機械学習の世界市場に関する洞察と2028年までの予測Global Machine Learning Market Insights and Forecast to 2028 市場の分析と洞察。機械学習の世界市場 COVID-19のパンデミックとロシア・ウクライナ戦争の影響により、2022年に210億3550万米ドルと推定される機械学習の世界市場は、2022年から2028年の予測期間中にCAGR37.25... もっと見る
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サマリー市場の分析と洞察。機械学習の世界市場COVID-19のパンデミックとロシア・ウクライナ戦争の影響により、2022年に210億3550万米ドルと推定される機械学習の世界市場は、2022年から2028年の予測期間中にCAGR37.25%で成長し、2028年までに1406億2179万米ドルの修正規模に到達すると予測されています。 北米の機械学習市場は、2022年の77億5693万米ドルから、2022年から2028年の予測期間中にCAGR34.58%で増加し、2028年には464億6373万米ドルに達すると予測されます。 アジア太平洋地域の機械学習市場は、2022年の62億3661万ドルから2028年には456億6813万ドルに増加し、2022年から2028年の予測期間中にCAGR39.34%で到達すると予測されます。 欧州の機械学習市場は、2022年の51億4641万ドルから2028年には359億0459万ドルに増加し、2022年から2028年までの予測期間中にCAGR38.64%で到達すると予測されます。 Machine Learningの世界的な主要企業としては、IBM、Dell、HPE、Oracle、Googleなどが挙げられます。2021年の売上高では、世界の上位5社のシェアは約31.34%であった。 レポートの内容 本レポートでは、Machine Learningの世界市場規模を概観しています。2017年~2021年の過去の市場収益データ、2022年の予測、2028年までのCAGRの予測など、世界市場の動向を分析します。 本レポートでは、Machine Learningの主要生産者を調査し、主要地域や国の収益も記載しています。機械学習の今後の市場可能性のハイライトと、この市場を様々なセグメントとサブセグメントに分けて予測するための主要地域/国の注目点。米国、カナダ、メキシコ、ブラジル、中国、日本、韓国、東南アジア、インド、ドイツ、イギリス、イタリア、中東、アフリカ、その他の国々の国別データおよび市場価値分析。 本レポートでは、2017年から2022年までのデータをもとに、主要企業の機械学習の収益、市場シェア、業界ランキングに焦点を当てます。世界の機械学習市場における主要ステークホルダーを特定し、その競争環境と市場ポジショニングを最近の動向とセグメント別収益に基づき分析。本レポートは、ステークホルダーが競争環境を理解し、より多くの洞察を得て、ビジネスや市場戦略をより良い方法で位置づけるのに役立ちます。 本レポートでは、2017年から2028年までの、タイプ別、アプリケーション別のセグメントデータ、収益、成長率を分析しています。機械学習の収益、予測成長動向、生産技術、アプリケーション、エンドユーザー産業の市場規模を評価・予測します。 IBM、Microsoft Corporation、SAP SE、Intel Corporation、SAS Institute Inc、Amazon Web Services, Inc、BigML, Inc、Google Inc、Fair Isaac Corporationなど、世界の主要企業の説明的な企業プロフィール。 企業別 IBM Dell HPE オラクル グーグル SAP SASインスティテュート フェアアイザック・コーポレーション(FICO) バイドゥ インテル アマゾン ウェブ サービス マイクロソフト ヨタミン・アナリティクス H2O.ai データブリック ビッグエムエル データイク ベリトーン タイプ別セグメント 教師あり学習 半教師付き学習 教師なし学習 強化学習 アプリケーション別セグメント マーケティング・広告 不正検知・リスク管理 コンピュータビジョン セキュリティと監視 予測分析(Predictive Analytics 拡張現実と仮想現実 その他 地域別 北米 米国 カナダ アジア・パシフィック 中国 日本 韓国 東南アジア インド オーストラリア その他のアジア 欧州 ドイツ フランス 英国 イタリア ロシア その他の欧州 中南米 メキシコ ブラジル ラテンアメリカの残りの部分 中近東・アフリカ サウジアラビア UAE エジプト 南アフリカ MEAの残りの地域 章の概要 第1章: レポートの対象範囲、各市場セグメント(製品タイプ、アプリケーションなど)の市場規模、将来の発展可能性などのエグゼクティブサマリーを紹介します。市場の現状と短中期、長期の展開の可能性を高次元で把握することができます。 第2章:機械学習の世界レベル、地域レベルの収益。各地域とその主要国の市場規模や発展可能性を定量的に分析し、世界各国の市場発展や今後の発展見通し、市場スペース、生産能力などを紹介しています。また、市場のダイナミクス、市場の最新動向、市場の推進要因と制限要因、業界各社が直面する課題とリスク、業界の関連政策の分析などを紹介します。 第3章:機械学習企業の競争環境、収益、市場シェア、業界ランキング、最新の開発計画、M&A情報などを詳細に分析。 第4章:読者が異なる市場セグメントでブルーオーシャン市場を見つけることができるように、タイプ別の様々な市場セグメントの分析、収益、各市場セグメントの開発可能性を網羅的に提供します。 第5章:読者が異なる下流市場のブルーオーシャン市場を見つけるのを助けるために、アプリケーション別の様々な市場セグメントの分析、各市場セグメントの収益、および開発ポテンシャルをカバーすることを提供します。 第6章:北米のタイプ別、アプリケーション別、国別、各セグメントごとの収益。 第7章:ヨーロッパ:タイプ別、アプリケーション別、国別、各セグメントごとの収益。 第8章:アジア太平洋地域:タイプ別、アプリケーション別、地域別、セグメント別売上。 第9章:中南米:タイプ別、アプリケーション別、国別、各セグメントごとの収益。 第10章:中東・アフリカ:タイプ別、アプリケーション別、国別、各セグメントごとの収益。 第11章:主要企業のプロフィールを提供し、製品説明や仕様、機械学習の収益、粗利益率、最近の開発など、市場における主要企業の基本状況を詳細に紹介。 第12章 アナリストの視点/結論 目次1 Report Overview 11.1 Study Scope 1 1.2 Market Analysis by Type 1 1.2.1 Global Machine Learning Market Size Growth Rate by Type: 2017 VS 2022 VS 2028 1 1.2.2 Supervised Learning 3 1.2.3 Semi-supervised Learning 4 1.2.4 Unsupervised Learning 5 1.2.5 Reinforcement Learning 5 1.3 Market by Application 6 1.3.1 Global Machine Learning Market Share by Application: 2017 VS 2022 VS 2028 7 1.3.2 Marketing and Advertising 8 1.3.3 Fraud Detection and Risk Management 9 1.3.4 Computer Vision 9 1.3.5 Security and Surveillance 9 1.3.6 Predictive Analytics 10 1.3.7 Augmented and Virtual Reality 10 1.3.8 Others 11 1.4 Study Objectives 11 1.5 Years