI In Education Market by Deployment Mode
  - 9.1.4.1 North America Cloud Market by Country
  - 9.1.4.2 North America On-premise Market by Country
- 9.1.5 North America AI In Education Market by Technology
  - 9.1.5.1 North America Machine Learning Market by Country
  - 9.1.5.2 North America Natural Language Processing (NLP) Market by Country
- 9.1.6 North America AI In Education Market by Country
  - 9.1.6.1 US AI In Education Market
    - 9.1.6.1.1 US AI In Education Market by Component
    - 9.1.6.1.2 US AI In Education Market by Application
    - 9.1.6.1.3 US AI In Education Market by End-use
    - 9.1.6.1.4 US AI In Education Market by Deployment Mode
    - 9.1.6.1.5 US AI In Education Market by Technology
  - 9.1.6.2 Canada AI In Education Market
    - 9.1.6.2.1 Canada AI In Education Market by Component
    - 9.1.6.2.2 Canada AI In Education Market by Application
    - 9.1.6.2.3 Canada AI In Education Market by End-use
    - 9.1.6.2.4 Canada AI In Education Market by Deployment Mode
    - 9.1.6.2.5 Canada AI In Education Market by Technology
  - 9.1.6.3 Mexico AI In Education Market
    - 9.1.6.3.1 Mexico AI In Education Market by Component
    - 9.1.6.3.2 Mexico AI In Education Market by Application
    - 9.1.6.3.3 Mexico AI In Education Market by End-use
    - 9.1.6.3.4 Mexico AI In Education Market by Deployment Mode
    - 9.1.6.3.5 Mexico AI In Education Market by Technology
  - 9.1.6.4 Rest of North America AI In Education Market
    - 9.1.6.4.1 Rest of North America AI In Education Market by Component
    - 9.1.6.4.2 Rest of North America AI In Education Market by Application
    - 9.1.6.4.3 Rest of North America AI In Education Market by End-use
    - 9.1.6.4.4 Rest of North America AI In Education Market by Deployment Mode
    - 9.1.6.4.5 Rest of North America AI In Education Market by Technology
9.2 Europe AI In Education Market
- 9.2.1 Europe AI In Education Market by Component
  - 9.2.1.1 Europe Solution Market by Country
  - 9.2.1.2 Europe Services Market by Country
- 9.2.2 Europe AI In Education Market by Application
  - 9.2.2.1 Europe Learning Platform & Virtual Facilitators Market by Country
  - 9.2.2.2 Europe Intelligent Tutoring System (ITS) Market by Country
  - 9.2.2.3 Europe Smart content Market by Country
  - 9.2.2.4 Europe Fraud & Risk Management Market by Country
  - 9.2.2.5 Europe Others Market by Country
- 9.2.3 Europe AI In Education Market by End-use
  - 9.2.3.1 Europe Higher Education Market by Country
  - 9.2.3.2 Europe Corporate Training & Learning Market by Country
  - 9.2.3.3 Europe K-12 Education Market by Country
- 9.2.4 Europe AI In Education Market by Deployment Mode
  - 9.2.4.1 Europe Cloud Market by Country
  - 9.2.4.2 Europe On-premise Market by Country
- 9.2.5 Europe AI In Education Market by Technology
  - 9.2.5.1 Europe Machine Learning Market by Country
  - 9.2.5.2 Europe Natural Language Processing (NLP) Market by Country
- 9.2.6 Europe AI In Education Market by Country
  - 9.2.6.1 Germany AI In Education Market
    - 9.2.6.1.1 Germany AI In Education Market by Component
    - 9.2.6.1.2 Germany AI In Education Market by Application
    - 9.2.6.1.3 Germany AI In Education Market by End-use
    - 9.2.6.1.4 Germany AI In Education Market by Deployment Mode
    - 9.2.6.1.5 Germany AI In Education Market by Technology
  - 9.2.6.2 UK AI In Education Market
    - 9.2.6.2.1 UK AI In Education Market by Component
    - 9.2.6.2.2 UK AI In Education Market by Application
    - 9.2.6.2.3 UK AI In Education Market by End-use
    - 9.2.6.2.4 UK AI In Education Market by Deployment Mode
    - 9.2.6.2.5 UK AI In Education Market by Technology
  - 9.2.6.3 France AI In Education Market
    - 9.2.6.3.1 France AI In Education Market by Component
    - 9.2.6.3.2 France AI In Education Market by Application
    - 9.2.6.3.3 France AI In Education Market by End-use
    - 9.2.6.3.4 France AI In Education Market by Deployment Mode
    - 9.2.6.3.5 France AI In Education Market by Technology
  - 9.2.6.4 Russia AI In Education Market
    - 9.2.6.4.1 Russia AI In Education Market by Component
    - 9.2.6.4.2 Russia AI In Education Market by Application
    - 9.2.6.4.3 Russia AI In Education Market by End-use
    - 9.2.6.4.4 Russia AI In Education Market by Deployment Mode
