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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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QYResearch
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2022年11月11日 US$4,900
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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



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目次

1 Report Overview 1
1.1 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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Summary

Market Analysis and Insights: Global Machine Learning Market
Due to the COVID-19 pandemic and Russia-Ukraine War Influence, the global market for Machine Learning estimated at US$ 21,035.50 million in the year 2022, is projected to reach a revised size of US$ 140,621.79 million by 2028, growing at a CAGR of 37.25% during the forecast period 2022-2028.
The North America market for Machine Learning is estimated to increase from $ 7,756.93 million in 2022 to reach $ 46,463.73 million by 2028, at a CAGR of 34.58% during the forecast period of 2022 through 2028.
The Asia-Pacific market for Machine Learning is estimated to increase from $ 6,236.61 million in 2022 to reach $ 45,668.13 million by 2028, at a CAGR of 39.34% during the forecast period of 2022 through 2028.
The Europe market for Machine Learning is estimated to increase from $ 5,146.41 million in 2022 to reach $ 35,904.59 million by 2028, at a CAGR of 38.64% during the forecast period of 2022 through 2028.

The global key companies of Machine Learning include IBM, Dell, HPE, Oracle, Google, etc. In 2021, the global top five players had a share approximately 31.34% in terms of revenue.
Report Includes

This report presents an overview of global market for Machine Learning market size. Analyses of the global market trends, with historic market revenue data for 2017 - 2021, estimates for 2022, and projections of CAGR through 2028.
This report researches the key producers of Machine Learning, also provides the revenue of main regions and countries. Highlights of the upcoming market potential for Machine Learning, and key regions/countries of focus to forecast this market into various segments and sub-segments. Country specific data and market value analysis for the U.S., Canada, Mexico, Brazil, China, Japan, South Korea, Southeast Asia, India, Germany, the U.K., Italy, Middle East, Africa, and Other Countries.

This report focuses on the Machine Learning revenue, market share and industry ranking of main companies, data from 2017 to 2022. Identification of the major stakeholders in the global Machine Learning market, and analysis of their competitive landscape and market positioning based on recent developments and segmental revenues. This report will help stakeholders to understand the competitive landscape and gain more insights and position their businesses and market strategies in a better way.

This report analyzes the segments data by Type and by Application, revenue, and growth rate, from 2017 to 2028. Evaluation and forecast the market size for Machine Learning revenue, projected growth trends, production technology, application and end-user industry.
Descriptive company profiles of the major global players, including IBM, Microsoft Corporation, SAP SE, Intel Corporation, SAS Institute Inc., Amazon Web Services, Inc., BigML, Inc., Google Inc., and Fair Isaac Corporation, etc.

By Company
IBM
Dell
HPE
Oracle
Google
SAP
SAS Institute
Fair Isaac Corporation (FICO)
Baidu
Intel
Amazon Web Services
Microsoft
Yottamine Analytics
H2O.ai
Databricks
BigML
Dataiku
Veritone

Segment by Type
Supervised Learning
Semi-supervised Learning
Unsupervised Learning
Reinforcement Learning

Segment by Application
Marketing and Advertising
Fraud Detection and Risk Management
Computer Vision
Security and Surveillance
Predictive Analytics
Augmented and Virtual Reality
Others

By Region
North America
United States
Canada
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia
Rest of Asia
Europe
Germany
France
U.K.
Italy
Russia
Rest of Europe
Latin America
Mexico
Brazil
Rest of Latin America
Middle East & Africa
Saudi Arabia
UAE
Egypt
South Africa
Rest of MEA

Chapter Outline
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (product type, application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Revenue of Machine Learning in global and regional level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world. This section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
Chapter 3: Detailed analysis of Machine Learning companies competitive landscape, revenue, market share and industry ranking, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by Type, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by Application, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6: North America by Type, by Application and by country, revenue for each segment.
Chapter 7: Europe by Type, by Application and by country, revenue for each segment.
Chapter 8: Asia Pacific by Type, by Application and by region, revenue for each segment.
Chapter 9: Latin America by Type, by Application and by country, revenue for each segment.
Chapter 10: Middle East and Africa by Type, by Application and by country, revenue for each segment.
Chapter 11: Provides profiles of key companies, introducing the basic situation of the main companies in the market in detail, including product descriptions and specifications, Machine Learningrevenue, gross margin, and recent development, etc.
Chapter 12: Analyst's Viewpoints/Conclusions



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Table of Contents

1 Report Overview 1
1.1 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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