Considered 12 2 Global Growth Trends 13 2.1 Global Machine Learning Market Perspective (2017-2028) 13 2.2 Machine Learning Growth Trends by Region 14 2.2.1 Machine Learning Market Size by Region: 2017 VS 2022 VS 2028 14 2.2.2 Machine Learning Historic Market Size by Region (2017-2022) 15 2.2.3 Machine Learning Forecasted Market Size by Region (2023-2028) 16 2.3 Machine Learning Market Dynamics 16 2.3.1 Machine Learning Industry Trends 16 2.3.2 Machine Learning Market Drivers 18 2.3.3 Machine Learning Market Challenges 19 2.3.4 Machine Learning Market Restraints 23 3 Competition Landscape by Key Players 24 3.1 Global Top Machine Learning Players by Revenue 24 3.1.1 Global Top Machine Learning Players by Revenue (2017-2022) 24 3.1.2 Global Machine Learning Revenue Market Share by Players (2017-2022) 25 3.2 Global Machine Learning Market Share by Company Type (Tier 1, Tier 2, and Tier 3) 26 3.3 Players Covered: Ranking by Machine Learning Revenue 27 3.4 Global Machine Learning Market Concentration Ratio 28 3.4.1 Global Machine Learning Market Concentration Ratio (CR5 and HHI) 28 3.4.2 Global Top 10 and Top 5 Companies by Machine Learning Revenue in 2021 29 3.5 Machine Learning Key Players Head office and Area Served 30 3.6 Key Players Machine Learning Product Solution and Service 31 3.7 Date of Enter into Machine Learning Market 31 3.8 Mergers & Acquisitions, Expansion Plans 32 4 Machine Learning Breakdown Data by Type 35 4.1 Global Machine Learning Historic Market Size by Type (2017-2022) 35 4.2 Global Machine Learning Forecasted Market Size by Type (2023-2028) 36 5 Machine Learning Breakdown Data by Application 37 5.1 Global Machine Learning Historic Market Size by Application (2017-2022) 37 5.2 Global Machine Learning Forecasted Market Size by Application (2023-2028) 38 6 North America 39 6.1 North America Machine Learning Market Size (2017-2028) 39 6.2 North America Machine Learning Market Size by Type 39 6.2.1 North America Machine Learning Market Size by Type (2017-2022) 39 6.2.2 North America Machine Learning Market Size by Type (2023-2028) 40 6.2.3 North America Machine Learning Market Share by Type (2017-2028) 40 6.3 North America Machine Learning Market Size by Application 41 6.3.1 North America Machine Learning Market Size by Application (2017-2022) 41 6.3.2 North America Machine Learning Market Size by Application (2023-2028) 41 6.3.3 North America Machine Learning Market Share by Application (2017-2028) 42 6.4 North America Machine Learning Market Size by Country 42 6.4.1 North America Machine Learning Market Size by Country (2017-2022) 42 6.4.2 North America Machine Learning Market Share by Country (2023-2028) 43 6.4.3 United States 44 6.4.4 Canada 44 7 Europe 45 7.1 Europe Machine Learning Market Size (2017-2028) 45 7.2 Europe Machine Learning Market Size by Type 45 7.2.1 Europe Machine Learning Market Size by Type (2017-2022) 45 7.2.2 Europe Machine Learning Market Size by Type (2023-2028) 46 7.2.3 Europe Machine Learning Market Share by Type (2017-2028) 46 7.3 Europe Machine Learning Market Size by Application 46 7.3.1 Europe Machine Learning Market Size by Application (2017-2022) 46 7.3.2 Europe Machine Learning Market Size by Application (2023-2028) 47 7.3.3 Europe Machine Learning Market Share by Application (2017-2028) 48 7.4 Europe Machine Learning Market Size by Country 48 7.4.1 Europe Machine Learning Market Size by Country (2017-2022) 48 7.4.2 Europe Machine Learning Market Size by Country (2023-2028) 49 7.4.3 Germany 50 7.4.4 France 50 7.4.5 