    - 9.2.6.4.5 Russia AI In Education Market by Technology
  - 9.2.6.5 Spain AI In Education Market
    - 9.2.6.5.1 Spain AI In Education Market by Component
    - 9.2.6.5.2 Spain AI In Education Market by Application
    - 9.2.6.5.3 Spain AI In Education Market by End-use
    - 9.2.6.5.4 Spain AI In Education Market by Deployment Mode
    - 9.2.6.5.5 Spain AI In Education Market by Technology
  - 9.2.6.6 Italy AI In Education Market
    - 9.2.6.6.1 Italy AI In Education Market by Component
    - 9.2.6.6.2 Italy AI In Education Market by Application
    - 9.2.6.6.3 Italy AI In Education Market by End-use
    - 9.2.6.6.4 Italy AI In Education Market by Deployment Mode
    - 9.2.6.6.5 Italy AI In Education Market by Technology
  - 9.2.6.7 Rest of Europe AI In Education Market
    - 9.2.6.7.1 Rest of Europe AI In Education Market by Component
    - 9.2.6.7.2 Rest of Europe AI In Education Market by Application
    - 9.2.6.7.3 Rest of Europe AI In Education Market by End-use
    - 9.2.6.7.4 Rest of Europe AI In Education Market by Deployment Mode
    - 9.2.6.7.5 Rest of Europe AI In Education Market by Technology
9.3 Asia Pacific AI In Education Market
- 9.3.1 Asia Pacific AI In Education Market by Component
  - 9.3.1.1 Asia Pacific Solution Market by Country
  - 9.3.1.2 Asia Pacific Services Market by Country
- 9.3.2 Asia Pacific AI In Education Market by Application
  - 9.3.2.1 Asia Pacific Learning Platform & Virtual Facilitators Market by Country
  - 9.3.2.2 Asia Pacific Intelligent Tutoring System (ITS) Market by Country
  - 9.3.2.3 Asia Pacific Smart content Market by Country
  - 9.3.2.4 Asia Pacific Fraud & Risk Management Market by Country
  - 9.3.2.5 Asia Pacific Others Market by Country
- 9.3.3 Asia Pacific AI In Education Market by End-use
  - 9.3.3.1 Asia Pacific Higher Education Market by Country
  - 9.3.3.2 Asia Pacific Corporate Training & Learning Market by Country
  - 9.3.3.3 Asia Pacific K-12 Education Market by Country
- 9.3.4 Asia Pacific AI In Education Market by Deployment Mode
  - 9.3.4.1 Asia Pacific Cloud Market by Country
  - 9.3.4.2 Asia Pacific On-premise Market by Country
- 9.3.5 Asia Pacific AI In Education Market by Technology
  - 9.3.5.1 Asia Pacific Machine Learning Market by Country
  - 9.3.5.2 Asia Pacific Natural Language Processing (NLP) Market by Country
- 9.3.6 Asia Pacific AI In Education Market by Country
  - 9.3.6.1 China AI In Education Market
    - 9.3.6.1.1 China AI In Education Market by Component
    - 9.3.6.1.2 China AI In Education Market by Application
    - 9.3.6.1.3 China AI In Education Market by End-use
    - 9.3.6.1.4 China AI In Education Market by Deployment Mode
    - 9.3.6.1.5 China AI In Education Market by Technology
  - 9.3.6.2 Japan AI In Education Market
    - 9.3.6.2.1 Japan AI In Education Market by Component
    - 9.3.6.2.2 Japan AI In Education Market by Application
    - 9.3.6.2.3 Japan AI In Education Market by End-use
    - 9.3.6.2.4 Japan AI In Education Market by Deployment Mode
    - 9.3.6.2.5 Japan AI In Education Market by Technology
  - 9.3.6.3 India AI In Education Market
    - 9.3.6.3.1 India AI In Education Market by Component
    - 9.3.6.3.2 India AI In Education Market by Application
    - 9.3.6.3.3 India AI In Education Market by End-use
    - 9.3.6.3.4 India AI In Education Market by Deployment Mode
    - 9.3.6.3.5 India AI In Education Market by Technology
  - 9.3.6.4 South Korea AI In Education Market
    - 9.3.6.4.1 South Korea AI In Education Market by Component
    - 9.3.6.4.2 South Korea AI In Education Market by Application
    - 9.3.6.4.3 South Korea AI In Education Market by End-use
    - 9.3.6.4.4 South Korea AI In Education Market by Deployment Mode
    - 9.3.6.4.5 South Korea AI In Education Market by Technology
  - 9.3.6.5 Singapore AI In Education Market
    - 9.3.6.5.1 Singapore AI In Education Market by Component
    - 9.3.6.5.2 Singapore AI In Education Market by Application
    - 9.3.6.5.3 Singapore AI In Education Market by End-use
    - 9.3.6.5.4 Singapore AI In Education Market by Deployment Mode
    - 9.3.6.5.5 Singapore AI In Education Market by Technology
  - 9.3.6.6 Malaysia AI In Education Market
    - 9.3.6.6.1 Malaysia AI In Education Market by Component
    - 9.3.6.6.2 Malaysia AI In Education Market by Application