U.K. 51 7.4.6 Italy 51 7.4.7 Russia 52 8 Asia-Pacific 53 8.1 Asia-Pacific Machine Learning Market Size (2017-2028) 53 8.2 Asia-Pacific Machine Learning Market Size by Type 53 8.2.1 Asia-Pacific Machine Learning Market Size by Type (2017-2022) 53 8.2.2 Asia-Pacific Machine Learning Market Size by Type (2023-2028) 54 8.2.3 Asia-Pacific Machine Learning Market Share by Type (2017-2028) 54 8.3 Asia-Pacific Machine Learning Market Size by Application 55 8.3.1 Asia-Pacific Machine Learning Market Size by Application (2017-2022) 55 8.3.2 Asia-Pacific Machine Learning Market Size by Application (2023-2028) 55 8.3.3 Asia-Pacific Machine Learning Market Share by Application (2017-2028) 56 8.4 Asia-Pacific Machine Learning Market Size by Region 56 8.4.1 Asia-Pacific Machine Learning Market Size by Region (2017-2022) 56 8.4.2 Asia-Pacific Machine Learning Market Size by Region (2023-2028) 57 8.4.3 China 58 8.4.4 Japan 58 8.4.5 South Korea 59 8.4.6 Southeast Asia 59 8.4.7 India 60 8.4.8 Australia 60 9 Latin America 61 9.1 Latin America Machine Learning Market Size (2017-2028) 61 9.2 Latin America Machine Learning Market Size by Type 61 9.2.1 Latin America Machine Learning Market Size by Type (2017-2022) 61 9.2.2 Latin America Machine Learning Market Size by Type (2023-2028) 62 9.2.3 Latin America Machine Learning Market Share by Type (2017-2028) 62 9.3 Latin America Machine Learning Market Size by Application 63 9.3.1 Latin America Machine Learning Market Size by Application (2017-2022) 63 9.3.2 Latin America Machine Learning Market Size by Application (2023-2028) 63 9.3.3 Latin America Machine Learning Market Share by Application (2017-2028) 64 9.4 Latin America Machine Learning Market Size by Country 64 9.4.1 Latin America Machine Learning Market Size by Country (2017-2022) 64 9.4.2 Latin America Machine Learning Market Size by Country (2023-2028) 65 9.4.3 Mexico 66 9.4.4 Brazil 66 10 Middle East & Africa 67 10.1 Middle East & Africa Machine Learning Market Size (2017-2028) 67 10.2 Middle East & Africa Machine Learning Market Size by Type 67 10.2.1 Middle East & Africa Machine Learning Market Size by Type (2017-2022) 67 10.2.2 Middle East & Africa Machine Learning Market Size by Type (2023-2028) 68 10.2.3 Middle East & Africa Machine Learning Market Share by Type (2017-2028) 68 10.3 Middle East & Africa Machine Learning Market Size by Application 69 10.3.1 Middle East & Africa Machine Learning Market Size by Application (2017-2022) 69 10.3.2 Middle East & Africa Machine Learning Market Size by Application (2023-2028) 69 10.3.3 Middle East & Africa Machine Learning Market Share by Application (2017-2028) 70 10.4 Middle East & Africa Machine Learning Market Size by Country 70 10.4.1 Middle East & Africa Machine Learning Market Size by Country (2017-2022) 70 10.4.2 Middle East & Africa Machine Learning Market Size by Country (2023-2028) 71 10.4.3 Saudi Arabia 72 10.4.4 UAE 72 10.4.5 Egypt 73 10.4.6 South Africa 73 11 Key Players Profiles 74 11.1 IBM 74 11.1.1 IBM Company Details 74 11.1.2 IBM Business Overview 74 11.1.3 IBM Machine Learning Introduction 75 11.1.4 IBM Revenue in Machine Learning Business (2017-2022) 77 11.1.5 IBM Recent Development 77 11.2 Dell Technologies 78 11.2.1 Dell Technologies Company Details 78 11.2.2 Dell Technologies Business Overview 78 11.2.3 Dell Technologies Machine Learning Introduction 78 11.2.4 Dell Technologies Revenue in Machine Learning Business (2017-2022) 79 11.2.5 Dell Technologies Recent Development 80 11.3 Hewlett Packard Enterprise Development LP 80 11.3.1 Hewlett Packard Enterprise Development LP Company Details 80 11.3.2 Hewlett Packard Enterprise Development LP Business Overview 81 11.3.3 Hewlett Packard Enterprise Development LP Machine Learning Introduction 81 11.3.4 Hewlett Packard Enterprise Development LP Revenue in Machine Learning Business (2017-2022) 82 11.3.5 Hewlett Packard Enterprise Development LP Recent Development 83 11.4 Oracle Corporation 83 11.4.1 Oracle Corporation Company Details 83 11.4.2 Oracle Corporation Business Overview 84 11.4.3 Oracle Corporation Machine Learning Introduction 84 11.4.4 Oracle Corporation Revenue in Machine Learning Business (2017-2022) 85 11.4.5 Oracle Corporation Recent Development 86 11.5 Google Inc. 86 11.5.1 Google Inc. Company Details 86 11.5.2 Google Inc. Business Overview 87 11.5.3 Google Inc. Machine Learning Introduction 87 11.5.4 Google Inc. Revenue in Machine Learning Business (2017-2022) 89 11.5.5 Google Inc. Recent Development 89 11.6 SAP SE 90 11.6.1 SAP SE Company Details 90 11.6.2 SAP SE Business Overview 90 11.6.3 SAP SE Machine Learning Introduction 90 11.6.4 SAP SE Revenue in Machine Learning Business (2017-2022) 91 11.6.5 SAP SE Recent Development 92 11.7 SAS Institute Inc. 92 11.7.1 SAS Institute Inc. Company Details 92 11.7.2 SAS Institute Inc. Business Overview 93 11.7.3 SAS Institute Inc. Machine Learning Introduction 93 11.7.4 SAS Institute Inc. Revenue in Machine Learning Business (2017-2022) 94 11.7.5 SAS Institute Inc. Recent Development 95 11.8 Fair Isaac Corporation 95 11.8.1 Fair Isaac Corporation Company Details 95 11.8.2 Fair Isaac Corporation Business Overview 96 11.8.3 Fair Isaac Corporation Machine Learning Introduction 96 11.8.4 Fair Isaac Corporation Revenue in Machine Learning Business (2017-2022) 97 11.8.5 Fair Isaac Corporation Recent Development 98 11.9 Baidu, Inc. 98 11.9.1 Baidu, Inc. Company Details 98 11.9.2 Baidu, Inc. Business Overview 99 11.9.3 Baidu, Inc. Machine Learning Introduction 99 11.9.4 Baidu, Inc. Revenue in Machine Learning Business (2017-2022) 100 11.9.5 Baidu, Inc. Recent Development 100 11.10 Intel Corporation 101 11.10.1 Intel Corporation Company Details 101 11.10.2 Intel Corporation Business Overview 101 11.10.3 Intel Corporation Machine Learning Introduction 101 11.10.4 Intel Corporation Revenue in Machine Learning Business (2017-2022) 102 11.10.5 Intel Corporation Recent Development 103 11.11 Amazon Web Services, Inc. 103 11.11.1 Amazon Web Services, Inc. Company Details 103 11.11.2 Amazon Web Services, Inc. Business Overview 104 11.11.3 Amazon Web Services, Inc. Machine Learning Introduction 104 11.11.4 Amazon Web Services, Inc. Revenue in Machine Learning Business (2017-2022) 106 11.11.5 Amazon Web Services, Inc. Recent Development 106 11.12 Microsoft Corporation 107 11.12.1 Microsoft Corporation Company Details 107 11.12.2 Microsoft Corporation Business Overview 107 11.12.3 Microsoft Corporation Machine Learning Introduction 108 11.12.4 Microsoft Corporation Revenue in Machine Learning Business (2017-2022) 110 11.12.5 Microsoft Corporation Recent Development 111 11.13 Yottamine Analytics 111 11.13.1 Yottamine Analytics Company Details 111 11.13.2 Yottamine Analytics Business Overview 111 11.13.3 Yottamine Analytics Machine Learning Introduction 112 11.13.4 Yottamine Analytics Revenue in Machine Learning Business (2017-2022) 112 11.13.5 Yottamine Analytics Recent Development 113 11.14 H2o.AI 113 11.14.1 H2o.AI Company Details 113 11.14.2 H2o.AI Business Overview 114 11.14.3 H2o.AI Machine