    - 9.3.6.6.3 Malaysia AI In Education Market by End-use
    - 9.3.6.6.4 Malaysia AI In Education Market by Deployment Mode
    - 9.3.6.6.5 Malaysia AI In Education Market by Technology
  - 9.3.6.7 Rest of Asia Pacific AI In Education Market
    - 9.3.6.7.1 Rest of Asia Pacific AI In Education Market by Component
    - 9.3.6.7.2 Rest of Asia Pacific AI In Education Market by Application
    - 9.3.6.7.3 Rest of Asia Pacific AI In Education Market by End-use
    - 9.3.6.7.4 Rest of Asia Pacific AI In Education Market by Deployment Mode
    - 9.3.6.7.5 Rest of Asia Pacific AI In Education Market by Technology
9.4 LAMEA AI In Education Market
- 9.4.1 LAMEA AI In Education Market by Component
  - 9.4.1.1 LAMEA Solution Market by Country
  - 9.4.1.2 LAMEA Services Market by Country
- 9.4.2 LAMEA AI In Education Market by Application
  - 9.4.2.1 LAMEA Learning Platform & Virtual Facilitators Market by Country
  - 9.4.2.2 LAMEA Intelligent Tutoring System (ITS) Market by Country
  - 9.4.2.3 LAMEA Smart content Market by Country
  - 9.4.2.4 LAMEA Fraud & Risk Management Market by Country
  - 9.4.2.5 LAMEA Others Market by Country
- 9.4.3 LAMEA AI In Education Market by End-use
  - 9.4.3.1 LAMEA Higher Education Market by Country
  - 9.4.3.2 LAMEA Corporate Training & Learning Market by Country
  - 9.4.3.3 LAMEA K-12 Education Market by Country
- 9.4.4 LAMEA AI In Education Market by Deployment Mode
  - 9.4.4.1 LAMEA Cloud Market by Country
  - 9.4.4.2 LAMEA On-premise Market by Country
- 9.4.5 LAMEA AI In Education Market by Technology
  - 9.4.5.1 LAMEA Machine Learning Market by Country
  - 9.4.5.2 LAMEA Natural Language Processing (NLP) Market by Country
- 9.4.6 LAMEA AI In Education Market by Country
  - 9.4.6.1 Brazil AI In Education Market
    - 9.4.6.1.1 Brazil AI In Education Market by Component
    - 9.4.6.1.2 Brazil AI In Education Market by Application
    - 9.4.6.1.3 Brazil AI In Education Market by End-use
    - 9.4.6.1.4 Brazil AI In Education Market by Deployment Mode
    - 9.4.6.1.5 Brazil AI In Education Market by Technology
  - 9.4.6.2 Argentina AI In Education Market
    - 9.4.6.2.1 Argentina AI In Education Market by Component
    - 9.4.6.2.2 Argentina AI In Education Market by Application
    - 9.4.6.2.3 Argentina AI In Education Market by End-use
    - 9.4.6.2.4 Argentina AI In Education Market by Deployment Mode
    - 9.4.6.2.5 Argentina AI In Education Market by Technology
  - 9.4.6.3 UAE AI In Education Market
    - 9.4.6.3.1 UAE AI In Education Market by Component
    - 9.4.6.3.2 UAE AI In Education Market by Application
    - 9.4.6.3.3 UAE AI In Education Market by End-use
    - 9.4.6.3.4 UAE AI In Education Market by Deployment Mode
    - 9.4.6.3.5 UAE AI In Education Market by Technology
  - 9.4.6.4 Saudi Arabia AI In Education Market
    - 9.4.6.4.1 Saudi Arabia AI In Education Market by Component
    - 9.4.6.4.2 Saudi Arabia AI In Education Market by Application
    - 9.4.6.4.3 Saudi Arabia AI In Education Market by End-use
    - 9.4.6.4.4 Saudi Arabia AI In Education Market by Deployment Mode
    - 9.4.6.4.5 Saudi Arabia AI In Education Market by Technology
  - 9.4.6.5 South Africa AI In Education Market
    - 9.4.6.5.1 South Africa AI In Education Market by Component
    - 9.4.6.5.2 South Africa AI In Education Market by Application
    - 9.4.6.5.3 South Africa AI In Education Market by End-use
    - 9.4.6.5.4 South Africa AI In Education Market by Deployment Mode
    - 9.4.6.5.5 South Africa AI In Education Market by Technology
  - 9.4.6.6 Nigeria AI In Education Market
    - 9.4.6.6.1 Nigeria AI In Education Market by Component
    - 9.4.6.6.2 Nigeria AI In Education Market by Application
    - 9.4.6.6.3 Nigeria AI In Education Market by End-use
    - 9.4.6.6.4 Nigeria AI In Education Market by Deployment Mode
    - 9.4.6.6.5 Nigeria AI In Education Market by Technology
  - 9.4.6.7 Rest of LAMEA AI In Education Market
    - 9.4.6.7.1 Rest of LAMEA AI In Education Market by Component
    - 9.4.6.7.2 Rest of LAMEA AI In Education Market by Application
    - 9.4.6.7.3 Rest of LAMEA AI In Education Market by End-use
    - 9.4.6.7.4 Rest of LAMEA AI In Education Market by Deployment Mode
    - 9.4.6.7.5 Rest of LAMEA AI In Education Market by Technology