Learning Introduction 114 11.14.4 H2o.AI Revenue in Machine Learning Business (2017-2022) 115 11.14.5 H2o.AI Recent Development 116 11.15 Databricks 116 11.15.1 Databricks Company Details 116 11.15.2 Databricks Business Overview 117 11.15.3 Databricks Machine Learning Introduction 117 11.15.4 Databricks Revenue in Machine Learning Business (2017-2022) 119 11.15.5 Databricks Recent Development 120 11.16 BigML, Inc. 120 11.16.1 BigML, Inc. Company Details 120 11.16.2 BigML, Inc. Business Overview 120 11.16.3 BigML, Inc. Machine Learning Introduction 121 11.16.4 BigML, Inc. Revenue in Machine Learning Business (2017-2022) 121 11.16.5 BigML, Inc. Recent Development 122 11.17 Dataiku 122 11.17.1 Dataiku Company Details 122 11.17.2 Dataiku Business Overview 123 11.17.3 Dataiku Machine Learning Introduction 123 11.17.4 Dataiku Revenue in Machine Learning Business (2017-2022) 124 11.17.5 Dataiku Recent Development 125 11.18 Veritone 125 11.18.1 Veritone Company Details 125 11.18.2 Veritone Business Overview 126 11.18.3 Veritone Machine Learning Introduction 126 11.18.4 Veritone Revenue in Machine Learning Business (2017-2022) 127 11.18.5 Veritone Recent Development 128 12 Analyst's Viewpoints/Conclusions 129 13 Appendix 130 13.1 Research Methodology 130 13.1.1 Methodology/Research Approach 130 13.1.2 Data Source 133 13.2 Disclaimer 136 13.3 Author Details 136
SummaryMarket Analysis and Insights: Global Machine Learning Market Table of Contents1 Report Overview 11.1 Study Scope 1 1.2 Market Analysis by Type 1 1.2.1 Global Machine Learning Market Size Growth Rate by Type: 2017 VS 2022 VS 2028 1 1.2.2 Supervised Learning 3 1.2.3 Semi-supervised Learning 4 1.2.4 Unsupervised Learning 5 1.2.5 Reinforcement Learning 5 1.3 Market by Application 6 1.3.1 Global Machine Learning Market Share by Application: 2017 VS 2022 VS 2028 7 1.3.2 Marketing and Advertising 8 1.3.3 Fraud Detection and Risk Management 9 1.3.4 Computer Vision 9 1.3.5 Security and Surveillance 9 1.3.6 Predictive Analytics 10 1.3.7 Augmented and Virtual Reality 10 1.3.8 Others 11 1.4 Study Objectives 11 1.5 Years Considered 12 2 Global Growth Trends 13 2.1 Global Machine Learning Market Perspective (2017-2028) 13 2.2 Machine Learning Growth Trends by Region 14 2.2.1 Machine Learning Market Size by Region: 2017 VS 2022 VS 2028 14 2.2.2 Machine Learning Historic Market Size by Region (2017-2022) 15 2.2.3 Machine Learning Forecasted Market Size by Region (2023-2028) 16 2.3 Machine Learning Market Dynamics 16 2.3.1 Machine Learning Industry Trends 16 2.3.2 Machine Learning Market Drivers 18 2.3.3 Machine Learning Market Challenges 19 2.3.4 Machine Learning Market Restraints 23 3 Competition Landscape by Key Players 24 3.1 Global Top Machine Learning Players by Revenue 24 3.1.1 Global Top Machine Learning Players by Revenue (2017-2022) 24 3.1.2 Global Machine Learning Revenue Market Share by Players (2017-2022) 25 3.2 Global Machine Learning Market Share by Company Type (Tier 1, Tier 2, and Tier 3) 26 3.3 Players Covered: Ranking by Machine Learning Revenue 27 3.4 Global Machine Learning Market Concentration Ratio 28 3.4.1 Global Machine Learning Market Concentration Ratio (CR5 and HHI) 28 3.4.2 Global Top 10 and Top 5 Companies by Machine Learning Revenue in 2021 29 3.5 Machine Learning Key Players Head office and Area Served 30 3.6 Key Players Machine Learning Product Solution and Service 31 3.7 Date of Enter into Machine Learning Market 31 3.8 Mergers & Acquisitions, Expansion Plans 32 4 Machine Learning Breakdown Data by Type 35 4.1 Global Machine Learning Historic Market Size by Type (2017-2022) 35 4.2 Global Machine Learning Forecasted Market Size by Type (2023-2028) 36 5 Machine Learning Breakdown Data by Application 37 5.1 Global Machine Learning Historic Market Size by Application (2017-2022) 37 5.2 Global Machine Learning Forecasted Market Size by Application (2023-2028) 38 6 North America 39 6.1 North America Machine Learning Market Size (2017-2028) 39 6.2 North America Machine Learning Market Size by Type 39 6.2.1 North America Machine Learning Market Size by Type (2017-2022) 39 6.2.2 North America Machine Learning Market Size by Type (2023-2028) 40 6.2.3 North America Machine Learning Market Share by Type (2017-2028) 40 6.3 North America Machine Learning Market Size by Application 41 6.3.1 North America Machine Learning Market Size by Application (2017-2022) 41 6.3.2 North America Machine Learning Market Size by Application (2023-2028) 41 6.3.3 North America Machine Learning Market Share by Application (2017-2028) 42 6.4 North America Machine Learning Market Size by Country 42 6.4.1 North America Machine Learning Market Size by Country (2017-2022) 42 6.4.2 North America Machine Learning Market Share by Country (2023-2028) 43 6.4.3 United States 44 6.4.4 Canada 44 7 Europe 45 7.1 Europe Machine Learning Market Size (2017-2028) 45 7.2 Europe Machine Learning Market Size by Type 45 7.2.1 Europe Machine Learning Market Size by Type (2017-2022) 45 7.2.2 Europe Machine Learning Market Size by Type (2023-2028) 46 7.2.3 Europe Machine Learning Market Share by Type (2017-2028) 46 7.3 Europe Machine Learning Market Size by Application 46 7.3.1 Europe Machine Learning Market Size by Application (2017-2022) 46 7.3.2 Europe Machine Learning Market Size by Application (2023-2028) 47 7.3.3 Europe Machine Learning Market Share by Application (2017-2028) 48 7.4 Europe Machine Learning Market Size by Country 48 7.4.1 Europe Machine Learning Market Size by Country (2017-2022) 48 7.4.2 Europe Machine Learning Market Size by Country (2023-2028) 49 7.4.3 Germany 50 7.4.4 France 50 7.4.5 U.K. 51 7.4.6 Italy 51 7.4.7 Russia 52 8 Asia-Pacific 53 8.1 Asia-Pacific Machine Learning Market Size (2017-2028) 53 8.2 Asia-Pacific Machine Learning Market Size by Type 53 8.2.1 Asia-Pacific Machine Learning Market Size by Type (2017-2022) 53 8.2.2 Asia-Pacific Machine Learning Market Size by Type (2023-2028) 54 8.2.3 Asia-Pacific Machine Learning Market Share by Type (2017-2028) 54 8.3 Asia-Pacific Machine Learning Market Size by Application 55 8.3.1 Asia-Pacific Machine Learning Market Size by Application (2017-2022) 55 8.3.2 Asia-Pacific Machine Learning Market Size by Application (2023-2028) 55 8.3.3 Asia-Pacific Machine Learning Market Share by Application (2017-2028) 56 8.4 Asia-Pacific Machine Learning Market Size by Region 56 8.4.1 Asia-Pacific Machine Learning Market Size by Region (2017-2022) 56 8.4.2 Asia-Pacific Machine Learning Market Size by Region (2023-2028) 57 8.4.3 China 58 8.4.4 Japan 58 8.4.5 South Korea 59 8.4.6 Southeast Asia 59 8.4.7 India 60 8.4.8 Australia 60 9 Latin America 61 9.1 Latin America Machine Learning Market Size (2017-2028) 61 9.2 Latin America Machine Learning Market Size by Type 61 9.2.1 Latin America Machine Learning Market Size by Type (2017-2022) 61 9.2.2 Latin America Machine Learning Market Size by Type (2023-2028) 62 9.2.3 Latin America Machine Learning Market Share by Type (2017-2028) 62 9.3 Latin America Machine Learning Market Size by Application 63 9.3.1 