Chapter 10. Company Profiles

10.1 IBM Corporation
- 10.1.1 Company Overview
- 10.1.2 Financial Analysis
- 10.1.3 Regional & Segmental Analysis
- 10.1.4 Research & Development Expenses
- 10.1.5 Recent strategies and developments:
  - 10.1.5.1 Partnerships, Collaborations, and Agreements:
- 10.1.6 SWOT Analysis
10.2 Microsoft Corporation
- 10.2.1 Company Overview
- 10.2.2 Financial Analysis
- 10.2.3 Segmental and Regional Analysis
- 10.2.4 Research & Development Expenses
- 10.2.5 Recent strategies and developments:
  - 10.2.5.1 Partnerships, Collaborations, and Agreements:
- 10.2.6 SWOT Analysis
10.3 Google LLC
- 10.3.1 Company Overview
- 10.3.2 Financial Analysis
- 10.3.3 Segmental and Regional Analysis
- 10.3.4 Research & Development Expense
- 10.3.5 SWOT Analysis
10.4 Cognizant Technology Solutions Corporation
- 10.4.1 Company overview
- 10.4.2 Financial Analysis
- 10.4.3 Segmental and Regional Analysis
- 10.4.4 SWOT Analysis
10.5 Pearson PLC
- 10.5.1 Company Overview
- 10.5.2 Financial Analysis
- 10.5.3 Segmental and Regional Analysis
- 10.5.4 Recent strategies and developments:
  - 10.5.4.1 Partnerships, Collaborations and Agreements:
10.6 Amazon Web Services, Inc. (Amazon.com, Inc.)
- 10.6.1 Company Overview
- 10.6.2 Financial Analysis
- 10.6.3 Segmental Analysis
10.7 Carnegie Learning, Inc. (CIP Capital)
- 10.7.1 Company Overview
- 10.7.2 Recent strategies and developments:
  - 10.7.2.1 Acquisition and Mergers:
10.8 Blackboard, Inc. (Providence Equity Partners)
- 10.8.1 Company Overview
- 10.8.2 Recent strategies and developments:
  - 10.8.2.1 Acquisitions and Mergers:
10.9 BridgeU Limited (Kaplan, Inc.)
- 10.9.1 Company Overview
10.10. DreamBox Learning, Inc.
- 10.10.1 Company Overview