Latin America Machine Learning Market Size by Application (2017-2022) 63 9.3.2 Latin America Machine Learning Market Size by Application (2023-2028) 63 9.3.3 Latin America Machine Learning Market Share by Application (2017-2028) 64 9.4 Latin America Machine Learning Market Size by Country 64 9.4.1 Latin America Machine Learning Market Size by Country (2017-2022) 64 9.4.2 Latin America Machine Learning Market Size by Country (2023-2028) 65 9.4.3 Mexico 66 9.4.4 Brazil 66 10 Middle East & Africa 67 10.1 Middle East & Africa Machine Learning Market Size (2017-2028) 67 10.2 Middle East & Africa Machine Learning Market Size by Type 67 10.2.1 Middle East & Africa Machine Learning Market Size by Type (2017-2022) 67 10.2.2 Middle East & Africa Machine Learning Market Size by Type (2023-2028) 68 10.2.3 Middle East & Africa Machine Learning Market Share by Type (2017-2028) 68 10.3 Middle East & Africa Machine Learning Market Size by Application 69 10.3.1 Middle East & Africa Machine Learning Market Size by Application (2017-2022) 69 10.3.2 Middle East & Africa Machine Learning Market Size by Application (2023-2028) 69 10.3.3 Middle East & Africa Machine Learning Market Share by Application (2017-2028) 70 10.4 Middle East & Africa Machine Learning Market Size by Country 70 10.4.1 Middle East & Africa Machine Learning Market Size by Country (2017-2022) 70 10.4.2 Middle East & Africa Machine Learning Market Size by Country (2023-2028) 71 10.4.3 Saudi Arabia 72 10.4.4 UAE 72 10.4.5 Egypt 73 10.4.6 South Africa 73 11 Key Players Profiles 74 11.1 IBM 74 11.1.1 IBM Company Details 74 11.1.2 IBM Business Overview 74 11.1.3 IBM Machine Learning Introduction 75 11.1.4 IBM Revenue in Machine Learning Business (2017-2022) 77 11.1.5 IBM Recent Development 77 11.2 Dell Technologies 78 11.2.1 Dell Technologies Company Details 78 11.2.2 Dell Technologies Business Overview 78 11.2.3 Dell Technologies Machine Learning Introduction 78 11.2.4 Dell Technologies Revenue in Machine Learning Business (2017-2022) 79 11.2.5 Dell Technologies Recent Development 80 11.3 Hewlett Packard Enterprise Development LP 80 11.3.1 Hewlett Packard Enterprise Development LP Company Details 80 11.3.2 Hewlett Packard Enterprise Development LP Business Overview 81 11.3.3 Hewlett Packard Enterprise Development LP Machine Learning Introduction 81 11.3.4 Hewlett Packard Enterprise Development LP Revenue in Machine Learning Business (2017-2022) 82 11.3.5 Hewlett Packard Enterprise Development LP Recent Development 83 11.4 Oracle Corporation 83 11.4.1 Oracle Corporation Company Details 83 11.4.2 Oracle Corporation Business Overview 84 11.4.3 Oracle Corporation Machine Learning Introduction 84 11.4.4 Oracle Corporation Revenue in Machine Learning Business (2017-2022) 85 11.4.5 Oracle Corporation Recent Development 86 11.5 Google Inc. 86 11.5.1 Google Inc. Company Details 86 11.5.2 Google Inc. Business Overview 87 11.5.3 Google Inc. Machine Learning Introduction 87 11.5.4 Google Inc. Revenue in Machine Learning Business (2017-2022) 89 11.5.5 Google Inc. Recent Development 89 11.6 SAP SE 90 11.6.1 SAP SE Company Details 90 11.6.2 SAP SE Business Overview 90 11.6.3 SAP SE Machine Learning Introduction 90 11.6.4 SAP SE Revenue in Machine Learning Business (2017-2022) 91 11.6.5 SAP SE Recent Development 92 11.7 SAS Institute Inc. 92 11.7.1 SAS Institute Inc. Company Details 92 11.7.2 SAS Institute Inc. Business Overview 93 11.7.3 SAS Institute Inc. Machine Learning Introduction 93 11.7.4 SAS Institute Inc. Revenue in Machine Learning