世界の教育向けAI市場の規模、シェア、産業動向分析レポート：コンポーネント別（ソリューション、サービス）、用途別、最終用途別、導入形態別（クラウド、オンプレミス）、技術別、地域別展望と予測、2022年～2028年

Global AI In Education Market Size, Share & Industry Trends Analysis Report By Component (Solution and Services), By Application, By End-use, By Deployment Mode (Cloud and On-premise), By Technology, By Regional Outlook and Forecast, 2022 - 2028

目次

第1章市場の範囲と調査手法

第2章市場概要

第3章競合分析-世界

第4章教育分野におけるAI世界市場：コンポーネント別

第5章 AI In Educationの世界市場：アプリケーション別

第6章教育におけるAIの世界市場（エンドユース別

第7章：：教育用AIの世界市場：デプロイメントモード別

第8章教育におけるAIの世界市場：技術別

第9章教育におけるAIの世界市場：地域別

第10章企業プロファイル

LIST OF TABLES

Scope of the Study

Table of Contents

Chapter 1. Market Scope & Methodology

Chapter 2. Market Overview

Chapter 3. Competition Analysis - Global

Chapter 4. Global AI In Education Market by Component

Chapter 5. Global AI In Education Market by Application

Chapter 6. Global AI In Education Market by End-use

Chapter 7. Global AI In Education Market by Deployment Mode

Chapter 8. Global AI In Education Market by Technology

Chapter 9. Global AI In Education Market by Region

Chapter 10. Company Profiles

世界の教育向けAI市場の規模、シェア、産業動向分析レポート：コンポーネント別（ソリューション、サービス）、用途別、最終用途別、導入形態別（クラウド、オンプレミス）、技術別、地域別展望と予測、2022年～2028年

Global AI In Education Market Size, Share & Industry Trends Analysis Report By Component (Solution and Services), By Application, By End-use, By Deployment Mode (Cloud and On-premise), By Technology, By Regional Outlook and Forecast, 2022 - 2028

目次

第1章 市場の範囲と調査手法

第2章 市場概要

第3章 競合分析-世界

第4章 教育分野におけるAI世界市場：コンポーネント別

第5章 AI In Educationの世界市場：アプリケーション別

第6章 教育におけるAIの世界市場（エンドユース別

第7章：：教育用AIの世界市場：デプロイメントモード別

第8章 教育におけるAIの世界市場：技術別

第9章 教育におけるAIの世界市場：地域別

第10章 企業プロファイル

LIST OF TABLES

Scope of the Study

Table of Contents

Chapter 1. Market Scope & Methodology

Chapter 2. Market Overview

Chapter 3. Competition Analysis - Global

Chapter 4. Global AI In Education Market by Component

Chapter 5. Global AI In Education Market by Application

Chapter 6. Global AI In Education Market by End-use

Chapter 7. Global AI In Education Market by Deployment Mode

Chapter 8. Global AI In Education Market by Technology

Chapter 9. Global AI In Education Market by Region

Chapter 10. Company Profiles

第1章市場の範囲と調査手法

第2章市場概要

第3章競合分析-世界

第4章教育分野におけるAI世界市場：コンポーネント別

第6章教育におけるAIの世界市場（エンドユース別

第8章教育におけるAIの世界市場：技術別

第9章教育におけるAIの世界市場：地域別

第10章企業プロファイル