Business (2017-2022) 94 11.7.5 SAS Institute Inc. Recent Development 95 11.8 Fair Isaac Corporation 95 11.8.1 Fair Isaac Corporation Company Details 95 11.8.2 Fair Isaac Corporation Business Overview 96 11.8.3 Fair Isaac Corporation Machine Learning Introduction 96 11.8.4 Fair Isaac Corporation Revenue in Machine Learning Business (2017-2022) 97 11.8.5 Fair Isaac Corporation Recent Development 98 11.9 Baidu, Inc. 98 11.9.1 Baidu, Inc. Company Details 98 11.9.2 Baidu, Inc. Business Overview 99 11.9.3 Baidu, Inc. Machine Learning Introduction 99 11.9.4 Baidu, Inc. Revenue in Machine Learning Business (2017-2022) 100 11.9.5 Baidu, Inc. Recent Development 100 11.10 Intel Corporation 101 11.10.1 Intel Corporation Company Details 101 11.10.2 Intel Corporation Business Overview 101 11.10.3 Intel Corporation Machine Learning Introduction 101 11.10.4 Intel Corporation Revenue in Machine Learning Business (2017-2022) 102 11.10.5 Intel Corporation Recent Development 103 11.11 Amazon Web Services, Inc. 103 11.11.1 Amazon Web Services, Inc. Company Details 103 11.11.2 Amazon Web Services, Inc. Business Overview 104 11.11.3 Amazon Web Services, Inc. Machine Learning Introduction 104 11.11.4 Amazon Web Services, Inc. Revenue in Machine Learning Business (2017-2022) 106 11.11.5 Amazon Web Services, Inc. Recent Development 106 11.12 Microsoft Corporation 107 11.12.1 Microsoft Corporation Company Details 107 11.12.2 Microsoft Corporation Business Overview 107 11.12.3 Microsoft Corporation Machine Learning Introduction 108 11.12.4 Microsoft Corporation Revenue in Machine Learning Business (2017-2022) 110 11.12.5 Microsoft Corporation Recent Development 111 11.13 Yottamine Analytics 111 11.13.1 Yottamine Analytics Company Details 111 11.13.2 Yottamine Analytics Business Overview 111 11.13.3 Yottamine Analytics Machine Learning Introduction 112 11.13.4 Yottamine Analytics Revenue in Machine Learning Business (2017-2022) 112 11.13.5 Yottamine Analytics Recent Development 113 11.14 H2o.AI 113 11.14.1 H2o.AI Company Details 113 11.14.2 H2o.AI Business Overview 114 11.14.3 H2o.AI Machine Learning Introduction 114 11.14.4 H2o.AI Revenue in Machine Learning Business (2017-2022) 115 11.14.5 H2o.AI Recent Development 116 11.15 Databricks 116 11.15.1 Databricks Company Details 116 11.15.2 Databricks Business Overview 117 11.15.3 Databricks Machine Learning Introduction 117 11.15.4 Databricks Revenue in Machine Learning Business (2017-2022) 119 11.15.5 Databricks Recent Development 120 11.16 BigML, Inc. 120 11.16.1 BigML, Inc. Company Details 120 11.16.2 BigML, Inc. Business Overview 120 11.16.3 BigML, Inc. Machine Learning Introduction 121 11.16.4 BigML, Inc. Revenue in Machine Learning Business (2017-2022) 121 11.16.5 BigML, Inc. Recent Development 122 11.17 Dataiku 122 11.17.1 Dataiku Company Details 122 11.17.2 Dataiku Business Overview 123 11.17.3 Dataiku Machine Learning Introduction 123 11.17.4 Dataiku Revenue in Machine Learning Business (2017-2022) 124 11.17.5 Dataiku Recent Development 125 11.18 Veritone 125 11.18.1 Veritone Company Details 125 11.18.2 Veritone Business Overview 126 11.18.3 Veritone Machine Learning Introduction 126 11.18.4 Veritone Revenue in Machine Learning Business (2017-2022) 127 11.18.5 Veritone Recent Development 128 12 Analyst's Viewpoints/Conclusions 129 13 Appendix 130 13.1 Research Methodology 130 13.1.1 Methodology/Research Approach 130 13.1.2 Data Source 133 13.2 Disclaimer 136 13.3 Author Details 136
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